Real Data. Real Scores.
Real Consequences.
Every case study below uses real CreatorScore data — actual posts, comments, and AI agent analysis. See what our platform would have surfaced before millions were invested.
When Alex Cooper Called Out Alix Earle, We Caught It in 4 Hours
Real-time creator-vs-creator feud detection via multi-signal monitoring.
On April 14, 2026, Cooper publicly dragged Earle. CreatorScore caught the drama in under 4 hours via comment-layer cross-mention spikes, a 50-point sentiment drop on Cooper's latest promo, and LLM transcript analysis — writing 2 critical + 10 high severity flags and queueing alert emails before the news cycle picked it up.
Time to Detection
< 4 hrs
Risk Flags
38
Cross-Mentions
35
Sentiment Drop
-50 pts
How CreatorScore Would Have Prevented ABC's $40M+ Mistake
Felony assault conviction, domestic violence arrest, cancelled Bachelorette season.
ABC invested $40M+ in a Bachelorette season starring Taylor Frankie Paul — despite a felony assault guilty plea and DV arrest being public record. CreatorScore would have flagged her as HIGH RISK with a knockout-capped score of 40/100.
Followers
8.6M
Posts Analyzed
49
Comments
540
Est. Loss
$55-80M+
When Niche Mismatch Destroys Brand Trust
Great creator, wrong product. Motivation speaker selling protein supplements.
Mel Robbins scores 82/100 as a motivation creator — but protein supplements fall outside her niche authority entirely. CreatorScore's data shows why a 2M-follower fitness creator would outperform her 24.9M followers on supplement sales.
Followers
24.9M
Posts Analyzed
235
Comments
1,800+
Niche Fit
None
Don't Be the Next Case Study
Every risk signal in these case studies was publicly available before the brand invested. CreatorScore surfaces them in under 60 seconds for less than $0.25 per assessment.