We Audited 20 Local Contractor Websites for AI Search. Here's What We Found.
A while back, a truck driver in Dallas needed magnetic signs made fast. He did not Google it. He asked ChatGPT where to go, ChatGPT pointed him to our shop in Tomball, and he approved his design and paid without ever running a regular search.
55 out of 100
average score
17 of 20
scored under 70
11 of 19
had zero reviews on their own website
That sale is why we ran this study. More homeowners are asking ChatGPT and Google AI who to hire, and those tools do not browse your website the way a person does. They read it, compare it against everything else on the internet about your business, and decide in seconds whether you are safe to recommend.
So we scored 20 Houston area contractor websites, roofers, plumbers, HVAC, remodelers, builders, painters, pool and patio companies, on the five things AI tools actually check: can they find you, is your site clear, do your reviews back you up, can machines read your site, and can a customer hire you in one tap. 100 points possible. Every site was checked live, on its own pages and in search.
The average score was 55 out of 100. Only 2 of the 20 scored 80 or better. 17 scored under 70, and 12 under 60. These are not bad businesses. Most of them do good work and have happy customers. That is exactly the problem: the quality is real, and the internet cannot prove it.
Finding 1: The reviews exist. They're just not where AI looks.
Reviews were the weakest area across all 20 sites, averaging 8 out of 20. 13 of the 20 scored 10 or less on reviews alone.
11 of the 19 businesses with a working website did not show a single customer review or testimonial anywhere on their own site. 6 had no findable reviews anywhere at all: not on their site, not on Google, not in the directories.
The painful version of this: one company had 108 reviews across Google, Facebook, and the BBB, and not one of them on its own website. Another had 68 detailed reviews on a trade directory and zero on its site. When an AI assistant weighs who to recommend, it trusts what it can verify in several places at once. A business whose proof is scattered, or missing from its own front door, gets skipped for a competitor whose proof lines up.
Finding 2: Most sites can't be read properly by machines.
Machine readability averaged 10 out of 20, with 11 of the 20 scoring 10 or less.
9 of the 20 sites had no llms.txt file, the plain-text briefing file written for AI assistants, and one more had one that returned a server error instead of the file. Structured data, the code that tells machines your name, phone, hours, and service area, was missing, thin, or half-filled on most of the sites we checked.
And one site's code claimed 4.7 stars from 250 reviews. Its real Google profile shows 3 reviews. Machines notice when the code and the record disagree, and it does not build confidence.
Finding 3: Good companies describing themselves badly.
One HVAC company's five service links all pointed nowhere. One builder's services page still carried the website template's filler text, the "click here to add your own text" paragraph the builder never replaced. At least four of the 20 contradicted themselves about their own name or their own hometown somewhere between the page, the code, and Google.
An AI assistant answers questions like "Who remodels kitchens in Tomball and how do I start?" If your site never says it plainly, the assistant answers with somebody else's business.
Finding 4: Some are hard to find at all.
One site actively turns bots away, which includes the crawlers AI tools send. One licensed, operating contractor had no website at all: its domain sits parked and empty. Several had sitemaps missing, broken, or never referenced, so crawlers had no map of the site to follow.
Finding 5: One site had been hacked, and nobody knew.
One of the 20 had foreign-language gambling spam planted in its page code, hidden where visitors never see it. Search engines and AI tools read code, not screens, so they were reading casino content as part of that business's website. The owner had no idea. Left alone, that is the kind of thing that gets a site flagged as compromised in search results, and the penalty lands on the business, not the casino.
See where your site stands.
The good news: the phones work.
The strongest area, by a wide margin, was contact. Most of these businesses make it easy to call them once you arrive. The problem is upstream: being found, being understood, and being believed by the tools that now hand out the recommendations.
The two highest scorers did nothing exotic. Their reviews sit on their own website, word for word. Their name, address, and phone number read identically everywhere. Their service pages say what they do and where they do it in plain sentences. Basics, done consistently.
What this means if you run a local trade business.
When a homeowner asks an AI who to hire, you are being graded on homework you may not know exists. The grade is not about how good your work is. It is about whether the internet can prove how good your work is.
We run this audit free for local businesses, first 5 each week. You get the score, the findings, and the top fixes in writing, and the report is yours to keep either way. Request one at workhorsebranding.com/audit, or message us here.
Methodology note: 20 contractor websites in the greater Houston area, selected from local businesses in our market, audited live on October 23, 2026, and scored on Workhorse Branding's own 100 point rubric covering crawler access, clarity, reviews and corroboration, machine-readable data, and contact path. The rubric measures how completely a site presents the signals AI assistants rely on; it is not a prediction of any single tool's output.
