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AI Max for Search Campaigns — A Practitioner’s First Take

John Williams · Senior Paid Media Specialist · $48M+ Managed · Feb 2026
What's the difference between AI Max and regular search campaigns?
AI Max bundles broad match expansion, auto-generated ad copy, and Final URL expansion into one toggle. It's Google's most aggressive move to make keywords optional — powerful but risky if your site isn't clean.
Should I enable it on all campaigns?

What Google Launched

Google Ads insights

AI Max for Search is a one-click feature suite that applies broad match expansion, text customization (auto-generated headlines and descriptions), and Final URL expansion to your Search campaigns. Google claims advertisers see 14% more conversions at similar CPA/ROAS, jumping to 27% for campaigns still using mostly exact and phrase match keywords. L’Oréal reported a 2x higher conversion rate at 31% lower cost-per-conversion.

via Google Ads YouTube channel

How It Works

AI Max bundles three capabilities: Search Term Matching (expands your keywords using broad match and keywordless technology), Text Customization (generates headlines and descriptions from your landing pages and existing ads), and Final URL Expansion (sends users to alternative pages on your domain when Google predicts better performance). New controls include locations of interest at the ad group level and brand controls at campaign and ad group level.

Why This Matters — And Why I Am Cautious

AI Max is Google’s most aggressive move to make keywords optional in Search campaigns. The keywordless matching technology is the same engine that powers Performance Max search queries. This is not inherently bad—I have seen broad match combined with Smart Bidding outperform exact match in accounts with strong conversion data and sufficient volume. The 14% uplift is real for many advertisers.

But here is what concerns me: Final URL expansion means Google can send your traffic to any page on your domain, and text customization means Google can write your ad copy. If you have a messy website with thin pages, broken checkout flows, or off-brand content, AI Max will find those pages and send traffic there. And if your pinned RSA headlines contain legally required disclaimers, Final URL expansion does not respect pinning.

WARNING: If you enable AI Max with Final URL expansion, pinned RSA assets will not be respected. If you have legally reand technical implementation

The Practitioner’s Playbook

Google Ads insights

Enable AI Max selectively. Start with one non-brand campaign that has strong conversion data (50+ conversions per month) and clean landing pages. Monitor the search terms report daily for the first two weeks—AI Max adds new match type values and source columns that show why your ads matched. Use the brand controls to exclude competitor brands you do not want to appear alongside. And deploy your own monitoring scripts to catch the moments when AI Max drifts.

https://github.com/itallstartedwithaidea/google_ads_anomoly_detection_script
Deploy alongside AI Max to catch performance anomalies before they become expensive
googleads_negatives_script

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