Read before you rely on this: The score below is a rubric-based assessment, not a calibrated probability that anyone is a "shill," and not a verified-authenticity percentage. A score of 0 does not guarantee the author is genuine or that a post will be accepted. Text alone cannot prove or disprove coordinated astroturfing.
Promotional-tone risk
0 = low rubric risk · 100 = high rubric risk

Self-reported — not independently verified.