Longread
Longread: Post Audit Table For Trend Verification
This page formalizes post auditing so trend claims remain evidence-backed. It is designed for quick repeat use on high-traffic pages.
This page formalizes post auditing so trend claims remain evidence-backed. It is designed for quick repeat use on high-traffic pages.
Treat the quote below as a hard stop condition.
If post evidence fails two checks, trend confidence must be downgraded regardless of headline rank.
Run these checks on every claimed trend sample.
| Check | Pass rule | Fail signal |
|---|---|---|
| Caption-topic alignment | Clear thematic consistency | Generic or mismatched text |
| Engagement shape | Comparable to peer posts | Isolated outlier spike |
| Creator continuity | Fits creator lane history | No repeat pattern |
Store outcomes as pass / conditional / fail.
Conditional results require secondary evidence.
Failed samples should not anchor longread claims.