← How it works
Calibration

Does it actually work?

MIRAGE is run against labeled cases — known-coordinated, known-organic, and deliberately ambiguous — right here in your browser. Thresholds should separate them cleanly.

5/5labeled cases classified as expected
CaseKindExpectedGotConv.Fams
Tight ring (5×3)coordinatedelevatedelevated0.603/5
Larger ring (7×3)coordinatedelevatedelevated0.654/5
Organic crowd (12)organiclowlow0.010/5
Organic crowd (18)organiclowlow0.040/5
Ambiguous clusterambiguousmoderatemoderate0.312/5
Read this honestly. These are syntheticfixtures built to represent each pattern cleanly — they show the convergence thresholds separate coordinated from organic from ambiguous, and they lock that behavior in so it can’t silently drift. They are not a measured false-positive / false-negative rate against real campaigns; that requires real labeled data and independent review. MIRAGE reports indicators of coordination, never a verdict.

Detection over operation · Evidence over accusation · Document over speculate