We Audited 20 Houston Contractor Websites for AI Search. Here Is What We Found.
When a homeowner asks ChatGPT or Google's AI for a contractor, the tools do not guess. They check the same handful of things on every business: can they find you, is your site clear, do your reviews back you up, can machines read your information, and can a customer hire you in one tap.
In October 2026 we scored 20 Houston-area contractor websites on exactly those five things, 100 points possible. These were roofers, plumbers, remodelers, pool builders, and other trades working the same neighborhoods you do. The average score was 55 out of 100. Only 2 of the 20 scored 80 or better, 17 scored under 70, and 12 scored under 60. These are not bad businesses. Most of them do good work. Their websites just do not show it where AI tools look.
Reviews are where good companies disappear
Reviews were the weakest area across all 20 sites, averaging about 8 out of 20, and 13 of the 20 scored 10 or less on reviews alone.
The pattern was not a lack of happy customers. It was placement. Of the 19 businesses with a working website, 11 did not show a single customer review or testimonial anywhere on their own site. Six had no findable reviews anywhere at all: not on their site, not on Google, not in the directories.
The painful version: one company had 108 reviews across Google, Facebook, and the Better Business Bureau, and not one of them on its own website. When an AI tool reads that company's site, it finds no proof anyone ever hired them. The reviews exist. They are just not where the machines look.
Machines cannot read what is not there
Machine readability averaged about 10 out of 20. Nine of the 20 sites had no llms.txt file, the plain-text summary AI assistants read to understand a business, and one more had a broken one that returned a server error instead of information.
One site went the other direction and claimed too much. Its code told search engines it had 4.7 stars from 250 reviews. Its real Google profile showed 3 reviews. Machines notice when the code and the record disagree, and it does not build confidence.
None of this takes a new website to fix. It takes the facts about your business, written down where crawlers and AI tools can find them, in the words customers actually use.
Three sites had been hacked, and nobody knew
One of the 20 sites had foreign-language gambling spam planted in its page code, hidden where visitors never see it. The pages looked normal on a screen. But 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 it was there.
Since the study, our audits have found two more. On one, a water-damage page no longer showed the company's services at all, because it had been replaced by an online slot-machine page. On the other, paragraphs in Spanish advertising online casinos were planted in the homepage, sitting in the content search engines and AI tools read even when a visitor never notices them on screen. We rechecked all three sites on November 3, and not one of them had been cleaned up yet. On one of them, the hijacked pages now send visitors straight out to gambling sites.
Left alone, a hacked site gets flagged as compromised in search results, and the penalty lands on the business, not the casino. It is the kind of problem that costs real money while looking like nothing is wrong, and it is one of the things a proper audit checks for, because no owner finds it by looking at their own homepage.
What the top scorers did differently
The two highest-scoring sites did nothing exotic. Their reviews sit on their own website, word for word. Their name, address, and phone number read identically everywhere they appear. Their service pages say plainly what they do and where they do it, and a visitor can call or request a quote without hunting.
That is the whole list. There is no secret trick the other 18 were missing, just basics they had not gotten to. If your site has never been checked the way an AI tool checks it, the audit is free for Houston-area contractors, a $495 value, and you keep the report either way.
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