CarBluff
A web-based tool that evaluates used car listings and screenshots against scam patterns to generate a trust score.
Open productWhat it does
About CarBluff
CarBluff is a scam checking tool designed for consumers buying used vehicles from private sellers. The web application evaluates listing links from platforms like Facebook Marketplace, Craigslist, and OfferUp against more than 20 known scam patterns. By scanning price details, listing text, and seller messaging locally in the browser, CarBluff produces a safety trust score to help users identify potential fraud.
- Availability:
- launched
- Access:
- freemium
- Format:
- software
- Platform:
- web
Pricing at launch: $0.99 per scan or $10 per month for unlimited scans
Core capabilities
Scam Pattern Scanning
Analyzes used vehicle listings from sites like Facebook Marketplace, Craigslist, and OfferUp against over 20 known scam patterns to produce a trust score from 0 to 100.
Browser-Based File and Text Analysis
Processes listing text and seller chat screenshots locally inside the web browser without transmitting data to external servers.
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