post_performance

io.github.hermoso-ai/hermoso · Verify this server

Aggregate this brand's published posts to answer WHICH HOOKS AND SUBJECTS WORK. Groups by hook (default), subject, channel, media format or posting hour, and reports the engagement RATE within each channel. THREE THINGS IT DELIBERATELY WILL NOT DO, and you should repeat them rather than paper over them: (1) it never sums metrics across channels — a LinkedIn impression and a TikTok view are different units, so every comparison is within one channel; (2) it SUPPRESSES a verdict below 5 measured posts and says so, because a confident recommendation from 3 posts is worse than none; (3) a post with no recorded hook (published outside Hermoso, or backfilled without a creation match) counts toward channel and format totals but never votes on which hook works. Present the `finding` verbatim if there is one, and the reason if there is not. Read-only, 0 credits.