Tweet Algorithm Scorer
Analyze your tweet before posting. Get a viral score out of 100 with actionable tips to boost engagement. Based on X algorithm signals and engagement patterns.
0/280 characters
Write your tweet and click Analyze to get your viral score.
What We Analyze
Hook Strength
Is your opening line compelling enough to stop the scroll?
Engagement Triggers
Questions, power words, and elements that drive replies and retweets.
Value & Substance
Specific data, actionable insights, and clear takeaways.
Readability
Line breaks, word complexity, emojis, and visual structure.
Optimal Length
70-200 characters is the sweet spot for X engagement.
Hashtag Usage
1-2 relevant hashtags is optimal. More looks spammy.
Call to Action
Ending with a question or CTA drives replies and engagement.
Spam Signals
Multiple links, ALL CAPS, excessive mentions, or promo language.
Score, Write & Schedule in One Place
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Tweet Algorithm Scorer FAQ
How does the tweet algorithm scorer work?
The scorer analyzes your tweet across 8 dimensions: length, hook/opening, engagement triggers, readability, hashtag usage, value/substance, call-to-action, and spam signals. Each dimension is scored based on X algorithm signals and engagement patterns.
What score should I aim for?
Aim for 60+ (Good) as a minimum. Scores of 80+ indicate strong viral potential. Not every tweet needs a perfect score — variety is important. Use the scorer for your most important posts.
Does this tool connect to Twitter/X?
No. This tool runs entirely in your browser. No data is sent to any server, and no X API calls are made. It analyzes your text using known engagement patterns.
What makes a tweet go viral on X?
Viral tweets typically have: a strong hook, high-value content, a question or CTA that drives replies, good readability, and are posted at optimal times when your audience is active.
Is a high score guaranteed to go viral?
No. The score indicates how well-optimized your tweet is, but virality also depends on your follower count, posting time, trends, and luck. A high-scoring tweet will outperform a low-scoring one from the same account.