AI Search and Your Local Business

The short answer, and it is not what you have been pitched

Google's own documentation says there is nothing special to do. Its guidance for AI features states, in writing: there are no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary.

Its optimization guide goes further and names the products being sold to you that you do not need: you do not need to create machine-readable files, AI text files, markup or Markdown; there is no requirement to break content into tiny pieces for AI to understand it; you do not need to write in a specific way for generative search; and structured data is not required, with no special schema markup to add.

That is Google, in its own words, contradicting the pitch for an AI search optimization package. Print it out and hand it to the next caller.

The rest of this guide separates what is documented from what is inferred and ends with what we would actually change for a business around Cedar Creek Lake. The conclusion is modest, and we would rather say so than sell you a new line item.

What these things actually are

Three different products get bundled together under AI search and they behave differently.

AI Overviews are the generated summary that sometimes appears at the top of a Google results page. Announced as Search Generative Experience at Google I/O in May 2023, rebranded and launched in the US as AI Overviews in May 2024 — a launch that produced the widely reported answers advising people to eat rocks and put glue on pizza, after which Google restricted the feature within weeks.

AI Mode is a separate conversational search surface within Google, where the answer is the interface rather than a box above the links.

Assistants — ChatGPT, Perplexity and the rest — are not Google at all. They have their own indexes, search partners and rules, and none publishes a way for a business to submit or correct its information.

Context that matters when planning: publisher lawsuits have been filed, the European Commission opened a competition investigation in December 2025, and the feature was restricted for health queries after an investigation in January 2026. We would not build a strategy on a surface under litigation and regulatory review that has already been narrowed once.

What Google documents, precisely

Two mechanisms are documented and they are worth understanding because they are the only two with a real basis.

Retrieval-augmented generation. The model does not know things about your business; it retrieves pages from the existing search index and reviews the information in them to generate a response. The consequence: if you are not indexed, you cannot be retrieved. Ordinary search work is upstream of AI visibility, and there is no separate door.

Query fan-out. Google describes a set of concurrent related queries generated by the model to fetch additional results. So the words the user typed are not the only search being run. Interesting, and not actionable in any way anybody has demonstrated.

Google also states that its generative AI features are rooted in its core Search ranking and quality systems — the same machinery, not a parallel one.

Controls. The snippet controls you already have are the controls you get: nosnippet, data-nosnippet, max-snippet and noindex. There is no way to opt out of AI Overviews while remaining in Search, and the Google-Extended token governs training and grounding in other Google systems, not AI Overviews eligibility. Google's page on AI features is short and worth reading.

The click-through evidence, and who paid for it

The claim you have heard is that AI Overviews are destroying clicks. The evidence, graded:

The best independent evidence is from the Pew Research Center, published 22 July 2025. Method: real browsing data from a panel of 900 US adults during March 2025, covering 68,879 unique Google searches, of which 12,593 produced an AI summary. Users clicked a traditional search result on 8% of visits where an AI summary appeared, against 15% where none did; clicked a link inside the summary on 1% of visits; and ended the browsing session entirely on 26% of pages with a summary against 16% without. Pew's writeup is public.

Google publicly disputed the study, arguing the methodology does not reflect overall traffic. We report the dispute; we cannot resolve it.

The limitation that matters most to you: the study does not separate query types. A question about how to fix a leaking tap and a search for a plumber near a boat ramp are not the same behavior, and it does not tell us what happens to local-intent searches specifically.

Now the vendor evidence, labeled as such. Seer Interactive, a marketing agency, published aggregated data from its own clients — 53 brands, millions of tracked queries, January 2025 through February 2026 — reporting that organic click-through where an AI Overview appeared fell while click-through without one rose, and that being cited inside an overview delivered more clicks per impression than not being cited. Real data, from a self-selected sample, published by a company that sells the remedy. Directional, not settled.

And the category to discount hardest: any figure from an SEO tool vendor is measured on that vendor's keyword universe, which skews heavily toward informational head terms — precisely the queries AI Overviews consume. It does not follow that a search for a plumber in Mabank behaves the same way, and whether AI Overviews appear at all for high-commercial local queries is unmeasured as far as we can establish.

Assistants and local businesses: what is genuinely not known

This section is mostly a list of unknowns, and that is the honest state of it.

ChatGPT. OpenAI documents that ChatGPT search uses third-party search providers and, for local queries, a maps and places provider, with maps-backed local search arriving in its December 2024 releases. What OpenAI does not publish: which places dataset is authoritative, how businesses are ranked within it, or any way for a business to submit or correct its own information. There is no ChatGPT equivalent of a Google Business Profile. Anyone selling you a listing in ChatGPT is selling something that does not exist.

The one observational study we would cite, with its caveats attached. BrightLocal ran 800 manual local business searches in ChatGPT in November 2024 across twenty verticals and twenty cities. Business websites dominated the sources, followed by mentions of businesses on other sites, with directories a distant third — and Yelp, Facebook and Google Maps did not appear as directory sources at all. Caveats: BrightLocal sells local search software; the study is nearly two years old and ChatGPT's search stack has changed substantially since; and that is a small sample per city. Do not treat those proportions as current. The point that survives is that your own website carries a lot of the weight.

Perplexity cites its sources inline, which makes it the only one of these where you can see where an answer came from. It publishes no local business submission process either.

What is not known, and should be stated as not known: how any assistant ranks two equally relevant local businesses; whether Google reviews influence assistant answers at all; and how often assistants are used for local commercial intent rather than research. If a vendor claims a study on the last one, check who paid for it.

The one genuinely new task, and it is free

There is exactly one thing here we would tell every business owner around the lake to do, and it takes about ten minutes. Ask ChatGPT, Perplexity and Google's AI Mode about your own business. What are your hours, what do you do, what area do you serve, are you still open. Then check whether the answers are right.

The reason this matters is mechanical rather than mystical. These systems describe you from whatever text about you exists where they look — your website, old directory entries, a chamber listing from four years ago. If your hours changed in 2023 and a directory still carries the old ones, an assistant may repeat them confidently.

When you find something wrong, the fix is not an AI service. Correct the source that is wrong, make sure your own site states your hours, service area, phone number and what you do in plain readable text, and let the machines re-read it. Same discipline as before, aimed at a new reader.

One mechanical caution: do not block AI crawlers and then complain about invisibility. A robots.txt written after somebody read a frightening article can remove you from the retrieval step that surfaces you.

What we would not buy

Four things, plainly.

• A GEO or AEO package. Generative engine optimization and answer engine optimization are vendor coinages, not Google terms, and what they deliver is AI text files, AI schema, content chunking and answer formatting — all of which Google's own documentation says are unnecessary.
• Getting listed in ChatGPT. No submission mechanism, no ranking documentation, no reporting. There is nothing to buy — only something to check, and that is free.
• Monthly AI visibility reporting. Search Console added generative AI performance reports on 3 June 2026, which is genuinely useful because AI traffic was previously invisible. But at launch it is impressions only — no clicks, no click-through rate, no query detail — with experiments excluded and recent data preliminary. That is not yet enough to justify a recurring line item.
• A strategy built on head-term statistics. Applying an AI Overview click-loss figure measured on informational keywords to a local service business builds a plan for a problem you may not have.

The honest conclusion for a business around Cedar Creek Lake

Very little changes, and the reasons are specific rather than dismissive.

The path from an assistant to a booked job is unmeasured. No credible public dataset exists on assistant use for local commercial intent, and Google's own AI reporting cannot yet show a click.

The actions that would help are the actions ordinary search work already covers. Be indexed. Say what you do, where you do it, when you are open and how to reach you, in text a crawler can read. Keep the profile correct. Get reviews. That list did not change because the interface did.

Your customer base may skew away from this entirely. The lake towns differ sharply on age — the median in Gun Barrel City is above fifty and more than a quarter of the population is sixty-five or over, against a median in the low thirties in Mabank, a seventeen-year gap between towns nine road miles apart. We would not assert an adoption difference we cannot source, but a business selling to retirees on the east shore and one selling to Mabank ISD parents are not looking at the same customer.

So: do the free ten-minute check, fix whatever is wrong at the source, and carry on. If in two years there is measurable traffic and a way to influence it, that will be a different conversation and we will say so then. Selling you a package for it now would require us to know things nobody currently knows.