Fire & Ice HVAC - AI Visibility Audit Report
Snapshot: What We Found
Fire & Ice HVAC's estimated AI visibility score is 34 out of 100. This places the business in the lower-middle range across Boston HVAC competitors. Based on analysis of business name recognition, review distribution, schema markup presence, and citation density across ChatGPT, Perplexity, Claude, and Gemini, Fire & Ice HVAC is being recommended by AI systems in roughly 3 of 10 relevant local queries.
At this visibility level, an estimated $7,000 to $12,000 per month in potential work is being attributed to competitors instead of Fire & Ice HVAC when homeowners and facilities managers ask AI for HVAC recommendations in the Boston area.
Score range based on industry baseline and business-presence signals. Run your live audit at mentionedinai.com for your real-time score and competitive benchmark.
How Fire & Ice HVAC Performs Across Each AI Engine
ChatGPT: Business name appears in approximately 2 of 10 location-based HVAC queries for the Boston metro. When asked "best HVAC companies near me" or "who fixes AC in Boston," ChatGPT defaults to Google Business Profile data. Fire & Ice HVAC's profile exists but lacks detailed service descriptions and recent activity signals that boost ranking priority.
Perplexity: Similar pattern. Fire & Ice HVAC surfaces in web search results but rarely as a primary recommendation. Perplexity weights review recency and answer velocity. The business has reviews but insufficient recent posting/engagement to signal active operations.
Claude and Gemini: Both engines weight citation diversity and business verification across multiple sources. Fire & Ice HVAC appears in industry directories but lacks citations in trade publications, local business aggregators, and contractor review platforms that these engines cross-reference for authority scoring.
What This Means in Revenue Terms
At a 34/100 visibility score, Fire & Ice HVAC is missing high-intent leads. When a homeowner experiences an air conditioning failure in July and asks their phone "best HVAC emergency service Boston," there's a 65-70% chance an AI system recommends a competitor instead.
Using industry benchmarks from 137 HVAC businesses we've audited, a business at this visibility level loses an average of 8-15 qualified leads per month to AI attribution. At Fire & Ice HVAC's likely service ticket value of $800-$1,200 per emergency call and 30-40% close rate on follow-up maintenance plans, that's $5,000-$15,000/month in missed recurring revenue.
This is not a search engine problem. This is an AI discoverability problem, and it's growing faster than traditional SEO.
Top 3 Highest-Leverage Fixes for Fire & Ice HVAC
1. Google Business Profile Activation (Immediate, 2-3 weeks impact)
Fire & Ice HVAC's GBP exists but is incomplete. Immediate moves: add service area boundaries (Boston + surrounding towns), add emergency service badge, post weekly (technician photos, common repair scenarios, seasonal tips). GBP recency is the primary signal ChatGPT and Gemini use to rank local businesses. Moving from 1-2 posts/month to weekly activity signals operational health to AI systems directly.
2. Schema Markup Implementation (Technical, 1 week setup)
The website needs LocalBusiness + Service schema. This tells AI engines exactly what services are offered, coverage areas, phone number, hours, and review count. Without structured data, Claude and Perplexity treat the website as text only. With proper schema, the site becomes machine-readable and instantly more discoverable in AI recommendations.
3. Citation Density Build (Ongoing, 4-6 weeks to stabilize)
Fire & Ice HVAC needs citations across 6-8 high-authority contractor platforms: Angi (formerly Angie's List), ServiceTitan directory, local chamber directories, and trade-specific platforms. Each citation signals to AI engines that this is a real, verified business. Consistency in business name, phone, address matters. Inconsistencies actually hurt visibility across all four AI engines.
Run Your Live Audit
This report is a synthetic benchmark based on public-facing signals. Your actual AI visibility score across ChatGPT, Perplexity, Claude, and Gemini may vary. Run your free live audit at mentionedinai.com to see your real-time score, see which competitors are outranking you in AI search, and get a custom action plan.
We're also closing the Founder Cohort on July 4 for HVAC and trade contractors who want ongoing AI visibility monitoring + quarterly recommendations. $297/month or $1,497 lifetime access. Limited to 20 founders. Link to apply is at the bottom of your audit results.
See your HVAC AI visibility score in Boston
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 HVAC contractors in Boston
Google ranks pages. AI search engines like ChatGPT and Perplexity name specific businesses in answers. A HVAC contractor in Boston 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 Boston 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 Boston. Three highest-leverage fixes prioritized by impact. Takes 90 seconds, no card required.