Service businesses are named by AI assistants when the sources those assistants read agree about them: the business profile, the review sites, the trade directories and the company's own pages. In our October measurements for a land-clearing company, the BBB was cited 764 times in answers about its trade and area; the company had no BBB page. That gap, not the website's design, decided whether it was named.
For HVAC, plumbing, electrical and home-care companies the pattern repeats: the engines read licence and directory pages, Yelp and Google reviews, and answer pages about price ranges, service areas and emergencies. The business that states those plainly, in the same words everywhere, gets named.
Every week we put buyers' questions for 20 local trade markets in three metros to ChatGPT, Gemini, Perplexity, Claude, Google's AI Overviews and Google's AI Mode and count which businesses get named. The latest window: 3,778 AI answers read, 409 businesses named, 35 days, computed 3 November 2026. The most-named cremation provider in Tampa Bay appeared in 52% of 181 answers (95% range 45–59%); the most-named excavation company in Charlottesville in 20% of 209 answers. Nobody is named in every answer. The method and every number are public on the AI Market Index. Method: each question is asked repeatedly on every engine; a business counts as named when its name appears in the answer text or its domain in the cited sources; a failed read is excluded, never counted as a miss; every count is n of N with its date.
| Source the engines read | What moves the answer | Typical fix |
|---|---|---|
| Your website | A page that answers the exact question; readable facts | One answer page per question; structured business facts |
| Google Business Profile and Maps pages | Complete, claimed, consistent | Fill every field, add photos, match hours |
| Yelp, BBB, trade directories | Presence and accuracy | Claim, correct, respond to reviews |
| Review text | The words customers use | Ask for reviews that mention the service and town |
| Duplicate or old sites | Split or stale citations | 301-redirect old copies to the live site |
The explainer, with the counts on screen: how the assistants decide, what they cite, and the five things that move the answer. Narration is a generated voice; the numbers are ours.
Trades with many competitors and a few consistent questions: HVAC, plumbing, electrical, home care, land clearing, cleaning. Anywhere a customer asks an assistant 'who should I call'.
It reads pages that show it: state licence lookups, directories and your own site. Put the licence number and class where a crawler can read it.
Weekly, sometimes daily. That is why a single check is misleading and why we count repeats.
Yes: the free scan on asncheck.com gives one pass; the $1,500 Sprint gives the full counted baseline.
Run the free AI-visibility scan for one pass on your business. For the counted baseline across all six engines, the Visibility Sprint is $1,500 one time, credited in full if you start a managed plan within thirty days. Self-serve measurement starts at $49 a month. Managed plans start at $2,950 a month, by application. No plan promises rankings or placement; nobody controls what an AI model says, and we say so.
By Daley Adams, Founder, ASN Intelligence LLC. Updated 5 November 2026.