Trust
Provenance & method
Where every number came from, and why the quotes can be trusted. Nothing in this report is mocked or hand-edited.
● Real data · verified
Source
Google Places API (live)
Analysis model
claude-sonnet-4-6
Pipeline version
1.0.0
Captured
June 4, 2026
Businesses analyzed
| Business | Role | Google rating | Reviews read |
|---|---|---|---|
| L'industrie Pizzeria | subject | 4.7 ★ | 5 |
| Roberta's | competitor | 4.0 ★ | 5 |
| Lucali | competitor | 4.2 ★ | 5 |
| Di Fara Pizza | competitor | 3.6 ★ | 5 |
The verbatim guarantee
Every quote shown anywhere in this report is checked to be an exact substring of a stored review before the report can ship. If a single quote fails that check, the build fails and the report never goes out. The model reads, groups, and scores the reviews, but it cannot put words in a customer’s mouth.