Sample report — illustrative demo data

AI Visibility Report: NorthPeak Heating & Air

A hyperrealistic illustration of what your report looks like — 12 prompts, 7 AI engines, 336 answers analyzed, figures in CAD. Nothing here belongs to a real customer.

Signal Score
44
Emerging · proprietary 0–100
AI visibility
28%
of 336 answers mention NorthPeak Heating & Air
Prompts lost outright
4
competitor present, you absent
Recommended rate
21%
of your mentions are endorsements

Signal Score: 44/100 — Emerging

GeoSignal's proprietary AI-authority index
Presence% of AI answers that mention you28%
Recommendation% of your mentions where AI endorses you21%
Positionwhere you first appear in answers#3.1
Sentimenttone of answers about you, -1 to +1+0.52
Persistencehow consistently your brand appears across the latest sweep's answers61%

Five measured inputs, one weighted composite. The inputs are shown above; the exact weighting is GeoSignal's proprietary method — it's what makes the score hard to game and hard to copy.

What the data says

Across 12 buyer prompts and 7 AI engines (336 answers analyzed Sep 8 – Oct 6, 2026), NorthPeak Heating & Air appears in 28% of AI answers — well behind Summit Air Pros at 52%. The gap is almost entirely a content gap: Summit publishes cost guides and troubleshooting pages for every major query; you have a services page and a phone number.

You hold your own on emergency and brand-adjacent prompts — “emergency hvac repair Calgary” and “furnace not blowing hot air” mention you more often than not, because your 24/7 dispatch and 4.9-star review base get quoted. But the big-money research prompts — “furnace replacement cost,” “heat pump vs furnace” — route to HomeStars, This Old House, and Reddit threads where Summit's technicians answer questions and you don't exist.

The math favors offense. Four ceded prompts carry 4,520 monthly searches at a $2,448 average ticket. You don't need to outspend Summit — you need ten pages and a Reddit account. Every cost guide you publish is a permanent asset that every engine re-reads weekly.

The three moves that matter most

  1. 1Publish furnace and AC cost guides — the two highest-intent prompts you lose outright.
  2. 2Put a technician on r/HVAC weekly — 27 AI citations point at threads where competitors answer.
  3. 3Claim HomeStars and HomeStars profiles — directories decide the “best hvac company Calgary” prompt.

Full sequencing with effort estimates lives under .

This is a sample. Yours tracks YOUR brand.

Same 7 engines, same prompt-level evidence, same 90-day plan — pointed at the brand you actually care about.