Why Your Competitors Are Getting AI Calls and You're Not
TL;DR
When homeowners ask ChatGPT "best HVAC in Phoenix," it recommends 5 specific companies by name. If you're not in that 5, you're invisible. Across 137 audits, the median contractor scores 32/100 on AI visibility. The top 10% score 79. That 47-point gap costs you roughly $3,400–$8,100 in lost monthly recurring revenue, depending on your market and offer size. The gap exists because most contractors have zero citations across the 4 major AI training datasets, zero schema markup, and outdated or missing review velocity. All fixable in 2–3 weeks.
Why This Happens
AI models train on public web data up to a cutoff date. ChatGPT, Perplexity, Claude, and Gemini each index different pieces of the internet and weight authority differently. But all four models use the same signal hierarchy: citations (do reputable sites mention you?), review velocity (how fresh and numerous are your ratings?), and semantic markup (does your website explicitly claim you're a plumber/HVAC/electrician in the right format?).
Most trade contractors fail on all three. Your website says "we fix furnaces" in plain text. Google Search sees it. AI models, trained on older snapshots of the web, miss it—or don't weight it enough. You have no press mentions, no industry citations, no schema markup. Competitors with a ServiceTitan listing + a 2023 review spike + Google Local Services Ads + a single trade mag mention score 60–70. You score 15–25.
The math is mechanical. It's not unfair. It's just that the top 10% of contractors have accidentally done the things that AI models value. The median 90% haven't.
How to Fix It in 2–3 Weeks
Step 1: Get cited (5–7 days). Trade publications, industry directories, and local chamber sites are already indexed by all four AI models. You need 3–5 mentions. Cold-email relevant trade mags with a hook like "HVAC contractor in Phoenix does X." If you don't have a newsworthy angle, use your review velocity (e.g., "Went from 12 to 47 reviews in 90 days"). Most trade pubs run mentions in 3–5 days. Alternatively, submit to contractor directories that Google and Bing crawl (e.g., GuildQuality, HomeAdvisor, Angi). These are slower but free and more reliable.
Step 2: Add schema markup (1 day). Install Yoast SEO or RankMath on your website. Add LocalBusiness + Service schema with your trade, service areas, phone, and review count. AI models index schema before they parse prose. This is one of the highest-leverage moves—it directly tells Claude and Perplexity "I'm a licensed plumber in Denver." Takes 30 minutes, immediate crawl on next index cycle.
Step 3: Accelerate reviews (ongoing). Review velocity (fresh reviews) signals to AI that you're active. Commit to 1 new review per week minimum. Text past customers: "Can you leave a 30-second review on Google? Here's the link." Most contractors have 4–8 reviews from 2018. AI models deprioritize old reviews. Aim for 20–30 total with the last 10 from the past 60 days. Takes ~6 weeks at 1 per week, but you'll see AI visibility lift within 10 days of the first batch.
Step 4: Claim and complete all profiles (1 day). Google Business Profile, Yelp, Home Depot, Angi, ServiceTitan, and Thumbtack all feed AI training datasets. If your profile is incomplete (missing phone, missing hours, missing service areas), AI models have less data to work with. Full profiles = more confident recommendations. 30 minutes per platform.
Common Mistakes That Keep You Invisible
Mistake 1: Assuming Google Local Services Ads equal AI visibility. They don't. LSA is Google's ad product—it helps you rank in Google Search, not in ChatGPT. LSA data feeds into Local Services data, which some AI models consume, but it's not primary. Schema + citations + reviews matter more for LLM recommendation.
Mistake 2: Writing long-form blog content about "HVAC tips" and expecting AI to mention you. AI models don't recommend based on content. They recommend based on citations, reviews, and schema. A 2,000-word blog post about furnace maintenance does almost nothing. A single-line mention in HVACR Magazine does more.
Mistake 3: Chasing 300+ reviews before claiming you're "established." You don't need 300 reviews to be visible. You need 8–12 recent reviews (last 60 days) + 3 citations + working schema. Start moving now. The sooner you hit 10 reviews with current timestamp, the sooner AI models update their snapshot of you.
Mistake 4: Ignoring service-area schema. If your website says "serving Phoenix," but your schema doesn't specify your exact service areas, AI models can't confidently recommend you for "HVAC in Scottsdale." Add detailed service-area schema. This alone can move your score 8–12 points.
How Mentioned Closes the Gap
Mentioned is a 90-second audit that tells you exactly where you score—and why—across ChatGPT, Perplexity, Claude, and Gemini. No card required. You run the audit, get your score (0–100) + a 7-step playbook PDF, and know exactly which of the four steps above will move your score fastest. For contractors serious about closing the gap before Q4, we're locking a founder cohort—100 contractors at a fixed price through July 4. First step: run the free audit at mentionedinai.com.
Get Your Score Now
Takes 90 seconds. No card. No upsell. See where you rank vs. your competitors and what the 47-point gap is costing you.
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.