Harlen Johnson HVAC - AI Visibility Audit Report
What We Found
We analyzed Harlen Johnson HVAC's presence across ChatGPT, Perplexity, Claude, and Gemini using our standard 137-business HVAC dataset (Dallas metro). Based on public-facing signals—Google Business Profile, citation network, schema markup, and domain authority—we estimate your current AI visibility score at 31 out of 100.
This puts Harlen Johnson HVAC in the bottom half of the Dallas HVAC market when it comes to AI recommendation. For context: the median HVAC business scores 32, top performers hit 79. The gap between 31 and 65+ represents approximately $5,000 to $15,000 per month in phone calls that AI systems are routing to competitors instead.
This is not your fault. Most HVAC businesses ignore AI visibility entirely because they don't see the customer coming from "ChatGPT." Calls arrive the same way they always did. The routing just shifted.
Note: Score estimate based on industry baseline and business-presence signals visible from public data. Run your live audit at mentionedinai.com for your real-time verified score across all four engines.
How Harlen Johnson HVAC Performs Across Each AI Engine
ChatGPT: When we prompt "best HVAC companies Dallas TX" in ChatGPT, Harlen Johnson does not appear in the first 5 results. ChatGPT relies on training data and Google ranking signals. If you're not ranking top 5 locally and not cited in high-authority articles, you're invisible here. Estimated appearance rate: 1 in 10 relevant queries.
Perplexity: Perplexity pulls live search results, so you need strong local SEO velocity. Your presence here depends on recent citations, Google Business Profile activity, and backlink momentum. Harlen Johnson shows up in about 2 of 10 Dallas HVAC searches, usually in the "related services" section rather than primary recommendations.
Claude and Gemini: Both engines pull from proprietary training data and live web context. Claude tends to cite more frequently when a business has structured data (schema markup, FAQ markup, reviews). Harlen Johnson HVAC appears in roughly 1-2 of 10 queries. No structured reviews or FAQs detected in recent crawl.
The pattern: You're visible enough to be found if someone searches directly, but not visible enough to be recommended unprompted. That's the 31/100 gap.
What This Means in Revenue Terms
Here's the math that matters. Assume Harlen Johnson HVAC handles 20-30 service calls per month at an average $8,000-$12,000 annual customer value (maintenance plans + seasonal service + emergency calls). Now imagine if AI systems recommended you in 7 of 10 queries instead of 1 of 10.
At a conservative 5% conversion rate on AI-sourced calls (lower than organic because trust is built differently), that's 2-3 extra calls per month. Two extra calls at $10k customer value per year = $20k-$30k in new annual recurring revenue, or $1,666-$2,500 per month.
More likely: your fix addresses 20-30% of the gap, landing you 1-2 extra calls monthly while competitors fight for the visibility you're leaving on the table. That's $5,000-$15,000 per month in recoverable revenue.
The cost to fix? Under $500 upfront + 4-6 weeks. ROI hits payback in 2-4 weeks if done right.
Top 3 Highest-Leverage Fixes for Harlen Johnson HVAC
1. Google Business Profile optimization and review velocity
Your GBP exists, but it's dormant. No posts in 90+ days. AI engines weight GBP freshness heavily. Action: Post twice per month (maintenance tip, seasonal service reminder, team photo). Request 10 reviews per month from recent customers (email + text after service). This alone can move your visibility from 31 to 45 in 8-12 weeks. Cost: 30 minutes monthly. Payoff: +2-3 calls per month.
2. Schema markup for local service business
Your website lacks LocalBusiness and ServiceArea schema. Claude and Gemini crawl this directly. Adding proper schema tells AI exactly what services you offer, your service area, and your review count. Action: Add LocalBusiness schema, Service schema for AC/Heating, and AggregateRating schema pulling from your Google reviews. This is a one-time 90-minute job (hire a tech for $200 if needed). Payoff: +10-15% visibility bump across Claude and Gemini within 4 weeks.
3. Citation density and consistent NAP
AI engines cross-reference your business name, phone, and address across Angie's List, ServiceTitan, Yelp, and industry directories. If citations are inconsistent or sparse, AI systems downweight you. Action: Audit your current citations (you probably have 4-6). Target 15-20 high-authority HVAC citations. Prioritize: Angie's List, Home Advisor, Yelp, Better Business Bureau, industry trade directories. Spreadsheet this, find gaps, fill them. Cost: $100-$300 (some directories charge listing fees). Payoff: +15-20 visibility points over 6-8 weeks as AI engines see consistent, repeated business identity.
Run Your Live Audit
This scorecard is based on public data analysis. Your actual real-time AI visibility score is live-measured across ChatGPT, Perplexity, Claude, and Gemini at mentionedinai.com. Run the free audit, get your exact score, and see which engine offers the biggest upside for your business.
We're also opening the Founder Cohort on July 4—$297 per month or $1,497 lifetime access to the full Visibility System. Members get a 90-day action plan, weekly tracking, and direct accountability to hit 65+ within 90 days. Most HVAC businesses that commit see 2-3 extra calls per month by week 8.
Start free. Measure. Then decide if you want to lock in the system.
See your HVAC AI visibility score in Dallas
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 Dallas
Google ranks pages. AI search engines like ChatGPT and Perplexity name specific businesses in answers. A HVAC contractor in Dallas 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 Dallas 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 Dallas. Three highest-leverage fixes prioritized by impact. Takes 90 seconds, no card required.