Physics-Based Prediction Engine

Your Tweets, Predicted With Your Data

We analyze your posting history to calibrate a physics engine to YOUR audience — then predict exactly how your next tweet will spread

Free · No signup · Predict in under 30 seconds
Sample Reach Breakdown
Followers
Extended
Discovery
Trending
Viral
Coming Soon

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Auto-calibration, X article support, AI content rewrite, and more. Be the first to know when we launch.

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Sound Familiar?

The creator's blind spot

1

Generic tweet scores ignore your unique audience and niche

2

You've seen a 'viral score' that was completely wrong for your account

3

No tool knows the difference between your core fans and casual followers

How It Works

Three steps to prediction

01

Calibrate

Paste your recent tweet metrics. Our AI learns YOUR audience dynamics and calibrates predictions to your account.

02

Predict

Paste any draft tweet. Our AI analyzes your content and simulates how it will spread across X with your personalized model.

03

Optimize

See your predicted reach, content diagnosis scores, and specific improvement suggestions tuned to your account.

Why It Works

Predictions calibrated to your actual engagement history and audience

Coordinate-descent calibration on your real tweets achieves S-grade accuracy on historical data

Your next tweet is a prediction away from 10x reach

0Reach Layers
0+Tweet Samples
0hTimeline Forecast
0sAvg. Prediction
SABCF
Calibration grades based on your data quality
Features

Built for creators who optimize

Per-Account Calibration

Paste your recent tweet metrics. Our AI calibrates a personalized prediction model tuned to YOUR audience.

Detailed Reach Analysis

See how your tweet spreads from followers to discovery feeds — with a predicted reach curve showing momentum over 72 hours.

72-Hour Timeline

A predicted reach timeline showing when your tweet gains momentum and when it fades. See exactly when to expect peak engagement.

Actionable Suggestions

Not generic 'use hooks' advice. Get specific fixes based on where YOUR tweet stalls in the propagation chain.

Your next tweet is a prediction away from 10x reach

Predictions calibrated to your actual engagement history and audience

Free · No signup · Predict in under 30 seconds
Physics-based engine
Personalized calibration
Multi-layer reach model