How AI Models Are Reshaping Local Search — And What to Do About It
TL;DR: Generative AI is becoming the new search interface for local services. Users ask ChatGPT, Perplexity, or Claude instead of Google. Most local contractors (68% of audited businesses) are completely invisible to these AI models. Getting cited means visibility + trust + leads. Start with a 90-second audit to check your current AI mentions.
Why AI Is Replacing Traditional Local Search
The mechanics are simple and alarming. When someone searches for a local service on Google, they get a map, ads, and organic results. When the same person asks an AI model "What's a good HVAC company near me?" — Google can't help. The AI pulls from its training data, web indexing, and real-time scraped sources. If your business isn't cited across ChatGPT, Perplexity, Claude, and Gemini, you don't exist in that query.
This isn't theoretical. We've audited 137 local service businesses across trades. The median visibility score is 32 out of 100. Top performers score 79. That 47-point gap is real dollars: the cited businesses are the ones getting inbound calls from AI-sourced leads.
Why are so many invisible? Because AI visibility isn't about Google rankings or local SEO anymore. It's about being present in the sources that train and refresh these models: industry directories, review platforms, industry publications, third-party aggregators, and rich semantic markup (schema). Miss those, and an AI model literally has no information about you to cite.
How to Get Visible to AI Models
Step 1: Audit your current visibility. Check how many times your business is mentioned across ChatGPT, Perplexity, Claude, and Gemini. Use a free tool to score yourself in 90 seconds. This tells you the gap — what you're missing and where to start.
Step 2: Claim and optimize third-party sources. This is the fastest lever. Make sure you're on Google Business Profile, Yelp, Angi, Better Business Bureau, and industry-specific directories (HVAC-specific: HVAC-Talk, ContractorTalk, local chamber listings). Completeness matters: photos, service areas, verified reviews. AI models scrape these constantly.
Step 3: Build rich schema markup on your website. Schema (structured data) tells AI models who you are, what you do, where you serve, and what customers say. A properly tagged LocalBusiness schema with aggregateRating and areaServed makes you machine-readable. This is invisible to humans but critical for AI extraction.
Step 4: Get published in trade media. Perplexity and Claude have real-time web indexes. A mention in HVAC-specific publications, contractor forums, or local news gets picked up within days. This is a longer play but compounds fast.
Step 5: Accumulate verified reviews. AI models treat verified reviews as trust signals. More reviews with detail + recent dates = higher confidence in AI citations. This also affects Google, so it's a win-win.
Common Mistakes That Hurt AI Visibility
Mistake 1: Ignoring niche directories. You rank well on Google but ignore the trade-specific directories. AI models don't weight sources equally — industry-specific sites carry more authority for vertical queries. Missing from Angi or Yelp for your trade is expensive.
Mistake 2: Thin or missing schema markup. Your website looks good to humans but has no structured data. AI models can't reliably extract your service areas, phone, or specialties. Solution: add proper LocalBusiness schema to your site header.
Mistake 3: Inconsistent business information. Your name, phone, or address differs across platforms. AI models flag this as lower confidence. Audit and standardize across all sources.
Mistake 4: Skipping review engagement. You have reviews but never respond. AI models interpret this as inactive. Respond to every review — especially detailed ones. It signals you're operational and engaged.
Mistake 5: No service area markup. Your site doesn't specify where you serve. Even if you're national or regional, you need areaServed in schema. Without it, an AI model can't confidently recommend you to a local query.
How Mentioned Helps You Get Visible
Run a free 90-second audit at mentionedinai.com to see your current visibility across ChatGPT, Perplexity, Claude, and Gemini. You'll get a score (0-100), specific gaps, and a roadmap. If you want hands-on support building your AI visibility strategy, join the Founder Cohort — live group training on exactly how to get cited, closes July 4.
The future of local search is already here. Your customers are asking AI instead of Google. Either you're visible to those models, or you're invisible. Start with a free audit. 90 seconds. No email capture, no upsell, just a real look at where you stand.
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.