Skip to main content

The Local AI Visibility Index

Cheyenne Nail Salons

We asked 5 AI answer engines 10 questions a prospective customer would actually ask, then measured which of the market’s 36 businesses got named. 28 of them never came up once.

Market
Cheyenne, WY
Businesses
36
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 — 8 businessesNever named — 28 businesses

77.8%

of Nail Salons businesses in Cheyenne 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 12 best-ranked businesses in Cheyenne, 7 got named by an AI engine 58.3%. Of the 12 ranked lowest, 1 did. The single most-named business in this market ranked 5th on Maps, coming up in 69% 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 — Cheyenne
Where they rank on Google MapsNamed by AIShare
The 1st third — best ranked on Maps7 of 1258.3%
The middle third0 of 120%
The bottom third1 of 128.3%

Finding 02

How many local businesses actually appear in AI answers?

Very few, and the ones that do take most of it. Of 36 businesses measured, 8 were named at least once and 28 were never named. The three most-named businesses took 68.4% of every mention in the market.

The most-named business came up in 69% of answers; the fourth came up in 23%; everything below that was 13% or less. A short shelf at the top, and a long floor underneath it.

Business A69%
Business B36%
Business C27%
Business D23%
Business E13%
Business F12%
Business G12%
Business H1%
28 businesses0%

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

Business A is one organization — 5 Google Maps listings that share its website, counted once because AI engines cite the organization’s site rather than any individual listing.

Finding 03

Are the best-reviewed businesses invisible to AI?

Some are. Take the 9 strongest businesses in Cheyenne — the top 25% once you combine Google rank, star rating and number of reviews — and 4 were never named by any engine. That is 44.4% of the best businesses in town, missing from every answer.

One of them ranks 1st on Maps with 4.7 stars, and was named zero times across all 50 answers. One of them ranks 4th 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 4 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 Cheyenne the businesses AI named average 4.55 stars and the ones it never named average 4.58 — near enough to identical that ratings are clearly not what is deciding it.

8 businesses here were named by at least one engine, rating between 4.2 and 5.0 stars. 28 were named by none, rating between 3.4 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 Cheyenne 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 46.2% of thebusinesses they named — and the furthest apart pair agreed on just 10%.

Each engine surfaced a different slice of the market: Google AI Overview named 10, Gemini named 9, Perplexity named 7, ChatGPT named 4, Claude named 1. Showing up in one does not mean showing up in the others, so checking yourself against a single assistant tells you very little.

0332022ChatGPTGeminiPerplexity
Of the 12 businesses named by any of the three, all three agreed on 2.
How often two engines named the same business
Engine pairAgreed on
Gemini & Google AI Overview46.2%
ChatGPT & Gemini44.4%
Gemini & Perplexity33.3%
Perplexity & Google AI Overview30.8%
ChatGPT & Google AI Overview27.3%
ChatGPT & Claude25.0%
ChatGPT & Perplexity22.2%
Claude & Perplexity14.3%
Claude & Gemini11.1%
Claude & Google AI Overview10.0%

How we measured it

We pulled every Nail Salons business Google Maps returns for Cheyenne36 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
36 businesses, from everything Google Maps returns for "nail salons" in Cheyenne, WY. A business with more than one listing is counted once. 5 listings that share one organization's website are counted as that organization, 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 Cheyenne 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 — 36 businesses
What we measuredHow closely it trackedWhat that means
Google Maps rank−0.43A clear connection
Review count+0.152No real connection
Star rating+0.151No real 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 — Cheyenne, July 2026. Published by Moonline AEO GEO.