Every account investigation starts with a complete profile enrichment — follower graph, posting cadence, language distribution, engagement authenticity, and bot probability from a 14-signal model.
Force-directed relationship graphs up to 10,000 nodes. Identify mutual follower clusters, detect potential sock puppet accounts, and map coordinated inauthentic behavior with visual cluster analysis.
Our bot detection model weighs 14 independent signals — account age, follower ratio, posting rate, name entropy, profile completeness, network density, and more — into a single 0–100 probability score.
Investigate a single post — trace its full retweet cascade, quote-tweet tree, and detect coordinated amplification. See exactly who retweeted within the first 60 seconds and identify inauthentic burst patterns.
Monitor how a hashtag, keyword, or narrative propagates across the X network over time. Detect coordinated boosts, organic vs inorganic growth patterns, and origin accounts.
Hashtag frequency timeline — spike indicates coordinated amplification event
A complete toolkit from account profiling to post-level cascade analysis.