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How it works

A measurement loop built for decisions.

BrandPresence keeps the path from question to answer to action visible, so a team can move from “we should check this” to a repeatable operating habit.

The measurement workflow

  1. 01

    Define the questions

    Choose the commercial prompts your buyers actually ask.

  2. 02

    Run the APIs

    Use OpenAI, Perplexity, and Gemini with the same prompt settings.

  3. 03

    Read the evidence

    Inspect answers, mentions, observed entities, citations, and source domains.

  4. 04

    Act and verify

    Choose a supported next step, verify it, and see what changed.

First value

The setup is deliberately progressive.

Create the workspace and site first. Add only the prompt context you need to get a useful first measurement, then refine the system as you learn.
  1. 01

    Create workspace

  2. 02

    Add website

  3. 03

    Write prompts

  4. 04

    Select providers

  5. 05

    Run measurement

Honest measurement

Every run state explains what to do next.

A provider may fail while another succeeds. The workspace keeps incomplete coverage visible and gives the team a clear next step.

Queued

What is happening

Your measurement is accepted and waiting for an available worker.

What to expect

The prompt set and selected providers are saved; sampling has not started yet.

Next

Wait for the run to move to Running. You do not need to submit it again.

Running

What is happening

Provider requests are in progress and completed observations are being recorded.

What to expect

Samples can finish at different times, so the count may grow before the run closes.

Next

Keep working or return to run history; wait for a terminal state before comparing totals.

Partially succeeded

What is happening

Some prompts or providers finished while others returned an error or timed out.

What to expect

Successful evidence remains usable, but the run is not complete coverage.

Next

Review the completed answers, then rerun the missing coverage when it matters.

Failed

What is happening

The run finished without enough usable observations to report a result.

What to expect

The failure is retained with its context instead of being presented as zero visibility.

Next

Check the configuration or provider error, fix the cause, and start a fresh measurement.

Start a measurement you can review.

Start monitoring

AI assistant integration

Bring BrandPresence evidence into the tools where your team already works.

Connect an MCP-compatible AI assistant to investigate findings, compare provider runs, retrieve retained evidence, and prepare briefs through a read-only organisation-scoped connection.

Explore AI assistant access