Sample report — illustrative demo data

AI Visibility Report: Harbor Dental Studio

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

Signal Score
62
Contender · proprietary 0–100
AI visibility
45%
of 336 answers mention Harbor Dental Studio
Prompts lost outright
3
competitor present, you absent
Recommended rate
34%
of your mentions are endorsements

Signal Score: 62/100 — Contender

GeoSignal's proprietary AI-authority index
Presence% of AI answers that mention you45%
Recommendation% of your mentions where AI endorses you34%
Positionwhere you first appear in answers#2.4
Sentimenttone of answers about you, -1 to +1+0.61
Persistencehow consistently your brand appears across the latest sweep's answers78%

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), Harbor Dental Studio appears in 45% of AI answers — ahead of BrightSmile Dental at 41%, but the gap is narrowing. BrightSmile gained 6 points of presence since September while you held flat, almost entirely on the back of listicle citations you don't have.

The split is clean. You own the high-intent procedural prompts — implants, Invisalign, emergency care — where your procedure pages and 480+ Google reviews get cited directly. You lose the research prompts: “best dentist in Seattle” and “how to choose a dentist” go to roundup articles and Reddit threads that have never heard of you. Those are the prompts new patients ask first.

Your citation footprint is the unlock. AI answers in dental lean on Yelp, Zocdoc, and Healthgrades — you hold 11 citations across them; BrightSmile holds 34. Close that gap and the three prompts you've ceded outright become contested within a quarter. Nothing about your clinical reputation needs to change; your discoverability does.

The three moves that matter most

  1. 1Win “best dentist in Seattle” — publish the comparison page the listicles are currently winning by default.
  2. 2Get cited on the 4 kingmaker domains that mention BrightSmile and have never mentioned you.
  3. 3Turn 480 Google reviews into a reviews page AI can quote — review volume is your most-cited asset.

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.