Viral post scoring dashboard with evidence trail and cohort comparisons

A VIRALITY SCORE WITHOUT A BASELINE IS JUST A VIBE. Jev + Opus 5.5 turns it into an evidence trail. input: → paste any X link or draft → Jev loads 800 viral posts as the live reference set → each post enters the right hook cohort: build demo, receipt, launch or contrarian analysis: → 12 typed checks measure the hook, numbers, media and CTA → your post is compared inside its hook type, not against everything → the 5 nearest viral posts stay attached as evidence → Opus 5.5 explains why each one spread output: → score /100 → expected likes and views → percentage of the viral baseline beaten → every tile opens the full post, media, checks and score reported build time: 9 minutes. the breakthrough isn’t asking AI if your post is good. it’s forcing every prediction to show its cohort, rubric and closest evidence. Jev decides fast. Opus explains why. score before you publish. save this workflow.

— Kontentsu kurieta (@Kontentsukpi) Sep 24, 2026