Google now answers many buyer queries with an AI Overview above the links — and a full AI Mode beside them. Ranking #1 no longer means you’re in the answer. We measure whether you are.
Google AI Overviews / AI Mode visibility — whether Google’s AI answers name, recommend, cite, omit, or misrepresent your product for buyer-intent queries, both in the Overview above the links and in the conversational AI Mode surface.
Google’s AI experiences sit on top of its existing index. Two surfaces matter for SaaS buyers:
The decisive point for SaaS: classic ranking and AI inclusion can diverge. Google frequently builds the Overview’s shortlist from review sites, comparison content, and community sources rather than the top organic result. You can hold the #1 link and still be absent from the AI answer occupying the top of the page — the single most common surprise in a first audit.
Because both surfaces are grounded in Google’s index, they cite indexable, crawlable web pages: review sites, “best X” and comparison pages, documentation, authoritative editorial content, and structured product information. Google’s own guidance is explicit that there’s no special “AI markup” — the same fundamentals that earn classic visibility are what make a page eligible to be cited in an AI answer.
Google is clear there’s no placement to buy in AI answers. The levers are the public fundamentals.
Answerability — useful, unique content that directly answers the buyer’s question on a crawlable page.
Sources — presence and accuracy on the review and comparison sites that feed Overviews in your category.
Structured data — accurate, standard schema so Google can parse your facts unambiguously.
Crawlability — pages that are indexable and not blocked, so they’re eligible at all.
Inclusion — whether an Overview triggers for a query, and whether it names you.
Position — there is no AI-answer placement to purchase or set.
Triggering — Overviews don’t appear for every query and vary by user and region.
No special markup, no paid AI placement, no inclusion guarantees.
Illustrative figures for the fictional category “AI sales assistants for seed-stage SaaS.” We track whether an AI answer even triggered, then whether you appeared.
The “rank #1 but omitted” figure is the one that surprises teams most. See the full sample report and GEO vs SEO.
We do not promise Overview inclusion or any ranking. Google states AI experiences reward the same fundamentals as classic search; we measure your appearance and accuracy, and improve the public evidence Google reads. Snapshot starts at $99.
AI Overviews are the synthesised summaries that appear above the classic blue links for many queries. AI Mode is Google's fuller conversational search surface where the entire experience is an AI answer with follow-ups. Both build answers from Google's index and both carry source links; we test the ones relevant to your category and report each separately.
Not necessarily. The Overview often draws its shortlist from review sites, comparison pages, and community content rather than the top organic result for the head term. It's common to rank well and still be omitted from the AI answer sitting above your link — which is exactly the gap an audit surfaces.
Yes. Google states that AI experiences in Search reward the same fundamentals as classic search: useful, accessible, unique content; crawlable pages; accurate structured data; and clear source material. There is no special AI markup and no way to buy placement — the levers are the public, honest ones.
No. Overviews and AI Mode don't appear for every query, vary by user and region, and offer no inclusion or ranking guarantee. We measure your appearance, citation, omission, and misrepresentation rates and improve the evidence Google reads. Anyone promising guaranteed Overview inclusion is misleading you.
We run your buyer-intent prompts and record, per prompt, whether an AI Overview or AI Mode answer triggered, whether you were named or cited, and what it said — as a numerator over a denominator. Prompts where no AI answer appears are reported as such, not hidden.
We measure whether AI Overviews and AI Mode name you for buyer queries — even where you already rank — with evidence on every claim.