Paste your X draft.See if the algorithm will care.

Drop your tweet, thread, or screenshot. We score it across 13 engagement signals, predict how it'll perform, and rewrite it stronger in under 30 seconds.

Private by default·Free
Recommended rewrite
Signal score0/100
Predicted0/100
Improvement+0pts
Optimized versionAfter

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URL trick·swap x.com with letxcook.com on any post
Your draft
0 / 1200
13 signals~2 secFree tier
Private by default. Signed-in audit history stays in your account.
The 13 signals

13 signals.
One verdict.

Every draft is scored against patterns learned from 1M+ real viral tweets. Ten signals reward momentum. Four catch risk.

Trained on 1M+ real viral tweets
Rewarded — 10
LikeReplyRepostQuoteClickProfile clickPhoto expandVideo viewDwellFollow
Punished — 4
Not interestedBlockMuteReport
Facts vs folklore

Most tweet tools guess. We don't.

letxcook checks your draft against concrete engagement signals, so every recommendation is explainable.

Folklore claims

Advice repeated
until it sounds true.

  • Post at 9am for maximum reach
  • Use exactly 2 hashtags
  • Put the link in the first comment
  • Always end with a question
Signal-grounded

letxcook signal map

Recommendations are tied to the engagement behaviors your draft can encourage or reduce.

10
Rewarded targets
4
Penalty targets
Positive signals
LikeReplyRepostQuoteClickProfile clickPhoto expandVideo viewDwellFollow
Negative signals
Not interestedBlockMuteReport
Method trail
1
Draft
Text + context
2
Signals
Engagement behaviors
3
Advice
Built from those signals
Same draft. Same day. Different advice.Only one is grounded.
How it works

Three steps. No fluff.

01TXT · PNG · JPG

Paste

Drop your draft, thread or a screenshot of someone else's tweet you want to learn from. Multimodal in.

02~12 sec

Grade

We score it across all 13 signals — 10 the ranker rewards, 4 it punishes — with the line that triggered each judgment.

03Copy → post

Ship

Three rewrites, each strengthening a different weak signal. Copy the one that fits the angle you want.

Pricing

Unlimited draft testing for $9/month.

Free is enough to try the signal map. Pro is for people who draft daily, compare angles, and want every post to leave the queue stronger.

Unlimited audits
Private by default
Priority queue
Live now

letxcook Pro

Run every hook, rewrite, screenshot, and X URL through the 13-signal grader without waiting for next month's reset.

$9/ month
Manage anytime
  • Unlimited X draft audits with no monthly cap
  • Unlimited rewrites and alternate angles
  • Analyze pasted drafts, screenshots, and X post URLs
  • Full audit history and shareable verdict pages
  • Priority analysis plus early access to thread-aware grading
Upgrade to Pro
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FAQ

Honest answers.

Tools in this category overpromise. We'd rather underclaim, show our reasoning, and let you decide.

Do you store my drafts?

Private by default. Anonymous drafts are not saved to an account. Signed-in users get audit history so they can revisit prior results, and can delete their account from settings.

How is this different from Hypefury / Tweet Hunter / Typefully analytics?

Those tools often optimize against folklore: post-time charts, hashtag counts, link-in-comments tricks. We focus on engagement signals you can actually strengthen in the draft itself.

Will this guarantee my post goes viral?

No, and anyone who promises that is lying. We grade the signals the ranker tries to predict — that's the direction. Audience fit, timing and luck are still real. We surface what you can control.

Why can you say it's based on X's algorithm?

We do not claim access to X's production model or numeric weights. We work on direction — which engagement behaviors a draft is likely to encourage or discourage — not hidden ranking magnitude.

What about the secret weights?

They're proprietary. We never guess at them. That's why every grade is a band (Weak/Moderate/Strong) instead of a percentage — we refuse to fake precision.

Can I use this for LinkedIn, Threads, or Bluesky?

Not yet. letxcook is tuned for X drafts specifically. We'd rather be excellent on one platform than guess on five.

One more thing

Stop guessing.
Know first.

Paste your next draft. Get a verdict in 30 seconds. Ship the rewrite that hits the signals X's ranker actually predicts.

Private by default · Free to try