Is your brand's information right wherever AI systems find it?

Your site, your feeds, your retailers and AI answers rarely agree, and the retrieval behind those answers is invisible from your side of it. We audit it, fix it, and keep watching.

What an audit answers

  1. Accessible

    Can search and AI systems reach the right pages, feeds and data?

  2. Accurate

    Do the facts they expose match your source of truth?

  3. Consistent

    Do your site, feeds, retailers and AI answers agree?

  4. Observed

    Which AI services actually retrieved the pages?

A discontinued product that an AI assistant still recommends is not one system's fault. It is the space between the systems — and closing it rarely means buying another one.

How we work

Step oneStart here

Audit

An evidence-based baseline and a prioritised plan with owners and costs.

Six weeksOne brand, one category, priority markets
Step two

Implementation

We fix what the audit found, and install the measurement to prove it changed.

Scoped from the auditBy catalogue size and integration depth
Ongoing

Monitoring

Alerts, a discrepancy queue and a maintained backlog as your data and AI systems change.

MonthlyBrand, product group or agency

Credentials

  • We operate the production Content Telemetry ingestion service atapi.openattribution.org.
  • We co-authored Content Telemetry, the open standard it implements, governed by SPUR.
  • Your data is exportable, in a format we do not own.

Start with the audit.

A fixed-scope review of one brand, product category and set of priority markets. You get an evidence-based baseline and a prioritised plan with owners and costs — not a report that sits on a shelf.