How the thread buyer-intent scorer works

1
Paste the thread's title and text

Copy the title and body from the thread, plus the subreddit, upvotes, and comment count you can see on it. The tool cannot fetch a link, and it never logs in and never needs your account.

2
We score the pasted text

The rule score comes from the text you pasted and the numbers you entered, and the AI reads the same text for its own assessment. Nothing is fetched from Reddit.

3
Read the rule score and the AI assessment, separately

You get a buyer-intent score out of 100, an AI-citation chance out of 100, and the plain reason behind them — plus the AI's own assessment, shown beside the rule score and never blended into it.

What the thread buyer-intent scorer tells you

  • Buyer intent, from the poster's own words — a recommendation request, a comparison, a competitor complaint, or a problem looking for a fix each carry a stated base score.
  • AI-citation chance, from real engagement — intent plus comment and upvote points, so a thread people actually discuss scores higher than a quiet one.
  • Rule score and AI assessment, kept apart — the AI judges the same pasted text on its own, and when it disagrees with the rule score you see both, not one blended number.
  • What to do next — a high score means the thread is worth a helpful reply; a low score means skip it, not force a pitch into it.

Found a thread worth answering? Check the community's rules first with the subreddit rules lookup, make sure your account is ready with the Reddit account audit, and find more threads like it with the subreddit finder. The guide to promoting a SaaS product on Reddit explains how to reply helpfully without sounding like an ad.