Why Your Contractor Data Disappears in AI Search Results
TL;DR
AI search engines (ChatGPT, Perplexity, Claude, Gemini) train on indexed web content, mostly from sources like Wikipedia, GitHub, news sites, and high-authority domains. Contractor websites rarely rank high enough to get included in training data. Result: when homeowners ask AI "find me an HVAC company," AI recommends national chains and franchises, not local trade pros. 68% of contractors are invisible to AI.
Why This Happens
AI models train on massive internet crawls. The crawlers prioritize:
- Page authority: Sites with high domain rating (DR 40+) rank first in crawl priority. Most contractor sites sit at DR 10-20.
- Keyword relevance: If your page doesn't explicitly match the query, it doesn't get pulled into training. Generic "HVAC services near me" pages rank below national service networks.
- Citation density: Pages cited across multiple sources train better. Industry reviews, local directories, and trade publications get higher weight than standalone contractor sites.
- Content structure: AI prefers well-formatted, fact-dense content. If your site lacks schema markup, proper headings, and structured data, crawlers skip it faster.
Our analysis of 137 contractor audits shows a median visibility score of 32/100 across ChatGPT, Perplexity, Claude, and Gemini. Top performers hit 79. That's a 47-point gap—and it directly correlates to revenue.
How to Fix It
1. Audit your AI visibility (90 seconds). Check where you show up—or don't—in ChatGPT, Perplexity, Claude, and Gemini. Search your service area + offer. Look for your business name or website in the first 5 results. If you're not there, the AI model wasn't trained on your content.
2. Build AI-friendly content architecture. Create detailed, structured pages for your top service areas and offerings. Use H1 tags clearly, include FAQs, add schema markup (LocalBusiness + Service schemas). AI crawlers prioritize pages that answer specific questions.
3. Get cited in high-authority sources. Trade publications, industry directories (Google Business Profile, industry-specific review sites), and local business associations all boost your "citability." One mention in a trade journal counts for more than 10 mentions on Reddit.
4. Publish expertise content. Articles, case studies, and how-to guides on your site improve keyword relevance. AI prefers pages that answer complex questions. "Why your AC unit freezes in winter" ranks better than "HVAC services available now."
5. Monitor training data inclusion. Track yourself quarterly. Perplexity and Claude show sources. ChatGPT and Gemini don't always surface them, but you can test by asking directly. If you're not cited, adjust your content strategy.
Common Mistakes
Thin pages: A single landing page with "call for a quote" text won't train well. AI models need depth—technical explanations, service variations, pricing signals, and answers to edge cases.
Burying the service offer: If your homepage doesn't clearly state what you do, AI crawlers can't categorize you properly. "Premium HVAC solutions" is vague. "Furnace repair, maintenance plans, and emergency heat pumps" is trainable.
Ignoring local signals: AI learns from geographic keywords. "Best HVAC company in Rhode Island" ranks better if you mention Rhode Island, service towns, and region-specific details 5-10 times naturally on the page.
No schema markup: Even high-quality content without LocalBusiness or Service schema trains poorly. Search engines (and their training crawlers) rely on structured data to understand what you sell and where.
How Mentioned Helps
Mentioned tracks your visibility across ChatGPT, Perplexity, Claude, and Gemini. Our free 90-second audit shows where you rank—and which AI engines see you. Founder cohort members (closes July 4) get a custom roadmap to hit 70+ visibility within 90 days, plus ongoing quarterly tracking so you stay cited as AI training data evolves.
Next Step
Run your free AI visibility audit at mentionedinai.com. See exactly which AI search engines know about your business. Takes 90 seconds. Join the founder cohort if you're ready to own your AI visibility.
See your general AI visibility score in
Enter your business below. We run live queries across ChatGPT, Perplexity, Claude, and Gemini. You get your score in under 90 seconds.
Common questions about AI visibility for general contractors in
Google ranks pages. AI search engines like ChatGPT and Perplexity name specific businesses in answers. A general contractor in can rank #1 on Google and still be invisible in ChatGPT, because the signals are different (schema, citations, structured data, training-data presence).
Most general contractors see meaningful score lift within 30-60 days of implementing the three core fixes: Google Business Profile completion, consistent industry directory listings, and schema markup. The 47-point gap between median (32) and top performers (79) is closeable.
Yes. Roughly 40% of homeowner searches now start in ChatGPT or Perplexity instead of Google. Even with strong Google rankings, you can be completely invisible in AI answers, which means losing calls you don't even know about.
Your AI visibility score across ChatGPT, Perplexity, Claude, and Gemini. Specific gap analysis against top performers in . Three highest-leverage fixes prioritized by impact. Takes 90 seconds, no card required.