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The Local AI Visibility Index

Fresno Law Offices / Legal Services

We asked 5 AI answer engines 10 questions a prospective customer would actually ask, then measured which of the market’s 82 businesses got named. 79 of them never came up once.

Market
Fresno, CA
Businesses
82
Questions
10
Engines
5
Measured
July 2026

Every business in the market · one dot each · ordered by Google Maps rank · lit = named by at least one engine

Named by AI — 3 businessesNever named — 79 businesses

96.3%

of Law Offices / Legal Services businesses in Fresno were named in none of the 50 AI answers we collected.

Finding 01

Does ranking well on Google mean AI recommends you?

It helps, and it is nowhere near enough. Of the 27 best-ranked businesses in Fresno, 1 got named by an AI engine 3.7%. Of the 28 ranked lowest, 0 did. The single most-named business in this market ranked 40th on Maps, coming up in 10% of answers.

Google rank and AI answers are decided by two different systems looking at different things. Your map position comes from how close you are, what category you are in, and how people engage with your listing. Whether an AI names you depends on whether it can find, read and trust a description of your business in the sources it pulls from. Ranking first buys you better odds. It does not buy you the answer.

Google Maps rank vs getting named — Fresno
Where they rank on Google MapsNamed by AIShare
The 1st third — best ranked on Maps1 of 273.7%
The middle third2 of 277.4%
The bottom third0 of 280%

Finding 02

How many local businesses actually appear in AI answers?

Very few, and the ones that do take most of it. Of 82 businesses measured, 3 were named at least once and 79 were never named. The three most-named businesses took 100% of every mention in the market.

Business A10%
Business B1%
Business C1%
79 businesses0%

Bar length is the share of all 50 answers, so a full bar would mean every answer named them.

Finding 03

Are the best-reviewed businesses invisible to AI?

Often, yes. Take the 20 strongest businesses in Fresno — the top 25% once you combine Google rank, star rating and number of reviews — and 19 were never named by any engine. That is 95% of the best businesses in town, missing from every answer.

One of them ranks 3rd on Maps with 4.9 stars, and was named zero times across all 50 answers. One of them ranks 9th on Maps with 5.0 stars, and was named zero times across all 50 answers. Their customers rate them highly and Google ranks them well. The AI engines do not know they exist.

Why this matters more than who came first. The businesses at the top of this market are already competitive. The businesses with the most to gain are the 19 businesses that earned a top-25% reputation and get none of the benefit of it in AI answers.

Finding 04

Do Google reviews affect whether AI recommends you?

Not measurably. In Fresno the businesses AI named average 4.57 stars and the ones it never named average 4.57 — near enough to identical that ratings are clearly not what is deciding it.

3 businesses here were named by at least one engine, rating between 4.1 and 5.0 stars. 77 were named by none, rating between 2.4 and 5.0. The two groups overlap almost completely.

Reviews do real work in the map pack and in how customers choose. This measures something narrower: whether they are what makes an AI say your name. In Fresno the answer is what the numbers above say it is, and it is not the same answer in every market we measured.

Finding 05

Do ChatGPT, Gemini and Perplexity recommend the same businesses?

No. Asked the same questions about the same market, the closest any two engines came to agreeing was 25% of thebusinesses they named — and the furthest apart pair agreed on just 0%.

Each engine surfaced a different slice of the market: Gemini named 11, Google AI Overview named 4, Perplexity named 3, ChatGPT named 2. Showing up in one does not mean showing up in the others, so checking yourself against a single assistant tells you very little.

11010110ChatGPTGeminiPerplexity
Of the 14 businesses named by any of the three, all three agreed on 0.
How often two engines named the same business
Engine pairAgreed on
ChatGPT & Perplexity25.0%
Perplexity & Google AI Overview16.7%
Gemini & Perplexity7.7%
Gemini & Google AI Overview7.1%
ChatGPT & Claude0.0%
ChatGPT & Gemini0.0%
ChatGPT & Google AI Overview0.0%
Claude & Gemini0.0%
Claude & Perplexity0.0%
Claude & Google AI Overview0.0%

How we measured it

We pulled every Law Offices / Legal Services business Google Maps returns for Fresno82 of them, after combining duplicate listings of the same business — then asked 5 AI answer engines the same 10 customer questions and recorded which ones each engine named.

Who is in it
82 businesses, from everything Google Maps returns for "lawyer" in Fresno, CA. A business with more than one listing is counted once. 4 listings that share the websites of 2 organizations are counted as those organizations, because AI engines cite the organization's site rather than any individual listing.
What we asked
10 questions a customer would actually ask, kept identical across ChatGPT, Claude, Gemini, Perplexity and Google's AI Overview. 50 answers in total, July 2026.
How we scored it
The share of answers that named or cited a business, weighted by how many people use the engine that named it.
How we ranked reputation
Google Maps position, star rating adjusted for how many reviews back it up, and review count on a sliding scale that levels off around a thousand.
Scope
One market, one category. Every number on this page describes Fresno and comes from that market alone — results differ between markets and we do not carry them across. We never name individual businesses. AI engines change over time; this describes July 2026.

For anyone who wants the statistics

The findings above are counts, which is how most people want to read them. Here are the same relationships as correlations, for readers who prefer them.

Reputation signals vs getting named — 82 businesses
What we measuredHow closely it trackedWhat that means
Google Maps rank−0.019No connection
Review count−0.022No connection
Star rating+0.006No connection

Reading the middle column: 0.0 means the two things had nothing to do with each other. 1.0 would mean they moved together perfectly. A minus sign means they moved in opposite directions. Anything under about 0.2 either way is noise.

The Local AI Visibility Index — Fresno, July 2026. Published by Moonline AEO GEO.