Content Engagement & Follower-Attraction Architecture Evaluator

Answers not just "is it well written?" but the real question: "will it grow, will it attract followers?" It scores the content's distribution/algorithm mechanics, engagement triggers, and follower conversion on a 0–10 scale.

It examines content across 8 dimensions: hook/scroll-stop (E1), retention/flow (E2), shareability (E3), saveability (E4), comment-trigger (E5), follow-trigger (E6), CTA + next step (E7), and platform-native format (E8). The hook and follow-trigger, the core of growth, carry the heaviest weight.

When to use it: Before publishing a LinkedIn carousel, tweet, short video, blog intro, or other content — or after publishing, when you ask "why did it get reach but bring no followers?" It explicitly flags the "vanity" trap (lots of likes, zero comment/follow conversion).

Output: A weighted total /10 + a one-sentence diagnosis, a quote-anchored score for each dimension, a list of the growth mechanics present vs. missing, and concrete sentence-level fixes for the 2 weakest dimensions. On request, it also produces a JSON scorecard. Manipulative/clickbait growth suggestions lower the score on ethical grounds — it prioritizes sustainable, brand-loyal growth.