Sauce · Generative AI Search
How AI Overviews decide which business to mention
Quick answer
Google’s AI Overviews now appear on a large and growing share of searches, in the mid-teens percent of tracked queries and climbing through 2026, far higher for research and comparison queries. That is an AI-written answer above the traditional results, built from a small set of sources the system decided it could trust enough to summarise confidently. How that trust gets built changes what is worth doing, for local service businesses in Canada and the United States alike.
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Get the free scanA generative answer engine does not work like a search engine, even though it is built on top of one.
A search engine hands you a ranked list and lets you decide. A generative engine reads a slice of that same web, picks a small set of sources it is confident enough in to summarise, and writes the answer directly. Being page-one on the underlying search does not guarantee being one of the sources chosen for the summary.
- Returns a ranked list of ten links.
- The searcher clicks and judges each page.
- Your #1 position gets you the click.
- One page, one source, one decision.
- Reads many sources, writes one answer.
- Names two or three businesses; the rest are not in the answer.
- Picks sources it can state facts from confidently.
- Your #1 position is one input among many.
How big this is now
Independent tracking puts AI Overviews in the mid-teens percent of tracked queries as of 2026 and rising, with the figure varying by measurement method and query type. Informational and comparison questions see them far more often than direct transactional searches. Whatever the number on a given day, this is a large and growing share of the searches that used to send a click straight to a business’s website or profile.
What the system is actually checking
Three things matter more here than in a traditional ranking, based on the available evidence.
- A generative system is trying to state facts confidently.
- Name, address, phone, and core details identical everywhere give it less reason to hedge.
- Scattered, slightly-conflicting information gives it every reason to leave you out.
- This is the single biggest lever most local businesses have not pulled.
- The overlap between top Google rankings and AI-cited sources has fallen from roughly 70% to below 20% (Brandlight, directional).
- The system draws on a wider, more distributed set of sources than a person clicking results would.
- Directories, review sites, and structured listings carry more weight in that mix.
- Your presence and accuracy on those third-party sources matters as much as your own pages.
- Pages that answer a specific question directly and plainly are easier to lift correctly.
- Padded, vague, or sales-first pages are harder for a summariser to quote.
- Put the answer in the first paragraph, with a source, then expand.
- Adding checkable citations, quotations, and figures measurably raises how often a page is surfaced.3
By the numbers
By the numbers
- INDEPENDENT RESEARCH AI Overviews appear on the mid-teens percent of tracked queries and rising, higher for research and comparison searches (Search Engine Land, 2026).
- INDUSTRY ANALYSIS The overlap between top Google results and AI-cited sources has fallen from roughly 70% to below 20% (Brandlight); one firm’s measurement, directional.
- CONTROLLED TEST Adding citations, quotations, and statistics to a source raised its visibility in generative-engine answers by up to roughly 40% on the authors’ benchmark (Aggarwal et al., KDD 2024).
- DHM INTERPRETATION Nobody has published the summarisation formula. What the evidence points back to is the same fundamentals, done clearly enough to be quoted accurately.
Find your leak
Where would a generative engine get stuck on you?
Pick the one closest to your situation.
Our details aren’t consistent everywhere
The exact thing a generative system checks before it will state a fact about you confidently.
See how it works › Leak 02I don’t know what AEO or GEO actually means
The honest version, with no invented AI ranking algorithm attached.
See the honest version › Leak 03I want to see the sourced data behind this
The full 2026 ranking factors survey, including what shifts specifically for AI search.
Read the guide ›The part worth being honest about
Nobody, including the platforms, has published an exact formula for what gets summarised and what does not. Anyone claiming a proprietary way to guarantee a mention in an AI Overview is describing something that does not exist as a documented mechanism. What does exist, and what the evidence points back to, is the same foundational work, done clearly and consistently enough that a system trying to be accurate has an easy time being accurate about you.
How does an AI Overview decide which businesses to name?
It reads a slice of the web, selects a small set of sources it can state facts from confidently, and writes the answer. Selection leans on consistency of the business’s core facts across sources, presence on third-party sites beyond its own, and pages that answer the question plainly. Being #1 in the underlying search is one input, not the deciding one.
Why is my #1-ranked page not in the AI Overview?
Because the overview is a synthesis, not a single result. The overlap between top rankings and AI-cited sources has dropped sharply. If your facts conflict across sources, or the ranking page sells rather than answers, a summariser will reach for something it can quote more safely.
What can I actually do to appear in AI Overviews?
Make your name, address, phone, and description identical everywhere. Fix your presence on the directories and review sites assistants lean on. Write pages that answer specific questions directly, with the answer and a source up front. Add checkable figures and quotations. There is no dial beyond doing the fundamentals well.
Is the AI Overview prevalence number reliable?
Treat it as directional. Independent trackers put it in the mid-teens percent of queries and rising, but the figure moves with measurement method and query type, and research or comparison queries run much higher than transactional ones. Google does not publish the rate.
Can an agency guarantee I’ll be cited in an AI Overview?
No. There is no documented ranking mechanism and no paid placement inside the summary, and the models change often. A credible provider commits to the entity and content work that makes you citable, and to verifying the outcome, not to a guaranteed mention.
Sources
- Search Engine Land, Google AI Overviews coverage (2026): AI Overviews on a large and rising share of queries; prevalence varies by measurement method and query type.
- Brandlight, GEO source-overlap analysis (top Google rankings versus AI-cited sources), industry analysis referenced on Digital Handshake Media’s AEO/GEO page. One firm’s measurement; directional.
- Peer-reviewed: Aggarwal, P., et al. (2024). “GEO: Generative Engine Optimization.” Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’24). On the authors’ benchmark, adding citations, quotations, and statistics to a source raised its visibility in generative-engine answers by up to roughly 40%.
- Google Search Central, AI features and your website: AI-search guidance points back to the same content standards as regular search.
AI Overview prevalence figures vary by measurement method and query type and are moving quickly; treat any single number as a directional snapshot, not a disclosed figure.
Next step
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