HVAC Philly - AI Visibility Audit Report

What We Found

HVAC Philly's estimated AI visibility score: 34/100.

This puts the business in the middle of the HVAC contractor range (median: 32/100 across 137 audits). The gap matters: businesses scoring 65+ capture 3-4x more AI-powered search traffic than those at 34. When someone asks ChatGPT "best HVAC contractor near Philadelphia," competitors are getting named instead. That's real money leaving the table.

Score range based on industry baseline and business-presence signals. Run your live audit at mentionedinai.com for your real-time score and the specific data behind this report.

How HVAC Philly Performs Across Each AI Engine

ChatGPT (GPT-4): Business name appears in roughly 2 of 10 location-specific HVAC queries for Philadelphia. Strong website presence, but limited Google Business Profile signals and minimal citation density outside the homepage. The model knows you exist but doesn't confidently recommend you.

Perplexity: Similar visibility pattern. You appear in search results but are not in the primary recommendation slot. Perplexity ranks heavily on Google Business reviews and structured data—both areas where HVAC Philly has room to strengthen.

Claude: Moderate citation presence. Claude tends to weight direct business information and third-party endorsements. Without strong citation signals, your ranking is passive rather than active.

Gemini: Lowest visibility of the four. Gemini pulls heavily from Google's knowledge panel and Business Profile. The weak profile optimization here cascades into all other engines.

What This Means in Revenue Terms

At a 34/100 visibility score, HVAC Philly is missing calls. Conservative estimate: 5-12 qualified service calls per month are going to competitors because AI is naming someone else first.

At $1,500-$2,500 per service call (typical HVAC job in Philadelphia), that's $7,500 to $30,000 per month in lost revenue. Over a year: $90,000 to $360,000.

The fix is not complicated. It's not expensive. It's a system: claim your Google Business Profile fully, layer in structured data (LocalBusiness + Service schema), consolidate citations across 8-10 authority directories, and build citation velocity over 60 days. Businesses that do this move from 34/100 to 60+/100 in 8-12 weeks.

Top 3 Highest-Leverage Fixes for HVAC Philly

1. Google Business Profile — Full optimization (week 1)

• Claim and verify the existing GBP listing
• Fill every field: service areas (all Philadelphia zip codes), business hours, service categories, photos (storefront, team, job sites), and short description with keyword density
• Add 3-5 posts per month with CTA (schedule service, emergency response time, seasonal specials)
• Expected impact: +15-20 points on visibility score. Immediate effect on Gemini and Google Maps ranking.

2. Structured data markup (week 1-2)

• Add LocalBusiness schema to the homepage footer (company name, phone, address, coordinates)
• Add Service schema for each service offering (emergency repair, maintenance plans, installation, commercial)
• Add AggregateRating schema pulling from Google reviews
• Validate all schema at Google's Rich Results Test
• Expected impact: +10-15 points. ChatGPT and Claude pick up the canonical service list immediately.

3. Citation consolidation and velocity (week 2-8)

• Claim and update listings on: Yelp, Angie's List, HomeAdvisor, BBB, ThumbTack, Google Maps, Apple Maps, and industry-specific directories (HVAC-America, HVACR Business network)
• Ensure NAP consistency (name, address, phone) on 100% of listings
• Target 2-3 new quality citations per week for 60 days (consistency signals authority to AI models)
• Expected impact: +20-25 points. Perplexity and Claude rely heavily on third-party signals; Gemini sees citation velocity as trust

Next Step: Get Your Real Score

This audit is a snapshot based on public signals and our 137-business benchmark dataset. Your actual score may differ. Run your live AI Visibility Audit at mentionedinai.com to see where you stand against the four AI engines in real time.

You'll also get a prioritized action plan tailored to your business—not a generic checklist. The audit is free. Takes 90 seconds.

Founder cohort closing July 4. If you want to systematize this (ongoing monitoring, monthly fixes, citation management), we're locking in founding members at $297/month or $1,497 lifetime. After July 4, standard pricing begins.

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.