Sample report — illustrative demo data

AI Visibility Report: Ember & Oak

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
68
Contender · proprietary 0–100
AI visibility
51%
of 336 answers mention Ember & Oak
Prompts lost outright
2
competitor present, you absent
Recommended rate
47%
of your mentions are endorsements

Signal Score: 68/100 — Contender

GeoSignal's proprietary AI-authority index
Presence% of AI answers that mention you51%
Recommendation% of your mentions where AI endorses you47%
Positionwhere you first appear in answers#1.9
Sentimenttone of answers about you, -1 to +1+0.68
Persistencehow consistently your brand appears across the latest sweep's answers82%

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 diner prompts and 7 AI engines (336 answers analyzed Sep 8 – Oct 6, 2026), Ember & Oak appears in 51% of AI answers — the strongest presence in your competitive set, and AI recommends you outright in 47% of those mentions. When Portland diners ask AI where to eat, your name comes up first and with the warmest language.

Your moat is specificity. “Best farm to table restaurant Portland,” “anniversary dinner Portland,” “wood fired pizza” — the prompts with a clear occasion or cuisine go to whoever has the clearest story, and your menu pages, chef interviews, and 2,100 Yelp reviews give AI quotable specifics. Generic prompts — “where to eat downtown,” “restaurants open late” — go to whoever has the most directory coverage, which today is Juniper Table.

The two prompts you've ceded are both logistics questions, not reputation questions. Nobody doubts the food; AI just can't find your hours, private-dining capacity, or late-night menu in a citable form. That's a fixable data problem, not a brand problem — and it's worth roughly 6,700 monthly searches.

The three moves that matter most

  1. 1Publish your hours, private dining, and late-night details as citable pages — the 2 ceded prompts are logistics, not reputation.
  2. 2Earn the Eater citation — 24 AI citations point at their Portland coverage and you've never appeared.
  3. 3Turn 2,100 Yelp reviews into menu-page proof — dish-level quotes are what AI lifts.

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.