Google AI Overviews
Cited in summary
Key signal: Feed + FAQ depth
Ads: Ads must match what the overview promises.
AEO & GEO
AEO — visibility in Google, Bing, and Perplexity answers. GEO — recommendations in ChatGPT, Gemini, and Meta AI. One catalog layer feeds both.
58%
AU shoppers start with AI or zero-click answers
Indicative 2025 research
3×
Higher trust loss when ad ≠ PDP
Paid + AI surfaces combined
12+
Prompts we test in a full audit
ChatGPT, Gemini, Perplexity
4
Platforms in one catalog foundation
Google, Meta, OpenAI, Shopify
The channel shift
AEO
PMax
GEO
The summary above the links can send traffic — or send shoppers to a competitor — before anyone clicks your site.
Automated bidding still needs truth on the PDP. AI punishes ad–storefront mismatches faster than humans forgive them.
Four surfaces — same foundation: a catalog machines can read without guessing.
Google AI Overviews
Cited in summary
Key signal: Feed + FAQ depth
Ads: Ads must match what the overview promises.
ChatGPT Shopping
Recommended SKU
Key signal: Variants + trust
Ads: Paid amplifies listings the model already trusts.
Meta Advantage+
ROAS holds
Key signal: PDP = ad hook
Ads: Creative AI outruns weak storefront proof.
Perplexity / Copilot
Quoted facts
Key signal: Plain HTML specs
Ads: Same SERP — win ad + citation narrative.
Baseline
Free scanner — feed, trust, platform scores.
Fix catalog
Titles, variants, policies machines can quote.
Validate live
AI Commerce Audit — real prompts, competitors.
Scale paid
Google, Meta, OpenAI when PDPs match AI.
Independent consultancy — not affiliated with Shopify, Google, Meta, or OpenAI. Scores and examples are indicative from public data; they do not guarantee rankings or ad approval.