Know Before You Post. Every Time.
3 pre-publish AI tools that predict performance, score content quality, and detect originality issues — all calibrated to your real X account history, not industry averages.
3 Pre-Publish Tools
The Complete Pre-Publish Intelligence Stack
Use them together before every post, or pick the one you need right now.
Will This Post Perform?
Predict before you publish. Get hook strength, share potential, reply trigger score, algorithm friendliness, and an AI-optimized version — personalized to your X account's history.
Content Quality Predictor
Score your draft for clarity, curiosity, originality, and conversation potential before posting. Detects spam and ragebait signals. Returns an improved version calibrated to your real posting history.
Originality Score
Detect if your posting history relies on templates, AI-generated phrases, or recycled content patterns. Know before the algorithm does.
The Pre-Publish Workflow
Turn your content creation process into a data-driven system.
Draft your post
Write your content as normal — tweet, thread, reply, or ad copy.
Run Content Quality + Post Performance
Get scores for clarity, hook strength, algorithm friendliness, and spam risk in seconds.
Review AI-optimized version
Each tool generates an improved rewrite calibrated to your account's history.
Publish with confidence
Know your post has strong signals before it goes live — no guessing.
Calibrated to Your Account — Not Generic Benchmarks
Our content tools analyze your actual X posting history to build a baseline. Predictions and rewrites are personalized — not calculated against some average creator.