Surface-level matching, on data they don't have.
- Follower count thresholdsvanity metric, not predictive
- Engagement rate benchmarksgameable, ignores who is engaging
- Category keyword matchingsnowboard creator equals snowboard brand
- Product catalog NLPbrand intent, not customer reality