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TweetAlgorithm
Score tweets against the X algorithm + get AI rewrites
Paste a tweet. We score it against the X algorithm, flag what's holding it back, and rewrite it to perform.
Hey Product Hunt!
I'm Phoenix - and like a lot of people who post on X, I was mostly guessing at why some tweets fly and others die. Then I noticed xAI quietly open-sourced their ranking algorithm at github.com/xai-org/x-algorithm. So I built TweetAlgorithm.
What it does: paste any tweet (up to 25,000 chars for long-form Premium posts), tell it whether you'll attach an image / video, and get:
- A 0–100 virality score with a per-factor breakdown (engagement potential, content quality, hook strength, hashtag use, media fit)
- Algorithm risk flags pulled straight from the public repo - out-of-network penalty, link dwell drop, hashtag-overload spam signal, the lot
- 2–3 AI rewrites that preserve your voice but score higher
What makes it different from the usual "AI tweet helper": the scoring isn't vibes. It's grounded in the actual engagement actions xAI weights in their ranker - favorite, reply, quote, dwell, profile_click, video_quality_view - plus the negative signals like mute / block / report that nuke your reach if you trip them.
Free to try: signup gives you 10 credits (1 free analysis). After that it's $5 / $15 one-time packs, credits never expire, no subscription.
→ https://tweetalgori.com
A question to kick things off: drop a tweet of yours that flopped and you wish you'd scored beforehand. Reply below - I'll run it through TweetAlgorithm and share the breakdown + rewrites publicly.
Would love your feedback on the product, the scoring, the rewrites, anything.
About TweetAlgorithm on Product Hunt
“Score tweets against the X algorithm + get AI rewrites”
TweetAlgorithm was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #131 on the daily leaderboard. Paste a tweet. We score it against the X algorithm, flag what's holding it back, and rewrite it to perform.
On the analytics side, TweetAlgorithm competes within Writing, Social Network and Social Media — topics that collectively have 198.4k followers on Product Hunt. The dashboard above tracks how TweetAlgorithm performed against the three products that launched closest to it on the same day.
Who hunted TweetAlgorithm?
TweetAlgorithm was hunted by Phoenix. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of TweetAlgorithm including community comment highlights and product details, visit the product overview.
Phoenix