How do I handle it when a customer says an AI assistant recommended a competitor instead of me?
TL;DR: Don't argue with the AI's answer — treat it like a lost referral. Address the moment directly (ask what it actually said, compete on what you control), then log the exact question so you can fix the underlying visibility gap afterward.
The claim
A customer quoting "ChatGPT said to call someone else" is live evidence your AI visibility has a gap. It's a lead-recovery moment first, a technical problem second.
The evidence
Trade communities (r/HVAC and similar home-service forums) report a rising volume of customers opening calls with "well, ChatGPT said..." — sometimes about which company to use, sometimes about pricing. Marketing teams tracking this describe it as the new "I saw it on Google" moment for local service calls.
In the moment vs. behind the scenes
| Situation | In the moment | Behind the scenes |
|---|---|---|
| Customer named a competitor | Ask "what did it say about us specifically?" — often nothing, just omission | Log the question phrasing verbatim |
| Customer quoted a competitor's price | Don't undercut blind; explain your value, warranty, availability | Check if your pricing/service pages are AI-legible |
| Customer sounds skeptical of you | Reassure with real credentials (license, years in business, reviews) | Get those same credentials into structured web content |
Step-by-step
- Capture the exact question the customer asked their AI assistant.
- Ask a follow-up: what companies did it name, in what order?
- Address the gap live — offer a callback, warranty, or faster slot.
- Log every occurrence for a week.
- Feed the logged phrasings into your AI-visibility content fixes.
FAQ
Should I tell the customer their AI assistant is wrong? No — it's rarely "wrong," it just didn't have your information. Focus on winning the job.
Is this actually common? Trade forums report it's increasingly common in 2026, especially for HVAC, plumbing, and home-service calls.
Can I stop it entirely? No single fix guarantees a mention every time, but consistent visibility work reduces how often it happens.
By Pinal Dave Last updated: 2026-07-24