Measure how clearly answer engines can retrieve, understand and cite your public brand evidence.
Answer-engine observatory
We sample public pages and inspect retrieval readiness. We do not scrape consumer chat products or promise rankings.
Bounded public crawl
Sampling up to 20 useful pages and mapping evidence.
Sampled readiness snapshot
Crawler policy
Prompt laboratory
Evidence sample
Next step, if you want one
The report above is generated. These are not — each one is work done by hand on the findings you just produced. Scope is agreed before anything is payable.
From
A prioritised remediation plan, reviewed by hand, built on a report you already have.
Nothing is charged automatically and no card is stored. The free tools stay free and complete — this is extra work on top, never a feature taken out of them.
Save your result
Create a link to this report so you can reopen it later or send it to your developer. It stays valid for 30 days, and no account is needed.
If you would rather not do this yourself
Websites, CRM systems and the APIs that join them. The work is done remotely as a matter of course — past clients have been in Australia, Belgium and the UAE — and the scope is agreed and the quote fixed before anything is payable.
It looks like you are in the UAE
Websites, CRM systems and the APIs that join them, for businesses across the Emirates. WhatsApp is the fastest way to reach me, quotes and invoices are issued in AED, and meeting in person is possible when it helps. Scope is agreed and the quote fixed before anything is payable.
How the visibility map works
The crawler validates each public destination and reads a bounded 15–20 page sample.
Entity, answer content, citations, schema and crawler policies use explicit deterministic rules.
The report shows what public systems can retrieve without claiming guaranteed inclusion or position.
The checker does not scrape consumer chat products, estimate prompt volume or promise citations. Live answer-engine testing appears only when an official configured provider is available.
Use only public destinations you are authorized to check. By using this tool, you agree to the Terms of Use.
Read the thinking