How to use the public Skool benchmark slice before sending traffic

The dataset is not a magic ranking formula. It is a public snapshot that helps you compare visible positioning patterns: category, price signal, member band, trust cues, offer type, and share-trigger language.

Use it to ask better questions. Is your copy promise-only while your category rewards proof? Are you free but unclear about the first action? Are you paid but missing trust evidence?

The extension keeps the benchmark local and exposes source boundaries. That makes the output useful as an audit receipt without turning the dataset into a risky resale product.

What this is not

This Chrome package is not the broader CommunityViews or Skoolers research archive. It does not include private member lists, post exports, comment exports, DMs, paid lessons, emails, or logged-in account data. Those materials belong only in separate public, owned, or explicit opt-in analysis workflows.

How to use it

Use the benchmark slice to frame the first experiment: one member, one visible action, one proof artifact, and one person who should give feedback. If the page cannot make that experiment obvious, rewrite the public copy before sending more traffic.