Verification notes#
- Evidence cutoff: 25 October 2026.
- 96 unique public-post IDs: 31 Instagram, 65 YouTube.
- Six-post Instagram benchmark: 30 posts; 9 with observed hashtags.
- Median calculations and public interaction/view proxies recomputed.
- All report query bindings resolve to reviewed source queries.
- Full CSV contains all 96 rows.
- Authored report builds through the protected Data runtime.
- Browser inspection was blocked by the browser URL/security policy. No workaround was attempted. Visual layout, interactive filters and console behavior remain unverified.
- No private competitor analytics, paid-distribution attribution or TikTok feed was available.