RivieraInsight.
NLP competitive-intelligence tool for tourism operators on the French Riviera. Analyses TripAdvisor reviews with CamemBERT and KeyBERT.
Visit project ↗PYTHON · FASTAPI · NEXT.JS · PLAYWRIGHT
PROBLEM
Riviera hotels and restaurants read their reviews by hand, one platform at a time, and never see how they compare with the place next door.
DATA
1 240 TripAdvisor reviews collected with Playwright across 8 competing properties in Nice, cleaned and normalised for French text.
APPROACH
CamemBERT for sentiment, KeyBERT for dominant keywords, served through a FastAPI service and read in a Next.js dashboard. Built for AzurEscape.
RESULT
74% positive sentiment as a baseline, dominant themes surfaced per competitor (view, breakfast, cleanliness, service) and a ranked score per property.
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