How It Works

Three steps from draft to data-backed prediction.

Calibrate Your Account

Paste your recent tweet metrics (views, likes, retweets) from X Analytics. Our AI scores each tweet and builds a prediction model specific to your audience. This takes a few minutes — the more tweets you provide, the better the calibration.

Paste Your Draft Tweet

Write your tweet draft and paste it in. The AI analyzes your content across multiple dimensions — hook strength, novelty, information gap, and shareability — using your calibrated model.

Get Your Prediction

Instantly see your predicted view count, viral probability, and a content diagnosis with specific improvement suggestions. Rewrite and re-predict until you're confident, then post.

What You Need

An X (Twitter) account with posting history
5+ recent tweets with their view/like/retweet counts
Your follower count

X Verified (Premium) users can export tweet data from Content Studio. Non-Verified users can manually copy metrics from their tweet analytics.