Google shares AI and human evaluating process for policy violations

Google's ad review clarification reveals its dual approach of AI and human evaluation for detecting policy violations, empowering advertisers with some transparency.

News

Google released new information about its ad review process, explaining its hybrid approach to enforcing policy violations across its advertising ecosystem.

The details. Google’s clarification emphasizes:

  • Reviews use a combination of AI systems and human evaluators
  • Multiple information sources factor into violation determinations
  • Content removal decisions apply to ads, assets, destinations, and entire accounts
  • English remains the official language for policy enforcement

Between the lines. This transparency update comes as regulatory scrutiny of digital advertising platforms increases globally, with lawmakers demanding more accountability around content moderation practices.

Why we care. Advertisers need clarity on how their content is evaluated as Google continues to enhance its AI-powered review capabilities alongside human oversight. By understanding that Google uses both AI systems and human reviewers, and considers multiple information sources including user complaints and regulatory warnings, you can better anticipate potential compliance issues.

The big picture. By explaining its review methodology, Google appears to be pre-emptively addressing advertiser concerns about account suspensions or content removals that might otherwise seem arbitrary.

The bottom line. Advertisers should ensure their content complies with Google’s policies in English, as translations are provided for convenience but don’t supersede the English-language policy standards.


About the author

Anu Adegbola
Staff
Anu Adegbola has been Paid Media Editor of Search Engine Land since 2024. She covers paid search, paid social, retail media, video and more.

In 2008, Anu's career started with
 delivering digital marketing campaigns (mostly but not exclusively Paid Search) by building strategies, maximising ROI, automating repetitive processes and bringing efficiency from every part of marketing departments through inspiring leadership both on agency, client and marketing tech side.
 
Outside editing Search Engine Land article she is the founder of PPC networking event - PPC Live and host of weekly podcast PPCChat Roundup.
 
She is also an international speaker with some of the stages she has presented on being SMX (US), SMX (Munich), Friends of Search (Amsterdam), brightonSEO, The Marketing Meetup, HeroConf (PPC Hero), SearchLove, BiddableWorld, SESLondon, PPC Chat Live, AdWorld Experience (Bologna) and more.

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