BrandGauge
Example report. The brand, the rivals and the answers below are invented to show what a real one contains.

Example · free scan · 20 August 2026

Northstar Coffee

Brooklyn, New York

ChatGPT recommendation probabilityFirst scan
22%

The interval is wide, so treat the exact percentage as directional.

Where you stand
Rarely recommended

You appear, but you are not yet a default recommendation.

Your rank
#5
of 5 brands named
Leader
Devoción
78% of answers · 56 pts ahead

Named but not recommended in 22% of answers — the AI knows you, but does not put you forward.

9 of 9 answers100% coverage3 runs per questionChatGPTAug 20, 2026Complete

How the number was reached

01/Instrument · buyer questions

Questions we asked

Each one was put to the AI several times, worded the way a buyer would ask it. Every square is one answer.

1What are the best specialty coffee shops in Brooklyn for someone who wants to sit and work for a few hours?
recommended in 1 of 3
2Which coffee shops in Brooklyn would you recommend for really good espresso and vegan pastries?
recommended in 1 of 3
3Where in Brooklyn can I find a quiet coffee shop that serves a proper breakfast?
recommended in 0 of 3Lost

recommended you did not

02/Engines

By provider

The same questions, asked of each recommendation engine.

ChatGPT / OpenAI search22%
03/Observed in answers

You against the brands it names

How often each brand came up when your buyers' questions were asked. Your row is how often you were recommended.

  1. 1Devoción78%
  2. 2Sey Coffee67%
  3. 3Variety Coffee Roasters44%
  4. 4Café Grumpy33%
  5. 5Northstar CoffeeYou22%

Names are read from the answers as written. They are observations, not verified companies.

04/Cited sources

Where the AI gets its answers

Pages the engines read while answering. Getting listed on these is the most direct way to change the result.

timeout.comThe best coffee shops in Brooklyn67% of answers
eater.com56% of answers
theinfatuation.com33% of answers
reddit.com22% of answers
Findings

What to change

Read from this scan's own evidence — the sources it cited, the brands it named, and the questions you lost.

Missing from all 4 pages the AI reads

The answers were built from sources such as timeout.com, eater.com and theinfatuation.com. None of them is yours, and none of them lists you.

Devoción is the default answer in this category

It appears in 78% of answers against your 22% — a 56 point gap.

One buyer question returns nothing

You are never suggested for: "Where in Brooklyn can I find a quiet coffee shop that serves a proper breakfast?"

The AI knows the name but does not put it forward

22% of answers mention it without suggesting it as an option to consider.

Your turnfree scan

This is what you get for your own brand

Same number, same interval, same rivals and the same raw answers — measured against your business instead of an invented coffee shop.

Measure my brand
Raw evidence

Answers

Every answer the scan collected, exactly as it came back.