What changed,
and when.
Methodology updates, product releases, and fixes. The score on a creator's report on any given date can be reproduced from the methodology in effect on that date.
- April 24, 2026v1.4.0Methodology
Authenticity now reads comment depth, not just ratio
Authenticity sub-score now incorporates average comment length and emoji-only ratio alongside the existing like-to-comment check. Most accounts moved by ±2 points; weak signals dropped slightly to make room for the new dimension.
- April 12, 2026v1.3.0Product
Niche correction is now inline, not a modal
If the auto-detected niche is wrong, you can now switch it from the report header without leaving the page. The cohort recalculates immediately. Modal removed.
- March 28, 2026v1.2.1Fix
Pinned posts excluded from engagement averages
Engagement rate now excludes pinned posts, which were skewing the average for creators who pin a viral hit. Affected scores were recomputed once on March 28; no historical adjustments after that date.
- March 14, 2026v1.2.0Methodology
Cohort minimum raised to 200 creators
Niche/tier intersections smaller than 200 creators now widen the tier band (e.g. micro + mid combined) instead of falling back to platform averages. The widened cohort is labeled explicitly on every affected report.
- February 22, 2026v1.1.0Product
Share card is now 1080×1920 first
Share cards now render Instagram-Stories-first, with the 1200×675 OG-image variant generated from the same template. Stories share rate jumped 3.4× in the rollout cohort.
- January 30, 2026v1.0.0Product
Public launch
First public version. Engagement, Consistency, Growth, Authenticity. 350K creators in the cold-start dataset.