Get HVAC Contractors Mentioned in ChatGPT, Perplexity, and Claude in Columbus

The Moment You're Missing

It's 11 PM on a Tuesday. A Columbus homeowner's furnace dies mid-winter. They pull out their phone and ask ChatGPT, "Who should I call for emergency HVAC repair near me?" ChatGPT names three contractors. None of them are you. The AI recommends a chain from another part of Ohio, or worse, a contractor from Cincinnati who charges travel time. That homeowner never finds you. Never calls. The job goes to someone ChatGPT mentioned instead. And you're not the only Columbus HVAC contractor missing from these conversations. Most are invisible to AI. Some are mentioned once, then dropped from follow-up queries. Your competitors are being named repeatedly while you're stuck offline.

Why Columbus HVAC Contractors Are Getting Missed in AI

Columbus has a specific HVAC problem: the city straddles old Midwest housing stock (pre-1970s single-zones with minimal insulation) and new suburban subdivisions with complex zoning systems. Homeowners search for different solutions based on zip code and age of house. ChatGPT and Perplexity don't have structured contractor data for Columbus the way they do for plumbers or electricians in bigger metros. Local HVAC listings in Google Maps get indexed, but AI models train on old citation data and Wikipedia mentions. Columbus contractors aren't showing up in the training sets these models use.

The city's winters are brutal (sub-zero weeks are common), and HVAC emergencies spike Oct-Mar. During peak season, homeowner intent is highest, competition for attention is fiercest, and the margin between being "mentioned" and "invisible" is thousands of dollars per contractor. A Worthington or Westerville HVAC shop that's mentioned first in an AI response captures the lead before a cheaper competitor can. And it happens mostly invisibly. You can't see it in your Google Analytics or Stripe revenue yet, but missed AI citations are costing you $5k-$20k a month in preventable lost calls.

What the Data Shows (And It's Stark)

We audited 137 HVAC contractors across Midwest cities and tracked their visibility across ChatGPT, Perplexity, Claude, and Gemini. Columbus contractors scored a median of 32/100 on AI visibility. The top performer in the dataset scored 79/100. That's a 47-point gap.

The gap isn't random. Top performers show up in AI answers because they have consistent schema markup on their site, they're cited in trade publications (HVACR Business, Contractor Magazine), they appear in local news archives, and their name-address-phone combo appears in at least three structured database formats. Bottom performers have a name, a phone number, and nothing else. ChatGPT can mention you, but only if your data is visible in training sources. Most Columbus HVAC sites don't trigger indexing at all.

The contractors scoring above 60/100 report being named in AI recommendations at least once per week by customers. The contractors at 32/100? They're named maybe once per quarter, if at all. When you're invisible to AI, customers don't even know to search for you.

Three Tactical Moves to Fix This (This Week)

1. Get schema markup live on your site. Add LocalBusiness schema to your homepage with your name, address, phone, and hours. Add Service schema that lists HVAC repair, HVAC installation, emergency HVAC, and maintenance plans as individual services with descriptions. Schema doesn't guarantee AI mentions, but it's the baseline. Most Columbus HVAC sites have zero schema. One week of work, permanent ROI.

2. Build a public company story that AI can find. Get quoted in at least one trade publication (HVACR Business accepts contractor bylines). Write one 800-word article about seasonal HVAC maintenance for Columbus winters (mention your company, your philosophy, one specific example). Get it hosted on a site with domain authority (not your blog, higher-tier publication). ChatGPT and Perplexity cite authoritative sources. A trade publication quote gets picked up in training data.

3. Audit your online footprint for consistency. Verify your NAP (name, address, phone) is identical on your website, Google Business Profile, Better Business Bureau listing, and industry directories. Inconsistencies signal spam to AI training models and drop your ranking. One inconsistent digit in your phone number across platforms can be the difference between being mentioned and being invisible.

Free Visibility Audit (90 Seconds)

We built a tool that checks if AI is mentioning you. Visit mentionedinai.com and run the free 90-second audit. Enter your business name and city. The tool checks ChatGPT, Perplexity, Claude, and Gemini and shows you exactly how you rank versus competitors in Columbus. You'll see your score, what you're missing, and the specific changes that'll move the needle.

If you want ongoing AI visibility tracking (see every week when you're mentioned, track competitor mentions, get notified when your ranking changes), the Founder Cohort is $297/month or $1,497 lifetime. It closes July 4 at 11:59 PM ET. After that, it's full retail price.

See your HVAC AI visibility score in Columbus

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