For businesses · AI visibility diagnosis
See how AI answers your customers, then decide what to fix first
Enter your website and confirm which business it is. We ask AI assistants an agreed set of questions, give you the 3 things to fix first, and retest under the same conditions.
- Mentions, recommendations and citations are counted separately, each shown as numerator / denominator
- Every finding opens to the original answer, its time and the test conditions
- Failed and untested checks are counted separately, never shown as "no issues"
We do not promise that AI will mention or recommend you. A diagnosis shows what AI said under the listed conditions, nothing more.
Check status
During a diagnosis, each channel shows one of these states
Waiting, not started yet
Asking questions; refreshing the page will not resubmit
Some questions failed; each can be retried on its own
No result from this channel. That does not mean "no issues"
Not checked this time. The result is unknown, not zero
Who this is for
Read this before you start
This is for you if
- You want to see how AI assistants describe your business today
- You can publish source-backed facts on your own website
- You want findings you can check line by line against the original answers
This is not for you if
- You want guaranteed AI mentions, rankings or recommendations
- You are looking for paid placement or advertising inside AI answers
- You need claims about treatment outcomes, investment returns or other regulated results
- You cannot point to any public source for your business facts
What you get
Fields follow the frozen GEO spec; no API is connected to this prototype
Identity record
Which business you confirmed, and what you based it on
Test log
Question set, original answers, channel, time, language and region
Diagnosis
3 priorities, plus mention, recommendation and citation counts with their evidence
Retest comparison
Whether conditions matched; anything that differs is not counted as improvement
Services & fees
Prices are not approved yet, so every price is TBD
Diagnosis
- Duration
- TBD
- Service fee
- TBD
- Third-party costs
- Not included; any paid data is quoted separately in advance
- Business identity confirmation and checks on agreed questions
- Diagnosis report with evidence
- Content changes, retest
Business fact completion
- Duration
- TBD
- Service fee
- TBD
- Third-party costs
- Not included
- Fact list with collated sources
- Draft page edits (you publish them)
- Media placement; any guarantee about AI results
Same-condition retest
- Duration
- TBD
- Service fee
- TBD
- Third-party costs
- Not included
- Same questions, channels, language and region
- A note on what is and is not comparable
- Attributing any change to our service
What we do
- Record AI answers under agreed, written-down conditions
- Attach evidence and a time to every finding
- Keep business self-reports, registry records, third-party sources and our source comparisons apart
What we do not promise
- That AI will mention or recommend you
- Rankings, traffic, enquiries or sales
- That a change on retest was caused by our service. A change after our work shows correlation, not causation
Industry sites (same operator)
Run by the same operator as this platform; not independent endorsements
Same operator. Providers and service scope; no treatment claims
Same operator. Courses and teaching formats; accreditation needs a source
Same operator. Areas and service types; no property listings
Same operator. Entities and risk notes; not investment advice