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} .loading { visibility: hidden; } .detail-page .post-footer .cmt_iframe_holder { padding-top: 40px !important; } /** Desktop **/ @media (max-width: 900px) { .col-right { display: none; } .col-main { margin-right: 0; min-width: initial; } .footer-outer { display: none; } .cols-wrapper { min-width: initial; } .google-footer-outer { background-color: #f5f5f5; } } /** Tablet **/ @media (max-width: 712px) { .header-outer, .cols-wrapper, .footer-outer, .google-footer-outer { padding: 0 40px; } } /* An extra breakpoint accommodating for long blog titles. */ @media (max-width: 600px) { .header-left { height: 100%; top: inherit; margin-top: 0; -webkit-transform: initial; transform: initial; } .header-title { margin-top: 18px; } .header-inner .google-logo { height: 40px; margin-top: 3px; } .header-inner .google-logo img { height: 42px; } .header-title h2 { font-size: 32px; line-height: 40px; } .header-desc { bottom: 24px; position: absolute; } } /** Mobile/small desktop window; also landscape. **/ @media (max-width: 480px), (max-height: 480px) { .header-outer, .cols-wrapper, .footer-outer, .google-footer-outer { padding: 0 16px; 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} /** List page tweaks. **/ .list-page .post-original { display: none; } .list-page .post-summary { display: block; } .list-page .comment-container { display: none; } .list-page #blog-pager { padding-top: 0; border: 0; margin-top: -8px; } .list-page .label-footer { display: none; } .list-page #main .post .post-footer { border-bottom: 1px solid #eee; margin: -16px 0 0 0; padding: 0 0 20px 0; } .list-page .post .share { display: none; } /** Detail page tweaks. **/ .detail-page .post-footer .cmt_iframe_holder { padding-top: 32px !important; } .detail-page .label-footer { margin-bottom: 0; } .detail-page #main .post .post-footer { padding-bottom: 0; } .detail-page #comments { display: none; } } [data-about-pullquote], [data-is-preview], [data-about-syndication] { display: none; } </style> <noscript> <style> .loading { visibility: visible }</style> </noscript>  <script async='true' src='https://www.googletagmanager.com/gtag/js?id=G-E4MSGF2SF9'></script> <script> window.dataLayer = window.dataLayer || []; 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The guide also contains <a href="https://developers.google.com/adwords/api/docs/guides/batch-jobs#code_examples">code examples for each client library</a> to help you get started.<br /><br /> If you have any questions or need help with migration, please post on the <a href="https://developers.google.com/adwords/api/community/">forum</a> or the <a href="https://plus.google.com/+GoogleAdsDevelopers">Ads Developers Plus Page</a>.<br /><br /> <span class='byline-author'><img height="40" src="https://lh6.googleusercontent.com/Kltft4ltAn8Pu1ga0uFUkOSZPLLAXXnEK-4ozIdvNObV7mnlSjZRgY3pFDt323Dxw0UR7nsRVzAEvWbDiE_Io7v1jLbyhnrlDWe18PS4Wl7iYV2glKdkNTRcG50LShndUdVqLzCj" style="vertical-align: middle; border:none;" width="40" /> - <a href="https://plus.google.com/100205313733177937765/posts">Josh Radcliff</a>, AdWords API Team</span> </div> <span itemprop='author' itemscope='itemscope' itemtype='http://schema.org/Person'> <meta content='https://plus.google.com/116899029375914044550' itemprop='url'/> </span> </script> <noscript> <div dir="ltr" style="text-align: left;" trbidi="on"> If you've been following the AdWords API <a href="http://googleadsdeveloper.blogspot.com/search/label/sunset">sunset</a> and <a href="http://googleadsdeveloper.blogspot.com/search/label/release">release announcements</a>, you know that there have been some changes to batch processing: <ul> <li>Version <a href="http://googleadsdeveloper.blogspot.com/2015/10/announcing-v201509-of-adwords-api.html">v201509</a> deprecated <a href="https://developers.google.com/adwords/api/docs/reference/v201601/MutateJobService">MutateJobService</a> and introduced <a href="https://developers.google.com/adwords/api/docs/reference/latest/BatchJobService">BatchJobService</a>.</li> <li>Version <a href="http://googleadsdeveloper.blogspot.com/2016/02/announcing-v201601-of-adwords-api.html">v201601</a> supports both <a href="https://developers.google.com/adwords/api/docs/reference/v201601/MutateJobService">MutateJobService</a> and <a href="https://developers.google.com/adwords/api/docs/reference/latest/BatchJobService">BatchJobService</a> concurrently.</li> <li>Version <a href="http://googleadsdeveloper.blogspot.com/2016/03/announcing-v201603-of-adwords-api.html">v201603</a> doesn't include <a href="https://developers.google.com/adwords/api/docs/reference/v201601/MutateJobService">MutateJobService</a>.</li> </ul> The planned <a href="http://googleadsdeveloper.blogspot.com/2016/01/new-release-schedule-for-adwords-api.html">sunset date</a> of version <a href="http://googleadsdeveloper.blogspot.com/2016/02/announcing-v201601-of-adwords-api.html">v201601</a> is <b>August, 2016</b>, after which <code>MutateJobService</code> will no longer be available.<br /><br /> <font size="4">What do I need to do?</font><br /> If you are still using <code>MutateJobService</code>, please migrate to <code>BatchJobService</code> ahead of <b>August, 2016</b>.<br /><br /> <font size="4">How do I migrate?</font><br /> The migration from MutateJobService to BatchJobService is relatively straightforward and covered in the <a href="https://developers.google.com/adwords/api/docs/guides/batch-jobs#migrating_from_mutatejobservice">migration section of the batch processing guide</a>. The guide also contains <a href="https://developers.google.com/adwords/api/docs/guides/batch-jobs#code_examples">code examples for each client library</a> to help you get started.<br /><br /> If you have any questions or need help with migration, please post on the <a href="https://developers.google.com/adwords/api/community/">forum</a> or the <a href="https://plus.google.com/+GoogleAdsDevelopers">Ads Developers Plus Page</a>.<br /><br /> <span class='byline-author'><img height="40" src="https://lh6.googleusercontent.com/Kltft4ltAn8Pu1ga0uFUkOSZPLLAXXnEK-4ozIdvNObV7mnlSjZRgY3pFDt323Dxw0UR7nsRVzAEvWbDiE_Io7v1jLbyhnrlDWe18PS4Wl7iYV2glKdkNTRcG50LShndUdVqLzCj" style="vertical-align: middle; border:none;" width="40" /> - <a href="https://plus.google.com/100205313733177937765/posts">Josh Radcliff</a>, AdWords API Team</span> </div> <span itemprop='author' itemscope='itemscope' itemtype='http://schema.org/Person'> <meta content='https://plus.google.com/116899029375914044550' itemprop='url'/> </span> </noscript> </div> </div> <div class='share'> <span class='twitter-custom social-wrapper' data-href='http://twitter.com/share?text=Google Ads Developer Blog:Sunset of MutateJobService in the AdWords API&url=http://ads-developers.googleblog.com/2016/05/sunset-of-mutatejobservice-in-adwords.html&via=google'> <img alt='Share on Twitter' height='24' src='https://www.gstatic.com/images/icons/material/system/2x/post_twitter_black_24dp.png' width='24'/> </span> <span class='fb-custom social-wrapper' data-href='https://www.facebook.com/sharer.php?u=http://ads-developers.googleblog.com/2016/05/sunset-of-mutatejobservice-in-adwords.html'> <img alt='Share on Facebook' height='24' src='https://www.gstatic.com/images/icons/material/system/2x/post_facebook_black_24dp.png' width='24'/> </span> </div> <div class='post-footer'> <div class='cmt_iframe_holder' data-href='http://ads-developers.googleblog.com/2016/05/sunset-of-mutatejobservice-in-adwords.html' data-viewtype='FILTERED_POSTMOD'></div> <a href='https://plus.google.com/112374322230920073195' rel='author' style='display:none;'> Google </a> <div class='label-footer'> <span class='labels-caption'> Labels: </span> <span class='labels'> <a class='label' href='http://ads-developers.googleblog.com/search/label/adwords_api' rel='tag'> adwords_api </a> , <a class='label' href='http://ads-developers.googleblog.com/search/label/adwords_BatchJobService' rel='tag'> adwords_BatchJobService </a> , <a class='label' href='http://ads-developers.googleblog.com/search/label/adwords_MutateJobService' rel='tag'> adwords_MutateJobService </a> , <a class='label' href='http://ads-developers.googleblog.com/search/label/sunset' rel='tag'> sunset </a> </span> </div> </div> </div> <div class='post' data-id='1536168540891180105' itemscope='' itemtype='http://schema.org/BlogPosting'> <h2 class='title' itemprop='name'> <a href='http://ads-developers.googleblog.com/2016/01/migrate-from-mutatejobservice-to.html' itemprop='url' title='Migrate from MutateJobService to BatchJobService before v201509 sunsets'> Migrate from MutateJobService to BatchJobService before v201509 sunsets </a> </h2> <div class='post-header'> <div class='published'> <span class='publishdate' itemprop='datePublished'> Tuesday, January 5, 2016 </span> </div> </div> <div class='post-body'> <div class='post-content' itemprop='articleBody'> <script type='text/template'> <div dir="ltr" style="text-align: left;" trbidi="on"> <font size="4">What do I need to do now?</font><br /><br /> AdWords API versions after v201509 will no longer support <a href="https://developers.google.com/adwords/api/docs/reference/v201509/MutateJobService">MutateJobService</a>. Migrate to <a href="https://developers.google.com/adwords/api/docs/reference/latest/BatchJobService">BatchJobService</a>, <a href="http://googleadsdeveloper.blogspot.com/2015/10/announcing-v201509-of-adwords-api.html">introduced</a> in v201509, as soon as you can. For sunset dates, check out our <a href="https://developers.google.com/adwords/api/docs/sunset-dates">Deprecation Schedule</a>.<br /><br /> <font size="4">What’s new?</font><br /><br /> <code>BatchJobService</code> supports all of the same operations as <code>MutateJobService</code>. Plus, we’ve provided some improvements: <ul> <li>Creation of dependent objects using temporary IDs <ul><li>For example, you can create an entire campaign including ad groups and criteria in one job.</li></ul></li> <li>Improved performance</li> <li>Better error reporting <ul><li>If some operations failed, the errors returned by BatchJobService are correlated with those operations, making it easier to understand what went wrong.</li> <li>If the service was unable to process any operations, it returns a detailed list of errors.</li></ul></li> <li><a href="https://developers.google.com/adwords/api/docs/guides/batch-jobs#limitations">Higher limit</a> on the number of operations per job <ul><li><code>BatchJobService</code> supports potentially hundreds of thousands of operations.</li> <li><code>MutateJobService</code> only supported thousands of operations.</li></ul></li> </ul> Check out our <a href="https://developers.google.com/adwords/api/docs/guides/batch-jobs">Batch Processing guide</a> for more details on these new features.<br /><br /> <font size="4">How do I migrate?</font><br /><br /> Thanks to the new utilities we’ve created in our <a href="https://developers.google.com/adwords/api/docs/clientlibraries">client libraries</a>, migration will be a simple process of passing in your existing operations to the <code>BatchJobService</code> rather than the <code>MutateJobService</code>.<br /><br /> Our guide has a section on <a href="https://developers.google.com/adwords/api/docs/guides/batch-jobs#migrating_from_mutatejobservice">Migrating from MutateJobService</a>. Each of our <a href="https://developers.google.com/adwords/api/docs/clientlibraries">client libraries</a> have <a href="https://developers.google.com/adwords/api/docs/guides/batch-jobs#code_examples">code examples</a> that include utilities for the <code>BatchJobService</code>. The utilities in each of the client libraries do all of the heavy lifting for you, which will simplify your code and make the transition easier.<br /><br /> <font size="4">Where can I learn more?</font><br /><br /> If you missed our Fall 2015 workshops, we have a <code>BatchJobService</code> <a href="https://youtu.be/qBCc-y59Euk?list=PLKByxjzUC-N8mEDQF9ARMMkSv0AmYbpsh">video</a> with accompanying <a href="http://www.slideshare.net/supergigas/batchjobservice">slides</a> available on our <a href="http://www.adwordsapiworkshops.com/">AdWords API Workshop site</a>.<br /><br /> Questions? Visit us on the <a href="https://groups.google.com/forum/#!forum/adwords-api">AdWords API Forum</a> or our <a href="https://plus.google.com/115658573333388777174/posts/bA8W5r3KwZb">Google+ page</a>.<br /><br /> <span class='byline-author'><a href="https://plus.google.com/109542956637533475940/posts"><img height="40" src="https://lh6.googleusercontent.com/WbNv4mDfIa4inextIF_mTmMEb9GCYsK99ojBCBm5J9i8o4972_Xl_2FkROQDC-3aoHyVW1lC50UPRSr1r4MiuNMR_WNI1U_po288VDA2y5zIM9K5rnJ7a6nQ8Udw_Gsq7uYpUO0x" style="vertical-align: middle; border:none;" width="40"/> Nadine Sundquist</a>, AdWords API Team</span> </div> <span itemprop='author' itemscope='itemscope' itemtype='http://schema.org/Person'> <meta content='https://plus.google.com/116899029375914044550' itemprop='url'/> </span> </script> <noscript> <div dir="ltr" style="text-align: left;" trbidi="on"> <font size="4">What do I need to do now?</font><br /><br /> AdWords API versions after v201509 will no longer support <a href="https://developers.google.com/adwords/api/docs/reference/v201509/MutateJobService">MutateJobService</a>. Migrate to <a href="https://developers.google.com/adwords/api/docs/reference/latest/BatchJobService">BatchJobService</a>, <a href="http://googleadsdeveloper.blogspot.com/2015/10/announcing-v201509-of-adwords-api.html">introduced</a> in v201509, as soon as you can. For sunset dates, check out our <a href="https://developers.google.com/adwords/api/docs/sunset-dates">Deprecation Schedule</a>.<br /><br /> <font size="4">What’s new?</font><br /><br /> <code>BatchJobService</code> supports all of the same operations as <code>MutateJobService</code>. Plus, we’ve provided some improvements: <ul> <li>Creation of dependent objects using temporary IDs <ul><li>For example, you can create an entire campaign including ad groups and criteria in one job.</li></ul></li> <li>Improved performance</li> <li>Better error reporting <ul><li>If some operations failed, the errors returned by BatchJobService are correlated with those operations, making it easier to understand what went wrong.</li> <li>If the service was unable to process any operations, it returns a detailed list of errors.</li></ul></li> <li><a href="https://developers.google.com/adwords/api/docs/guides/batch-jobs#limitations">Higher limit</a> on the number of operations per job <ul><li><code>BatchJobService</code> supports potentially hundreds of thousands of operations.</li> <li><code>MutateJobService</code> only supported thousands of operations.</li></ul></li> </ul> Check out our <a href="https://developers.google.com/adwords/api/docs/guides/batch-jobs">Batch Processing guide</a> for more details on these new features.<br /><br /> <font size="4">How do I migrate?</font><br /><br /> Thanks to the new utilities we’ve created in our <a href="https://developers.google.com/adwords/api/docs/clientlibraries">client libraries</a>, migration will be a simple process of passing in your existing operations to the <code>BatchJobService</code> rather than the <code>MutateJobService</code>.<br /><br /> Our guide has a section on <a href="https://developers.google.com/adwords/api/docs/guides/batch-jobs#migrating_from_mutatejobservice">Migrating from MutateJobService</a>. Each of our <a href="https://developers.google.com/adwords/api/docs/clientlibraries">client libraries</a> have <a href="https://developers.google.com/adwords/api/docs/guides/batch-jobs#code_examples">code examples</a> that include utilities for the <code>BatchJobService</code>. The utilities in each of the client libraries do all of the heavy lifting for you, which will simplify your code and make the transition easier.<br /><br /> <font size="4">Where can I learn more?</font><br /><br /> If you missed our Fall 2015 workshops, we have a <code>BatchJobService</code> <a href="https://youtu.be/qBCc-y59Euk?list=PLKByxjzUC-N8mEDQF9ARMMkSv0AmYbpsh">video</a> with accompanying <a href="http://www.slideshare.net/supergigas/batchjobservice">slides</a> available on our <a href="http://www.adwordsapiworkshops.com/">AdWords API Workshop site</a>.<br /><br /> Questions? Visit us on the <a href="https://groups.google.com/forum/#!forum/adwords-api">AdWords API Forum</a> or our <a href="https://plus.google.com/115658573333388777174/posts/bA8W5r3KwZb">Google+ page</a>.<br /><br /> <span class='byline-author'><a href="https://plus.google.com/109542956637533475940/posts"><img height="40" src="https://lh6.googleusercontent.com/WbNv4mDfIa4inextIF_mTmMEb9GCYsK99ojBCBm5J9i8o4972_Xl_2FkROQDC-3aoHyVW1lC50UPRSr1r4MiuNMR_WNI1U_po288VDA2y5zIM9K5rnJ7a6nQ8Udw_Gsq7uYpUO0x" style="vertical-align: middle; border:none;" width="40"/> Nadine Sundquist</a>, AdWords API Team</span> </div> <span itemprop='author' itemscope='itemscope' itemtype='http://schema.org/Person'> <meta content='https://plus.google.com/116899029375914044550' itemprop='url'/> </span> </noscript> </div> </div> <div class='share'> <span class='twitter-custom social-wrapper' data-href='http://twitter.com/share?text=Google Ads Developer Blog:Migrate from MutateJobService to BatchJobService before v201509 sunsets&url=http://ads-developers.googleblog.com/2016/01/migrate-from-mutatejobservice-to.html&via=google'> <img alt='Share on Twitter' height='24' src='https://www.gstatic.com/images/icons/material/system/2x/post_twitter_black_24dp.png' width='24'/> </span> <span class='fb-custom social-wrapper' data-href='https://www.facebook.com/sharer.php?u=http://ads-developers.googleblog.com/2016/01/migrate-from-mutatejobservice-to.html'> <img alt='Share on Facebook' height='24' src='https://www.gstatic.com/images/icons/material/system/2x/post_facebook_black_24dp.png' width='24'/> </span> </div> <div class='post-footer'> <div class='cmt_iframe_holder' data-href='http://ads-developers.googleblog.com/2016/01/migrate-from-mutatejobservice-to.html' data-viewtype='FILTERED_POSTMOD'></div> <a href='https://plus.google.com/112374322230920073195' rel='author' style='display:none;'> Google </a> <div class='label-footer'> <span class='labels-caption'> Labels: </span> <span class='labels'> <a class='label' href='http://ads-developers.googleblog.com/search/label/adwords_api' rel='tag'> adwords_api </a> , <a class='label' href='http://ads-developers.googleblog.com/search/label/adwords_BatchJobService' rel='tag'> adwords_BatchJobService </a> , <a class='label' href='http://ads-developers.googleblog.com/search/label/adwords_MutateJobService' rel='tag'> adwords_MutateJobService </a> </span> </div> </div> </div> <div class='post' data-id='511042626713932289' itemscope='' itemtype='http://schema.org/BlogPosting'> <h2 class='title' itemprop='name'> <a href='http://ads-developers.googleblog.com/2012/04/processing-updates-in-bulk-with.html' itemprop='url' title='Processing updates in bulk with MutateJobService'> Processing updates in bulk with MutateJobService </a> </h2> <div class='post-header'> <div class='published'> <span class='publishdate' itemprop='datePublished'> Wednesday, April 4, 2012 </span> </div> </div> <div class='post-body'> <div class='post-content' itemprop='articleBody'> <script type='text/template'> <div dir="ltr" style="text-align: left;" trbidi="on"> The AdWords API is designed to handle a high volume of changes, and many services allow developers to submit a large number of operations in one request. Most of the AdWords API services are synchronous though, so the client sends the request to the server, waits for processing and receives the result back.<br /> <br /> Unlike other services, the <a href="http://code.google.com/apis/adwords/docs/reference/latest/MutateJobService.html">MutateJobService</a> (MJS) is designed for an asynchronous workflow. This has the following benefits:<br /> <ul> <li>No need to manage connections for each job - the job is executed autonomously and the results can be retrieved when ready.<br /> </li> <li>Multiple jobs can be submitted and executed in parallel. In fact, the service has no limit on the maximum jobs count.<br /> </li> <li>Transient errors like 'CONCURRENT_MODIFICATION' are automatically retried with no extra requests necessary.<br /> </li> <li>Workload is automatically balanced so you will never receive a 'RateExceededError' error.<br /> </li> </ul> Also, MutateJobService operations <a href="http://code.google.com/apis/adwords/docs/ratesheet.html">cost</a> only 50% of usual operations units cost.<br /> <br /> <strong>Using MutateJobService in existing applications</strong><br /> <br /> Replacing existing calls to synchronous services with calls to MJS is easy. In most cases you can just use the same <a href="http://code.google.com/apis/adwords/docs/reference/latest/MutateJobService.html#mutate">operations</a> array to submit a job. Once submitted, the application needs to check the job status periodically to see when it is complete. Once ready, the results can be retrieved with the <a href="http://code.google.com/apis/adwords/docs/reference/latest/MutateJobService.html#getResult">getResult</a> method.<br /> <br /> Please see examples in <a href="http://code.google.com/p/google-api-adwords-java/source/browse/trunk/examples/v201109/PerformMutateJob.java">Java</a>, <a href="http://code.google.com/p/google-api-adwords-php/source/browse/trunk/examples/v201109/CampaignManagement/AddKeywordsInBulk.php">PHP</a>, <a href="http://code.google.com/p/google-api-adwords-perl/source/browse/tags/current/examples/v201109/campaign_management/add_keywords_in_bulk.pl">Perl</a>, <a href="http://code.google.com/p/google-api-adwords-dotnet/source/browse/trunk/examples/adwords/csharp/v201109/CampaignManagement/AddKeywordsInBulk.cs">DotNet</a>, <a href="http://code.google.com/p/google-api-ads-ruby/source/browse/adwords_api/examples/v201109/campaign_management/add_keywords_in_bulk.rb">Ruby</a> and <a href="http://code.google.com/p/google-api-ads-python/source/browse/trunk/examples/adspygoogle/adwords/v201109/campaign_management/add_keywords_in_bulk.py">Python</a> for more details.<br /> <br /> <strong>Recommendations:</strong><br /> <ul> <li>Don't poll for job status too often as this can result in RATE_EXCEEDED_ERROR error. We recommend pausing for 30 seconds between get requests with an exponential backoff.<br /> </li> <li>For better throughput, fewer large jobs are preferred over many smaller jobs. Once a job is scheduled and is executing, its progress will be very rapid.<br /> </li> <li>When submitting many jobs for the same customerID, overall operation throughput will be optimal if no two outstanding jobs will be modifying the same AdGroup. Making all your jobs touch all AdGroups can cause severe slow-down or even job failures.<br /> </li> </ul> <strong>Note</strong>: while the old BulkMutateJobService is still available we recommend to use the MutateJobService for all future developments.<br /> <br /> MutateJobService is covered in more details in our video presentation: <a href="//www.youtube.com/watch?v=CV_kOTW3ldQ">Efficient API Usage with the MutateJobService</a>. As always, please feel free to ask any questions regarding the AdWords API on our<a href="http://code.google.com/apis/adwords/community/"> forum</a> or during scheduled<a href="http://code.google.com/apis/adwords/community/officehours.html"> office hours</a>.<br /> <br /> <span class="post-author"><a href="https://plus.google.com/116761214452114671837?rel=author"><img height="20" src="https://lh5.googleusercontent.com/-Hq6rboNwMwM/AAAAAAAAAAI/AAAAAAAAAB8/h6qaLWk4PzE/photo.jpg?sz=20" style="border: none; vertical-align: middle;" width="20" /></a> - <a href="https://plus.google.com/116761214452114671837?rel=author" rel="author">Danial Klimkin</a>, AdWords API Team.</span> </div> <span itemprop='author' itemscope='itemscope' itemtype='http://schema.org/Person'> <meta content='https://plus.google.com/116899029375914044550' itemprop='url'/> </span> </script> <noscript> <div dir="ltr" style="text-align: left;" trbidi="on"> The AdWords API is designed to handle a high volume of changes, and many services allow developers to submit a large number of operations in one request. Most of the AdWords API services are synchronous though, so the client sends the request to the server, waits for processing and receives the result back.<br /> <br /> Unlike other services, the <a href="http://code.google.com/apis/adwords/docs/reference/latest/MutateJobService.html">MutateJobService</a> (MJS) is designed for an asynchronous workflow. This has the following benefits:<br /> <ul> <li>No need to manage connections for each job - the job is executed autonomously and the results can be retrieved when ready.<br /> </li> <li>Multiple jobs can be submitted and executed in parallel. In fact, the service has no limit on the maximum jobs count.<br /> </li> <li>Transient errors like 'CONCURRENT_MODIFICATION' are automatically retried with no extra requests necessary.<br /> </li> <li>Workload is automatically balanced so you will never receive a 'RateExceededError' error.<br /> </li> </ul> Also, MutateJobService operations <a href="http://code.google.com/apis/adwords/docs/ratesheet.html">cost</a> only 50% of usual operations units cost.<br /> <br /> <strong>Using MutateJobService in existing applications</strong><br /> <br /> Replacing existing calls to synchronous services with calls to MJS is easy. In most cases you can just use the same <a href="http://code.google.com/apis/adwords/docs/reference/latest/MutateJobService.html#mutate">operations</a> array to submit a job. Once submitted, the application needs to check the job status periodically to see when it is complete. Once ready, the results can be retrieved with the <a href="http://code.google.com/apis/adwords/docs/reference/latest/MutateJobService.html#getResult">getResult</a> method.<br /> <br /> Please see examples in <a href="http://code.google.com/p/google-api-adwords-java/source/browse/trunk/examples/v201109/PerformMutateJob.java">Java</a>, <a href="http://code.google.com/p/google-api-adwords-php/source/browse/trunk/examples/v201109/CampaignManagement/AddKeywordsInBulk.php">PHP</a>, <a href="http://code.google.com/p/google-api-adwords-perl/source/browse/tags/current/examples/v201109/campaign_management/add_keywords_in_bulk.pl">Perl</a>, <a href="http://code.google.com/p/google-api-adwords-dotnet/source/browse/trunk/examples/adwords/csharp/v201109/CampaignManagement/AddKeywordsInBulk.cs">DotNet</a>, <a href="http://code.google.com/p/google-api-ads-ruby/source/browse/adwords_api/examples/v201109/campaign_management/add_keywords_in_bulk.rb">Ruby</a> and <a href="http://code.google.com/p/google-api-ads-python/source/browse/trunk/examples/adspygoogle/adwords/v201109/campaign_management/add_keywords_in_bulk.py">Python</a> for more details.<br /> <br /> <strong>Recommendations:</strong><br /> <ul> <li>Don't poll for job status too often as this can result in RATE_EXCEEDED_ERROR error. We recommend pausing for 30 seconds between get requests with an exponential backoff.<br /> </li> <li>For better throughput, fewer large jobs are preferred over many smaller jobs. Once a job is scheduled and is executing, its progress will be very rapid.<br /> </li> <li>When submitting many jobs for the same customerID, overall operation throughput will be optimal if no two outstanding jobs will be modifying the same AdGroup. Making all your jobs touch all AdGroups can cause severe slow-down or even job failures.<br /> </li> </ul> <strong>Note</strong>: while the old BulkMutateJobService is still available we recommend to use the MutateJobService for all future developments.<br /> <br /> MutateJobService is covered in more details in our video presentation: <a href="//www.youtube.com/watch?v=CV_kOTW3ldQ">Efficient API Usage with the MutateJobService</a>. As always, please feel free to ask any questions regarding the AdWords API on our<a href="http://code.google.com/apis/adwords/community/"> forum</a> or during scheduled<a href="http://code.google.com/apis/adwords/community/officehours.html"> office hours</a>.<br /> <br /> <span class="post-author"><a href="https://plus.google.com/116761214452114671837?rel=author"><img height="20" src="https://lh5.googleusercontent.com/-Hq6rboNwMwM/AAAAAAAAAAI/AAAAAAAAAB8/h6qaLWk4PzE/photo.jpg?sz=20" style="border: none; vertical-align: middle;" width="20" /></a> - <a href="https://plus.google.com/116761214452114671837?rel=author" rel="author">Danial Klimkin</a>, AdWords API Team.</span> </div> <span itemprop='author' itemscope='itemscope' itemtype='http://schema.org/Person'> <meta content='https://plus.google.com/116899029375914044550' itemprop='url'/> </span> </noscript> </div> </div> <div class='share'> <span class='twitter-custom social-wrapper' data-href='http://twitter.com/share?text=Google Ads 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href='http://ads-developers.googleblog.com/search/label/ad_manager_api_v202405'> ad_manager_api_v202405 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ad_manager_api_v202408'> ad_manager_api_v202408 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ad_manager_api_v202411'> ad_manager_api_v202411 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ad_param'> ad_param </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ad_speed'> ad_speed </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adexchangebuyer'> adexchangebuyer </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/AdGroup'> AdGroup </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/AdGroupAd'> AdGroupAd </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/admanager_api'> admanager_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/admob'> admob </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/admob_api'> admob_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/admob_api_v1'> admob_api_v1 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/admob_mediation'> admob_mediation </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/admob_sdk'> admob_sdk </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/admob_v4.3.1'> admob_v4.3.1 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/admob_v5.0.5'> admob_v5.0.5 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/admob_v6.0.1'> admob_v6.0.1 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ads'> ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adsense'> adsense </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adsense_api'> adsense_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adsense_host_api'> adsense_host_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adsense_host_api_v3'> adsense_host_api_v3 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adsense_management_api'> adsense_management_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adsense_management_api_v1'> adsense_management_api_v1 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adsense_management_api_v1.1'> adsense_management_api_v1.1 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adsense_management_api_v1.2'> adsense_management_api_v1.2 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adsense_management_api_v1.3'> adsense_management_api_v1.3 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adsense_management_api_v1.4'> adsense_management_api_v1.4 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/advanced_apis'> advanced_apis </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwhirl'> adwhirl </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwhirl_v3.1.1'> adwhirl_v3.1.1 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords'> adwords </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/AdWords%20Scripts'> AdWords Scripts </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_AdGroupCriterionService'> adwords_AdGroupCriterionService </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api'> adwords_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201302'> adwords_api_v201302 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201306'> adwords_api_v201306 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201309'> adwords_api_v201309 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201402'> adwords_api_v201402 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201406'> adwords_api_v201406 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201409'> adwords_api_v201409 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201502'> adwords_api_v201502 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201506'> adwords_api_v201506 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201509'> adwords_api_v201509 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201601'> adwords_api_v201601 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201603'> adwords_api_v201603 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201605'> adwords_api_v201605 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201607'> adwords_api_v201607 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201609'> adwords_api_v201609 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201702'> adwords_api_v201702 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201705'> adwords_api_v201705 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201708'> adwords_api_v201708 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201710'> adwords_api_v201710 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201802'> adwords_api_v201802 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201806'> adwords_api_v201806 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_v201809'> adwords_api_v201809 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_api_workshops'> adwords_api_workshops </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_BatchJobService'> adwords_BatchJobService </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_CampaignService'> adwords_CampaignService </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_CreateAccountService'> adwords_CreateAccountService </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_for_video'> adwords_for_video </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_ManagedCustomerService'> adwords_ManagedCustomerService </a> </li> <li> <span dir='ltr'> adwords_MutateJobService </span> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_ReportDefinitionService'> adwords_ReportDefinitionService </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_scripts'> adwords_scripts </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201109'> adwords_v201109 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201206'> adwords_v201206 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201209'> adwords_v201209 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201302'> adwords_v201302 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201306'> adwords_v201306 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201309'> adwords_v201309 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201601'> adwords_v201601 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201605'> adwords_v201605 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201607'> adwords_v201607 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201609'> adwords_v201609 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201702'> adwords_v201702 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201802'> adwords_v201802 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201806'> adwords_v201806 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/adwords_v201809'> adwords_v201809 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/alerting'> alerting </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/amp'> amp </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/analytics'> analytics </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/analyticsapi'> analyticsapi </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/android'> android </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/android_layout'> android_layout </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/animation'> animation </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/announcement'> announcement </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/annual%20developer%20survey'> annual developer survey </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/api'> api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/app_engine'> app_engine </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/asset_group'> asset_group </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/asset_group_listing_group_filter'> asset_group_listing_group_filter </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/asset_group_signal'> asset_group_signal </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/assets'> assets </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/attribution_reporting_api'> attribution_reporting_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/audiences'> audiences </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/authentication'> authentication </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/authorization'> authorization </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/authorized_buyer'> authorized_buyer </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/authorized_buyers'> authorized_buyers </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/aw_reporting'> aw_reporting </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/awql'> awql </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/batch_processing'> batch_processing </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/beacon_api'> beacon_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/best_practices'> best_practices </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/beta'> beta </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/bid_manager_api'> bid_manager_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/bid_modifiers'> bid_modifiers </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/bidding'> bidding </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/billing'> billing </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/brand%20guidelines'> brand guidelines </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/brand_guidelines'> brand_guidelines </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/budget_order_service'> budget_order_service </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/budgets'> budgets </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/builders'> builders </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/bulk_upload'> bulk_upload </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/c%23'> c# </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/caf_sdk'> caf_sdk </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/call_extensions'> call_extensions </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/call_metrics'> call_metrics </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/call_only'> call_only </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/call_tracking'> call_tracking </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/call-only'> call-only </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/callout_extensions'> callout_extensions </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/campaign'> campaign </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/CampaignCriterion'> CampaignCriterion </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/case_study'> case_study </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/cast'> cast </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/certificates'> certificates </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/certification'> certification </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/chart_tools'> chart_tools </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/chrome'> chrome </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/chromecast'> chromecast </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/click'> click </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/click_tracking'> click_tracking </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/click_type'> click_type </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/click-to-download'> click-to-download </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/clicks'> clicks </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/client_libraries'> client_libraries </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/client_library'> client_library </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/cm360'> cm360 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/code_examples'> code_examples </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/common_questions'> common_questions </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/conference'> conference </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/content'> content </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/content_api'> content_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/conversion'> conversion </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/conversions'> conversions </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ConversionTrackerService'> ConversionTrackerService </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/converted_clicks'> converted_clicks </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/creative_platforms'> creative_platforms </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/creatives'> creatives </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/custom_fields'> custom_fields </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/customer_match'> customer_match </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/DAI'> DAI </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dart'> dart </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dbm_api'> dbm_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/debugging'> debugging </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/decorators'> decorators </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/deprecation'> deprecation </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/developer'> developer </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfa_ad_service'> dfa_ad_service </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfa_api'> dfa_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfa_api_v118'> dfa_api_v118 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfa_creative_service'> dfa_creative_service </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfa_reporting_api'> dfa_reporting_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfa_site_service'> dfa_site_service </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfa_v1.16'> dfa_v1.16 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfa_v1.17'> dfa_v1.17 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfa_v1.18'> dfa_v1.18 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfa_v1.19'> dfa_v1.19 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfa_v1.20'> dfa_v1.20 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp'> dfp </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_api'> dfp_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_appengine'> dfp_appengine </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_creatives'> dfp_creatives </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_inventory'> dfp_inventory </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_mobile'> dfp_mobile </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_pql'> dfp_pql </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_reports'> dfp_reports </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_sales'> dfp_sales </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_teams'> dfp_teams </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_v201111'> dfp_v201111 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_v201201'> dfp_v201201 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_v201203'> dfp_v201203 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_v201204'> dfp_v201204 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_v201206'> dfp_v201206 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_v201208'> dfp_v201208 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_v201211'> dfp_v201211 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_v201302'> dfp_v201302 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_v201308'> dfp_v201308 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_v201608'> dfp_v201608 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dfp_v201711'> dfp_v201711 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/display'> display </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/display_network'> display_network </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/display_select'> display_select </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/display_smart_campaign'> display_smart_campaign </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/docs'> docs </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dotnet'> dotnet </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/doubleclick'> doubleclick </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/DoubleClick_Rich_Media'> DoubleClick_Rich_Media </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/doubleclick_studio'> doubleclick_studio </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/drafts'> drafts </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dsa'> dsa </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dv360'> dv360 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dv360_api'> dv360_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/dynamic_creative'> dynamic_creative </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/enhanced_campaigns'> enhanced_campaigns </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/entity_read_files'> entity_read_files </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/erf'> erf </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/error%20handling'> error handling </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/eta'> eta </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/examples'> examples </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/excluded_placement_lists'> excluded_placement_lists </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/exoplayer'> exoplayer </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/expanded_text_ads'> expanded_text_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/experiment'> experiment </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/experiments'> experiments </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/faq'> faq </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/feedback'> feedback </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/feeds'> feeds </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/firebase'> firebase </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/flash'> flash </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/flash_sdk'> flash_sdk </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/floc'> floc </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/flutter'> flutter </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/forecast_service'> forecast_service </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/games'> games </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/gaql'> gaql </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/gclid'> gclid </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/gdc'> gdc </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/gdl'> gdl </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/geo_targets'> geo_targets </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/geotargeting'> geotargeting </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/gmail_ads'> gmail_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/gmail_image_ads'> gmail_image_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/gmail_multi_product_ads'> gmail_multi_product_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/gmail_single_promotion_ads'> gmail_single_promotion_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/GMF'> GMF </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/gmp'> gmp </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/golang'> golang </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads'> google_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api'> google_ads_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_migration_workshop'> google_ads_api_migration_workshop </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v0'> google_ads_api_v0 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v0_1'> google_ads_api_v0_1 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v0_3'> google_ads_api_v0_3 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v0_4'> google_ads_api_v0_4 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v0_5'> google_ads_api_v0_5 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v0_6'> google_ads_api_v0_6 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v0_7'> google_ads_api_v0_7 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v1_0'> google_ads_api_v1_0 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v1_1'> google_ads_api_v1_1 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v1_2'> google_ads_api_v1_2 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v1_3'> google_ads_api_v1_3 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v2_1'> google_ads_api_v2_1 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v3_0'> google_ads_api_v3_0 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v3_1'> google_ads_api_v3_1 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v4'> google_ads_api_v4 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v5'> google_ads_api_v5 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_api_v6'> google_ads_api_v6 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_scripts'> google_ads_scripts </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_ads_solutions'> google_ads_solutions </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_apis'> google_apis </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_apps_script'> google_apps_script </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_drive'> google_drive </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_play_services'> google_play_services </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/google_plus'> google_plus </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/gpt'> gpt </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/guide'> guide </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/guides'> guides </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/hangout'> hangout </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/hotel_ads'> hotel_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/hotel_campaigns'> hotel_campaigns </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/html5'> html5 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/html5_ads'> html5_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/https'> https </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/i18n'> i18n </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ids'> ids </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ima_android'> ima_android </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ima_flash'> ima_flash </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ima_html5'> ima_html5 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ima_ios'> ima_ios </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ima_roku'> ima_roku </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ima_sdk'> ima_sdk </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/image'> image </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/image_ads'> image_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/implementation'> implementation </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/impression_share'> impression_share </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/interstitial'> interstitial </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/interview'> interview </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/io13'> io13 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/iOS'> iOS </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/iOS9'> iOS9 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/java_app_engine'> java_app_engine </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/java_dart_api'> java_dart_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/jdbc'> jdbc </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/keyword_optimizer'> keyword_optimizer </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/keywords'> keywords </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/kotlin'> kotlin </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/labels'> labels </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/limits'> limits </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/line_item'> line_item </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/linq'> linq </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/listing_groups'> listing_groups </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/location_extensions'> location_extensions </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/location_feeds'> location_feeds </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/LocationExtensionOperand'> LocationExtensionOperand </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/LocationGroups'> LocationGroups </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/logging'> logging </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/manager_accounts'> manager_accounts </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/maps_api'> maps_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/marketplace'> marketplace </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/maximize'> maximize </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/mcc'> mcc </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/media'> media </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/media_bundle'> media_bundle </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/mediation_test_suite'> mediation_test_suite </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/merchant_api'> merchant_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/migration'> migration </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/mobile'> mobile </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/mobile_ads'> mobile_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/mobile_ads_garage'> mobile_ads_garage </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/mobile_ads_sdk'> mobile_ads_sdk </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/mobile_sites'> mobile_sites </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/mobile_speed'> mobile_speed </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/mobile_targeting'> mobile_targeting </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/mobile_ux'> mobile_ux </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/monitoring'> monitoring </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/native'> native </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/native_ads_express'> native_ads_express </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/new_features'> new_features </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/oath2'> oath2 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/oauth'> oauth </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/oauth2'> oauth2 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/offline_conversions'> offline_conversions </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/OfflineConversionFeedService'> OfflineConversionFeedService </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/open_source'> open_source </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/openrtb'> openrtb </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/optimization'> optimization </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/Performance%20Max'> Performance Max </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/performance_max'> performance_max </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/performance_max_api_workshop'> performance_max_api_workshop </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/php'> php </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/PLA'> PLA </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/placements'> placements </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/PMax'> PMax </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/policy'> policy </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/policy_violation'> policy_violation </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/PQL'> PQL </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/price_extension'> price_extension </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/privacy'> privacy </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/privacy_sandbox'> privacy_sandbox </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/product_listing_ads'> product_listing_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/proguard'> proguard </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/promotion_line'> promotion_line </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/publisher_ads_audits'> publisher_ads_audits </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/python'> python </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/qa'> qa </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/quality_score'> quality_score </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/query_builder_blog_series'> query_builder_blog_series </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/query_language'> query_language </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/quota'> quota </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/rate_limiter'> rate_limiter </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/rate_sheet'> rate_sheet </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/RateExceededError'> RateExceededError </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/realtime_bidding'> realtime_bidding </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/realtime_bidding_api'> realtime_bidding_api </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/realtime_bidding_protocol'> realtime_bidding_protocol </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/realtimebidding'> realtimebidding </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/recommendations'> recommendations </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/referer'> referer </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/release'> release </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/remarketing'> remarketing </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/reporting'> reporting </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/reports'> reports </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/responsive_ads'> responsive_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/rewarded_video'> rewarded_video </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/rmf'> rmf </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ruby'> ruby </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/sa360'> sa360 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/sandbox'> sandbox </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/scripts'> scripts </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/sdf'> sdf </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/sdkless'> sdkless </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/search'> search </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/search%20audience'> search audience </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/search%20terms'> search terms </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/search_audience'> search_audience </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/search_network'> search_network </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/search_theme'> search_theme </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/selector'> selector </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/sendbeacon'> sendbeacon </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/service_accounts'> service_accounts </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/shared_negative_keywords'> shared_negative_keywords </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/shopping'> shopping </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/simulations'> simulations </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/sitelinks'> sitelinks </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/smart'> smart </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/snds'> snds </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/spend'> spend </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ssl'> ssl </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/StepInsideAdWords'> StepInsideAdWords </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/success_stories'> success_stories </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/suggested_ad_units'> suggested_ad_units </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/sunset'> sunset </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/survey'> survey </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/swift'> swift </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/swiftui'> swiftui </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/target'> target </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/target_cpa'> target_cpa </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/targeting'> targeting </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/template_ads'> template_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/terms'> terms </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/test_accounts'> test_accounts </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/test_network'> test_network </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/testing'> testing </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/text_ads'> text_ads </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/text_asset_automation'> text_asset_automation </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/tools'> tools </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/trials'> trials </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/turtledove'> turtledove </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/ui'> ui </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/unity'> unity </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/update'> update </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/updates'> updates </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/upgrade'> upgrade </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/upgraded_urls'> upgraded_urls </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/v201509'> v201509 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/vast3'> vast3 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/vcpm'> vcpm </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/video'> video </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/viewable-cpm'> viewable-cpm </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/webinar'> webinar </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/workshop'> workshop </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/workshops'> workshops </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/wp8'> wp8 </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/xml'> xml </a> </li> <li> <a dir='ltr' href='http://ads-developers.googleblog.com/search/label/youtube'> youtube </a> </li> </ul> <div class='clear'></div> </div> </div><div class='widget BlogArchive' data-version='1' id='BlogArchive1'> <div class='tab'> <i class='material-icons icon'>  </i> <h2> Archive </h2> <i class='material-icons arrow'>  </i> </div> <div class='widget-content'> <div id='ArchiveList'> <div id='BlogArchive1_ArchiveList'> <ul class='hierarchy'> <li class='archivedate expanded'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy toggle-open'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2025/'> 2025 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate expanded'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2025/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2025/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/'> 2024 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/12/'> Dec </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/11/'> Nov </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/10/'> Oct </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/09/'> Sep </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2024/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/'> 2023 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/12/'> Dec </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/11/'> Nov </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/10/'> Oct </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/09/'> Sep </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2023/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/'> 2022 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/12/'> Dec </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/11/'> Nov </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/10/'> Oct </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/09/'> Sep </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2022/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/'> 2021 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/12/'> Dec </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/11/'> Nov </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/10/'> Oct </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/09/'> Sep </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2021/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/'> 2020 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/12/'> Dec </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/11/'> Nov </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/10/'> Oct </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/09/'> Sep </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2020/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/'> 2019 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/12/'> Dec </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/11/'> Nov </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/10/'> Oct </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/09/'> Sep </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2019/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/'> 2018 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/12/'> Dec </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/11/'> Nov </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/10/'> Oct </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/09/'> Sep </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2018/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/'> 2017 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/12/'> Dec </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/11/'> Nov </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/10/'> Oct </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/09/'> Sep </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2017/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/'> 2016 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/12/'> Dec </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/11/'> Nov </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/10/'> Oct </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/09/'> Sep </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2016/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/'> 2015 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/12/'> Dec </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/11/'> Nov </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/10/'> Oct </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/09/'> Sep </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2015/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' 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class='post-count-link' href='http://ads-developers.googleblog.com/2014/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2014/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2014/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2014/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2014/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2014/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2014/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2014/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/'> 2013 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/12/'> Dec </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/11/'> Nov </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/10/'> Oct </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/09/'> Sep </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2013/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/'> 2012 </a> </div> <div class='items'> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/12/'> Dec </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/11/'> Nov </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/10/'> Oct </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/09/'> Sep </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/08/'> Aug </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/07/'> Jul </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/06/'> Jun </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/05/'> May </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/04/'> Apr </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/03/'> Mar </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/02/'> Feb </a> </div> <div class='items'> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class=''> <a class='post-count-link' href='http://ads-developers.googleblog.com/2012/01/'> Jan </a> </div> <div class='items'> </div> </li> </ul> </div> </li> </ul> <ul class='hierarchy'> <li class='archivedate collapsed'> <div class='intervalToggle'> <span class='new-toggle' href='javascript:void(0)'> <i class='material-icons arrow'>  </i> </span> <a class='toggle' href='javascript:void(0)' style='display: none'> <span class='zippy'> <i class='material-icons'>  </i>   </span> </a> <a class='post-count-link' 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compatibility summaryHtml = $.trim(summaryHtml).replace(/(<br>|\s)+$/,''); if (lastNode.nodeType == 3) { var lastChar = summaryHtml.slice(-1); if (!lastChar.match(/[.”"?]/)) { if (!lastChar.match(/[A-Za-z]/)) { summaryHtml = summaryHtml.slice(0, -1); } summaryHtml += ' ...'; } } else if (lastNode.nodeType == 1 && (lastNode.nodeName == 'I' || lastNode.nodeName == 'A')) { summaryHtml += ' ...'; } return summaryHtml; }; BreakpointHandler.prototype.generateSummaryFromContent = function(content, numWords) { var seenWords = 0; var summaryHtml = ''; for (var i=0; i < content.childNodes.length; i++) { var node = content.childNodes[i]; var nodeText; if (node.nodeType == 1) { if (node.hasAttribute('data-about-pullquote')) { continue; } nodeText = node.textContent; if (nodeText === undefined) { // innerText for IE8 nodeText = node.innerText; } if (node.nodeName == 'DIV' || node.nodeName == 'B') { // Don't end early if we haven't seen enough words. if (seenWords < 10) { continue; } if (i > 0) { 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