Sample report
The report is the product, shown first.
Every business we approach receives a report like this, built from its own evidence, before any commitment. It is theirs to keep.
Demonstration data Larkfield Hygiene Ltd and the firms named here are fictional. The structure, checks and standards are those of a real report.
Report pages

Page 1
The finding
The company, the principal commercial observation and why it deserves attention. Evidence first, no introduction to AI.

Page 2
What the systems found
The buyer questions, dated AI answers, the firms named, Google results, strengths and verifiable differences.

Page 3
What we can improve
Confirmed inconsistencies, credible opportunities and the corrections we have prepared, with who needs to authorise each.
The standard
Accuracy is how a report earns attention.
- No invented credentials, competitors or rankings.
- A firm is said to be named only when the answer's own words name it; the words are kept as evidence.
- Every figure is recomputed from its source before the report is released.
- Two different contact details are reported as a difference, not as an error, unless a rule shows one cannot work.
- No claim that an AI system will recommend a business after a correction.
- Prepared work is never described as published.