musebridge
Discuss a pilot Define buyer questions
Five buying themes become ten fixed, neutral prompts. Your brand and up to three competitors are measured against the same set.
GEO RESEARCH / A MEASUREMENT METHOD
Make AI visibility observable.
AI answers change. A single screenshot cannot tell you where your brand stands. Ask the same buyer questions repeatedly, record every answer, and see how often your brand appears beside the competitors that matter.
One research engine. Ten questions. Three independent answers per question.
RESEARCH WINDOW10 × 3
QUESTION SET / 001From answers
to evidence.
to evidence.
Mention detectedIllustrative pattern, not measured data
01 / THE METHODA simple question.
A simple question.
A repeatable answer.
We keep the research scope narrow so every number can be traced back to an actual response.
Repeat each prompt
Perplexity answers every prompt three separate times. We retain the response text, model, time, and available source links.
Count explicit mentions
A transparent name match checks each answer. The share shown is the fraction of completed answers that name each brand.
02 / EXPLORE THE MATHSee exactly where
See exactly where
the number comes from.
This is a teaching example. Select which of three answers mention a sample brand; the rate updates immediately.
INTERACTIVE EXAMPLE ILLUSTRATIVE
“Which suppliers should a North American buyer consider for this product?”
In a real run, the answers are recorded, not chosen by the customer. A name match shows presence only; it does not prove endorsement or answer quality.
SAMPLE BRAND / MENTION RATE
67%
2 mentions ÷ 3 completed answers
Across the complete study, the same count is repeated for 10 prompts × 3 answers = 30 observations per research day.
This is an observed frequency, not a statistical confidence interval.
03 / COMPARE & FOLLOWSee the field.
See the field.
Then watch it move.
Every tracked brand is checked against the same answers. The daily view compares mention rates over time, so a new campaign or website change can be reviewed against recorded responses.
Discuss a focused pilotBRAND COMPARISONEXAMPLE LAYOUT
Your brand
—
Competitor A
—
Competitor B
—
Competitor C
—
Daily trend starts with real runs.Points appear only after a dated research run is saved.
Bar lengths illustrate the interface only. No customer or competitor measurement is shown.
04 / THE RESEARCH BOUNDARYUseful data.
Useful data.
Honest limits.
We want a number your team can inspect, not a score that asks you to take our word for it.
Are you named?
How often a chosen brand appears in repeated Perplexity answers to your fixed buyer questions, alongside the same measure for selected competitors.
Why you were named.
A mention is not a recommendation, verified citation, traffic estimate, sales outcome, or result in Muse, ChatGPT, or every AI engine. Source links are retained for review, not counted as endorsements.
METHOD NOTE
Brand matches use explicit names and aliases, not sentiment analysis. Rates can overlap because one answer may name several brands. Failed calls are visible and never silently counted as “not mentioned.”
START WITH A BASELINEFind out where
Find out where
your brand appears.
Bring your brand, three competitors, and five buyer themes. We’ll agree on the question set before the first pilot run.
Discuss your research pilot Initial access is scoped to approved pilot workspaces.