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Bangerbird

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Banger Score: the free X post checker

Is it a banger? Paste a draft and get a 0–100 score in a second, with what's working and what to fix before you post. Built on the public weights in X's open-source ranker.

Score your draft

Try:
138 / 280 charactersOpen in X
39
Banger ScoreNeeds work
Share score
Shareability
Reply potential
Spam risk
  • Nothing to react toGive people a reason to share or reply: a number, a lesson, a strong opinion or a question.
  • Too many hashtagsOne or two at most. Hashtag-stuffed posts look like spam.
  • Fits in one postUnder 280 characters, so any account can post it as is.
  • Talks to the readerWriting to “you” makes it personal and easier to answer.

Scored in your browser; nothing is sent to us. A free preview of the Algorithm Coach, based on public weights in X's open-source ranker.

How it works

What the Banger Score checks

Six quick checks, each tied to how X's ranker or rules treat a post.

  • Hook

    Does the first line earn the “Show more”? Short openers with a number, a claim or a direct “you” score higher.

  • Scannability

    Short lines and white space keep people reading. Walls of text get scrolled past.

  • Shareable value

    Lists, numbers and lessons get saved and shared, and shares are among the biggest positive signals X's ranker uses.

  • Reply potential

    A specific question invites replies, and X weights a reply far above a like.

  • Bait and spam risk

    Asking for follows or reposts, hashtag stuffing, all caps and hype invite mutes and reports, which X's ranker punishes hardest.

  • Links and length

    Links aren't penalized by the ranker, but they cost more to schedule. Posts over 280 characters need Premium or a thread.

See the ranker weights behind the score

About the Banger Score

No. It's a quick heuristic built on the public weights in X's open-source ranker and on X's rules about engagement bait. Real reach also depends on your audience, timing and topic, which no checker can see.

Get the full Algorithm Coach.

Bangerbird scores every draft as you write it, in your voice, right next to your scheduler. Join the early-access list.

Free plan at launch. No credit card. Unsubscribe anytime.