Which business types have the best AI visibility?

Laundromats average 59 out of 100. Pharmacies average 46, with 60% of them under 50. The spread is the story.

In our corpus of 2,528 scanned small-business websites, the sectors that look best to an AI crawler are not the glamorous ones. The highest average health score belongs to laundromats (59 out of 100), with movers close behind at 58 — and movers also have the smallest share of weak sites, just 8% under 50. At the other end, pharmacies average 46, the worst in the corpus, with 60% of them under 50, followed by doctors at 48.

Leaders and laggards, by the numbers

SectorSitesAvg healthUnder 50
Laundromats785917%
Movers40588%
Bars1815623%
Restaurants2825434%
Retail3185043%
Liquor stores854946%
Doctors564846%
Pharmacies354660%

On individual signals the leaders change: travel businesses had the highest schema-markup adoption (71%) and the highest SPF adoption (87%); gyms were second on schema at 67%. Uncategorised local businesses had the lowest schema adoption at 11%. The full table, all 24 sectors and 4 regions, is on the directory index.

Why the ranking looks like this

AI assistants build answers from what a site's raw HTML gives them: structured business data they can quote, pages they are allowed to crawl, and titles and descriptions that say what the business is. A site missing those isn't penalised by AI assistants — it simply isn't there. Sectors whose sites are built on booking and listing platforms tend to inherit those building blocks; sectors on older custom sites tend to lack them. The health score is a weighted roll-up of exactly those measured checks, so the ranking is a ranking of building blocks, not of businesses.

Reading your own sector honestly

Two rules keep these cuts honest: a group is published only when at least 30 sites were measured in it, and no individual business or domain is ever named. A sector average also cannot tell you about your site — a pharmacy with populated schema markup and a clean robots.txt is more visible than the average restaurant. The free scan gives you your own numbers in about a minute.

Straight answers

Which sector has the best AI visibility overall?

By average health score in our 2,528-site corpus: laundromats, at 59 out of 100, with movers just behind at 58 — and movers have the smallest share of weak sites at 8% under 50. By schema-markup adoption the leader is travel, at 71%.

Which sector has the worst?

Pharmacies: an average health score of 46 out of 100, with 60% of the 35 scanned pharmacy sites under 50. Doctors were next at 48.

Does a strong sector mean my site is fine?

No. These are averages over groups of 30 or more sites; they say nothing about any single site. The point of the free scan is to give you your own numbers rather than your sector's.

Where does this data come from?

From 2,528 real website scans we ran and publish as aggregates in the AI-visibility directory. Each site was fetched once, raw HTML with no JavaScript, and every metric counts what that fetch contained.

Related

Where does your site stand? The scan is free, takes about 60 seconds, and needs no account. It fetches your homepage exactly the way GPTBot, ClaudeBot and PerplexityBot do and tells you what they receive.