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Daily Niche Signal Board on X

A read-only routine that ranks the last 14 days of posts in your niche and shows what moved since yesterday.

The method ran on 33 dated days in our own use.

For Creators, founders, small marketing teams

Use caseIn review

  • Public-safe
  • Preview sample
  • Paid-only file

What you get

  • A pack in eight parts with setup steps
  • A small scoring script
  • The skip list we settled on after weeks of runs

Free preview

This is the opening of the real file, shown in full so you can judge it before you pay. The rest is after checkout.

The problem

Your feed shows you what the ranker thinks will keep you scrolling. It does not show you which posts in your niche people bookmarked to come back to, which ones got quoted, or what changed since yesterday. So you either miss the posts your audience is studying, or you spend an hour a day looking for them.

What you end up with

One short board each morning: the top posts in your niche from the last 14 days, ranked by how often people saved and quoted them, with what moved since yesterday and one line from you on why each matters. A running archive lets you see which ideas last and which fade in a day.

We ran this exact board for our own niche (practical AI agents) on 33 dates between 2026-08-25 and 2026-10-14. The method below is what survived those runs.

How the score works

score = bookmarks + 2 x quotes + likes. Impressions only break ties.

  • Bookmarks mean "I will come back to this". In a practical niche that is the strongest sign a post is useful.
  • Quotes mean someone put their own name next to it. They are rarer, so they count double.
  • Likes are cheap but still a signal. Impressions mostly measure reach, not value, so they only break ties.

Change the weights if your niche behaves differently. Keep them fixed for at least two weeks so boards stay comparable.

Contents

  1. Define the niche in one line
  2. Pick signal accounts and search queries
  3. The skip list
  4. Daily run: collect, score, compare
  5. The scoring script (board.py)
  6. Prompts for each step
  7. Reading the board: the angle line
  8. Costs, limits and the rules for sharing