Audit
An evidence-based baseline and a prioritised plan with owners and costs.
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
Can search and AI systems reach the right pages, feeds and data?
Do the facts they expose match your source of truth?
Do your site, feeds, retailers and AI answers agree?
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
An evidence-based baseline and a prioritised plan with owners and costs.
We fix what the audit found, and install the measurement to prove it changed.
Alerts, a discrepancy queue and a maintained backlog as your data and AI systems change.
Credentials
api.openattribution.org.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.