Review Authenticity And Spam Detection

Unique: Combines heuristic-based detection (IP clustering, posting velocity, text pattern matching) with machine learning models trained on known spam datasets, rather than relying solely on platform-provided verification signals. Flags reviews for manual review rather than auto-deleting, preserving user agency and reducing false positive impact.

vs others: More automated than manual review inspection; however, detection accuracy is unknown and likely lower than platform-native spam systems (Google, Yelp invest heavily in spam detection), and no integration with platform removal workflows