Sample reports
Real reports, real reviews
Each of these is one genuine run of the pipeline on real Google reviews. Nothing here is mocked or hand-edited. Open one, or run your own.
Specialty coffee● Real data
Café Grumpy
Greenpoint, Brooklyn, NY
The opening it found
Devoción: Rude and dismissive staff
“Good coffee shouldn't cost you your dignity.”
4 businesses · 20 reviews · June 4, 2026Open report →
Pizza● Real data
L'industrie Pizzeria
Williamsburg, Brooklyn, NY
The opening it found
Lucali: Extreme queue commitment required
“Great pizza shouldn't cost you your Saturday.”
4 businesses · 20 reviews · June 4, 2026Open report →
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