Insights

HVAC marketing, measured.

Every claim sourced. Every number cited. Guides on winning Google, AI search, and the phone — written for HVAC owners, not marketers.

Featured · geo ai

Perplexity vs ChatGPT: Local Business Visibility Compared

Perplexity vs ChatGPT for local business visibility: how each engine finds businesses, which sources each trusts, and where to spend effort first.

12 min read · 10 verified sources · Updated 2026-08-13

geo ai

llms.txt for Contractor Sites: What It Does and Doesn't Do

llms.txt explained for contractor websites: what the file does, which AI engines actually fetch it, why Google says it ignores it, and a 20-minute setup.

12 min read · 7 sources

seo leadgen

HVAC SEO Cost in 2026: Real Pricing From 15+ Sources

HVAC SEO costs $1,500-$5,000/mo for most shops. Verified pricing from 15 published sources, what each tier includes, and when SEO is the wrong spend.

14 min read · 15 sources

answering ops

How to Use AI in Your HVAC Business: 12 Real Applications

How to use AI in your HVAC business: 12 real applications across calls, booking, dispatch, paperwork, and marketing — costs included, hype stripped.

13 min read · 9 sources

geo ai

How HVAC Customers Find Contractors in AI Search (2026 Data)

AI search for HVAC contractors, quantified: 22-45% of homeowners now ask AI tools who to hire. The 2026 data on who gets recommended and why.

15 min read · 7 sources

geo ai

How to Get Your HVAC Company Recommended by ChatGPT

What makes ChatGPT recommend one HVAC company over another — the Bing index gate, the sources it reads, and how to measure it. Data-backed, no hype.

13 min read · 9 sources

geo ai

GEO vs SEO for HVAC Companies: What Actually Changes

GEO vs SEO for HVAC: what differs, which signals overlap, and which to fund first — a numbers-first comparison with no guarantees invented.

11 min read · 7 sources

geo ai

Do AI Overviews Reduce HVAC Leads? The Honest Data

AI Overviews reduce clicks by 34.5-58% in the biggest studies. Whether that costs HVAC leads is a different question - the evidence both ways.

11 min read · 9 sources

geo ai

Can ChatGPT Read Your HVAC Website? A 5-Minute Test

Can ChatGPT read my website? Run this 5-minute AI crawler access test on your HVAC site — robots.txt, CDN blocks, and JavaScript rendering checks.

11 min read · 6 sources

answering ops

AI Receptionist for HVAC: What It Handles and What It Can't

What an AI receptionist for HVAC actually handles — booking, emergencies, ServiceTitan sync — and where it still fails. Vendor docs and BLS data.

12 min read · 7 sources

geo ai

AI Overviews for HVAC Searches: Who Gets Cited and Why

Which HVAC queries trigger AI Overviews, who gets cited, and how to earn a slot — with live SERP data and sourced studies, no guarantees.

11 min read · 5 sources

geo ai

Google AI Mode vs Traditional Search for Home Services

Google AI Mode vs traditional search for home services: real adoption numbers, citation divergence data, map-pack impact, and how an HVAC site prepares.

12 min read · 7 sources