How does the tweet optimizer work?

Our optimizer analyzes your tweet against multiple factors that X's algorithm uses to rank content: length, readability, AI-like phrase detection, spam patterns, and formatting. Based on open-source algorithm research from Twitter's released code.

What is the optimal tweet length for engagement?

Based on algorithm analysis, tweets between 50-200 characters perform best. Very short tweets (under 20 characters) and very long tweets both receive lower visibility scores. The algorithm weights length at about 50% of the text score.

Why does AI detection matter for tweets?

X's algorithm and users are increasingly detecting AI-generated content. Phrases like "delve," "leverage," or "comprehensive" can make your tweet sound robotic and reduce engagement. Our tool flags these phrases.

Yes, completely free and unlimited. The analysis runs entirely in your browser - no data is sent to any server. Your tweets remain private.

What score should I aim for?

Aim for 80+ for good visibility. 90+ is excellent. Below 60 means your tweet may face visibility issues. The tool provides specific tips to improve your score.

Free Tweet Optimizer

Analyze your tweets against the X algorithm to maximize visibility and engagement.

✓ Algorithm-based scoring
✓ AI phrase detection
✓ Actionable tips
✓ Free & unlimited

Your Tweet or Reply

0 characters280 remaining

Optimal Tweet Checklist

○ 50-200 characters (sweet spot)
✓ No AI-sounding phrases
✓ No spam patterns
✓ Minimal caps usage

Enter a tweet to see its algorithm score and optimization tips

How to Use This Tool

1
Paste your tweet or reply
Enter the text you plan to post on X
2
Review your score
See how your tweet performs against algorithm factors
3
Follow the tips
Apply specific recommendations to improve your score
4
Re-analyze and iterate
Edit your tweet and check again until you're satisfied

What the Algorithm Checks

Length Score (50% weight)

Tweets between 50-200 characters perform best. Very short or very long tweets get lower visibility.

Readability (10% weight)

Natural sentence structure with good grammar scores higher than fragmented or unclear text.

AI Phrase Detection (Penalty)

Words like "delve," "leverage," or "comprehensive" trigger AI detection and reduce credibility.

Spam Pattern Check (Penalty)

Generic openings like "Great post!" or excessive caps trigger spam filters.

Caps Ratio (10% weight)

ALL CAPS text triggers the "shout penalty" and reduces visibility. Use caps sparingly for emphasis.

Text Entropy (25% weight)

Natural text variety matters. Repetitive words or characters can signal low-quality content.

Frequently Asked Questions

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