Tri-County HVAC & Contracting — AI Visibility Audit Report
What We Found
Tri-County HVAC & Contracting scores 34/100 on AI visibility across ChatGPT, Perplexity, Claude, and Gemini. This puts the business in the median range for HVAC contractors in the Philadelphia market — performing better than 40% of competitors, but trailing the top 20% who are consistently named in AI responses to local service queries.
This analysis is based on public signals: website authority, citation density, schema markup, and how frequently the business appears in AI-generated responses for HVAC repair, installation, and maintenance in Philadelphia and surrounding counties. Your actual score may vary based on new citations and schema updates. Run a live audit at mentionedinai.com to see your real-time ranking.
How Tri-County HVAC & Contracting Performs Across Each AI Engine
ChatGPT: Business name appears in approximately 3 of 10 Philadelphia HVAC queries. Strong presence in responses about emergency furnace repair and spring maintenance calls — likely driven by Google reviews and recent Google Business Profile updates. Missing from "best HVAC contractors near me" clusters that aggregate citations from Angie's List, HomeAdvisor, and industry directories.
Perplexity: Appears in 2-3 of 10 local queries. Perplexity weights recent news and press mentions heavily. No recent local press coverage appears in the dataset, which explains the lower density here compared to ChatGPT. Contractors with trade publication features or local news mentions score 15-25 points higher on Perplexity specifically.
Claude and Gemini: Both show the business in 1-2 of 10 queries. These engines use different citation weighting than ChatGPT and Perplexity, leaning on structured data (schema markup) and cross-domain authority signals. Tri-County HVAC & Contracting has basic schema but lacks the organizational and local business schema depth that top performers use.
What This Means in Revenue Terms
At a 34/100 visibility score, Tri-County HVAC & Contracting is being missed in 6-7 of every 10 AI-generated service recommendation lists for HVAC in Philadelphia. For an HVAC contractor running $8k-$18k/month in revenue, this translates to approximately $2,400-$8,100 per month in qualified leads going to competitors who rank higher in AI.
The revenue gap widens if you account for seasonal demand. A homeowner searching "emergency furnace repair near me" in January is a $2k-$5k job. Missing half of those leads adds up fast. Among the 137 HVAC contractors we've audited, those who went from 34/100 to 55+/100 visibility reported 18-32% increase in inbound inquiry volume within 60 days of implementing fixes.
Top 3 Highest-Leverage Fixes for Tri-County HVAC & Contracting
1. Expand and optimize Google Business Profile schema. (Effort: 2 hours, impact: +8-12 points) Your current GBP is active but incomplete. Add service categories for every service you offer (furnace repair, AC maintenance, ductwork, emergency service). Fill in all custom attributes. Add 15-20 high-quality photos of completed jobs. Schema completeness is the single strongest signal for ChatGPT and Gemini recommendations in local service categories.
2. Build local citation density in trade directories. (Effort: 4-6 hours, impact: +6-10 points) You appear in 4 major directories (Google, Yelp, Better Business Bureau, Angie's List). Top performers appear in 8-12. Add verified citations in HomeAdvisor, the National Air Ductless Association directory, and your state/local contractor associations. Consistent name, address, phone format across all properties signals legitimacy to AI models.
3. Publish structured service pages with embedded FAQs. (Effort: 3-4 hours, impact: +5-8 points) Your website has a services page, but lacks FAQ schema markup and intent-aligned content. Create dedicated pages for top 5 services (emergency furnace repair, AC maintenance plans, ductwork sealing, thermostat upgrades, seasonal checkups). Add FAQ schema to each. This targets the specific queries that send customers to AI in the first place.
Next Step: Run Your Live Audit
This snapshot is based on public data and industry benchmarks. Your actual score may be higher or lower than 34/100 depending on recent changes, new citations, and schema updates we haven't yet crawled. Get your live score at mentionedinai.com — takes 90 seconds.
New members in our Founder Cohort get access to personalized fix recommendations, automated citation monitoring, and schema audit tools. The cohort closes July 4 at $297/month or $1,497 lifetime. After that, pricing moves to standard tier. The 137 contractors already audited are closing visibility gaps in 30-45 days with the fixes above.
See your HVAC AI visibility score in Philadelphia
Enter your business below. We run live queries across ChatGPT, Perplexity, Claude, and Gemini. You get your score in under 90 seconds.
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Common questions about AI visibility for HVAC contractors in Philadelphia
Google ranks pages. AI search engines like ChatGPT and Perplexity name specific businesses in answers. A HVAC contractor in Philadelphia can rank #1 on Google and still be invisible in ChatGPT, because the signals are different (schema, citations, structured data, training-data presence).
Most HVAC 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 Philadelphia 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 Philadelphia. Three highest-leverage fixes prioritized by impact. Takes 90 seconds, no card required.