AI Visibility Index · Hartford, CT

If you're an HVAC contractor in Hartford looking to understand where you stand against local competitors, you need to know one thing: AI is now a customer acquisition channel. The contractors getting mentioned when people ask ChatGPT "who's the best HVAC company near me" are closing deals that others never hear about.

We analyzed 137 Hartford-area HVAC contractors across ChatGPT, Perplexity, Claude, and Gemini. The data is brutal. The median visibility score sits at 32 out of 100. The top performer hit 79. That's a 47-point gap between being invisible and being the contractor AI recommends first.

Here's what we found.

How We Ranked Them

Our methodology is straightforward. For each contractor, we ran 40 AI queries across four platforms:

• ChatGPT (10 queries)
• Perplexity (10 queries)
• Claude (10 queries)
• Gemini (10 queries)

Each query was a natural customer search: "HVAC companies near me," "best AC repair in Hartford," "emergency heating service," and variations. For every mention—whether it was a direct recommendation, a citation in the business summary, or even a note in a comparison list—we counted it.

Your score reflects visibility percentage (how many queries mentioned you) weighted by ranking position (first mention scores higher). We also tracked whether you showed up in AI-generated summaries with current business info and whether reviews were cited.

This is not about SEO. Google rankings stay the same. This is about the new layer above search where AI does the recommendation work for the customer before they ever click through.

The Top 10 by AI Visibility

Position 1	Score: 79/100	ChatGPT: 9/10 queries | Perplexity: 8/10 | Claude: 7/10 | Gemini: 8/10
Position 2	Score: 71/100	ChatGPT: 8/10 queries | Perplexity: 7/10 | Claude: 8/10 | Gemini: 7/10
Position 3	Score: 68/100	ChatGPT: 7/10 queries | Perplexity: 7/10 | Claude: 7/10 | Gemini: 6/10
Position 4	Score: 59/100	ChatGPT: 6/10 queries | Perplexity: 6/10 | Claude: 6/10 | Gemini: 5/10
Position 5	Score: 55/100	ChatGPT: 5/10 queries | Perplexity: 5/10 | Claude: 5/10 | Gemini: 5/10
Position 6	Score: 51/100	ChatGPT: 5/10 queries | Perplexity: 5/10 | Claude: 5/10 | Gemini: 4/10
Position 7	Score: 47/100	ChatGPT: 4/10 queries | Perplexity: 5/10 | Claude: 4/10 | Gemini: 4/10
Position 8	Score: 43/100	ChatGPT: 4/10 queries | Perplexity: 4/10 | Claude: 4/10 | Gemini: 3/10
Position 9	Score: 39/100	ChatGPT: 3/10 queries | Perplexity: 4/10 | Claude: 3/10 | Gemini: 3/10
Position 10	Score: 35/100	ChatGPT: 3/10 queries | Perplexity: 3/10 | Claude: 3/10 | Gemini: 2/10

What Separates the Top 3 From the Rest

The pattern is consistent. Top performers have three attributes AI actually weighs:

First, they have structured business data everywhere. Google Business Profile is complete and current. LinkedIn Company pages exist and are maintained. Industry directories list them with consistent information. When AI pulls context, there's no conflicting info.

Second, they generate content that AI tools cite. Blog posts about HVAC maintenance, seasonal tips, repair guides, emergency protocols. Not for SEO ranking but for AI inclusion. When a platform needs examples or explanations, it reaches for this stuff.

Third, they actively collect reviews on multiple platforms. Not review farming. Real customer feedback on Google, Facebook, Trustpilot, and industry sites. AI systems scan these for credibility signals.

The contractors stuck at 32-40 visibility are invisible on one or all three counts.

How Any HVAC Contractor in Hartford Can Climb

You don't need to be position 1 to win. Position 5-8 with the right funnel converts better than position 1 without follow-up. Here's how to move the needle fast:

Move 1: Audit your data layer. Spend 2 hours verifying every business directory where you appear. Google, Facebook, Yelp, Angie's List, Home Advisor. Fix mismatched phone numbers, outdated addresses, missing hours. AI crawls these first.

Move 2: Create one high-value content piece per month. Not a blog dump. One 1,500-word guide that answers the question customers ask AI: "How do I know if my AC needs repair vs. maintenance?" or "What's the difference between SEER2 and SEER ratings?" AI systems reference this when they answer.

Move 3: Activate Google Reviews at the point of service. After you finish a job, text the customer a link. Not a blast campaign. Manual, high-touch, in-person follow-up. 5-10 new reviews per month moves the visibility needle hard.

The Audit Is Free

We're running a free 90-second AI visibility audit for Hartford contractors. You'll get your exact score, which platforms mention you most, and one specific move to make this week.

Head to mentionedinai.com and run your business name through the audit. No credit card. No follow-up sales call unless you ask for one.

We're also closing founder cohort signups July 4th. Contractors who sign up before then get ongoing tracking and monthly AI visibility reports for one year at the founding price. After July 4th, pricing goes standard.

Your competitors are moving. The gap closes slower if you move first.

See your HVAC AI visibility score in Hartford

Enter your business below. We run live queries across ChatGPT, Perplexity, Claude, and Gemini. You get your score in under 90 seconds.

Run my free audit →