Shoalyard
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About

Every job has an unwritten playbook. We're writing it down.

Most research is a snapshot, commissioned by someone, answered by strangers, and out of date on arrival. Shoalyard is the first generative research network: a place where professionals learn from each other, and what they share becomes research that keeps growing.

Prediction markets aggregate beliefs. Shoalyard aggregates decisions: what verified professionals actually did, what they tried, and how it turned out.

  • ForumsAnecdotes
  • NetworksPerformance
  • Vendor reportsMarketing
  • ConsultantsOpinions

What we built

You talk about your workWith our AI. Never under your name.
It joins everyone else'sPooled with people whose jobs we've confirmed.
It becomes the playbookPlaybooks, quick soundings, benchmarks and tool stacks that keep moving.

How we keep it honest

  • Only members answerA confirmed job in that line of work, or the proof a shoal accepts.
  • Groups of 10, both waysNothing shows under 10 people, and no slice can be subtracted down to one person.
  • Conflicts stay outPeople who work at or invest in a company stay out of results about its tools. Companies can't pay, edit or remove anything.
  • Every number has a sourceOur AI says when it wrote something, works only from pooled results, and links each number to it.

How results work, in full →

Why “Shoalyard”

A shoal is a group of fish that swim together without a leader. Each one watches the others nearby and adjusts, and together they move in ways none of them could alone. That's how we think people learn their work: by seeing what others in the same waters actually do.

A yard is a working place, where things get built in the open. Put the two together and you get a place where people who do the same work gather, and what they share gets built into something useful for everyone.

Do this kind of work? Your answers write the playbook.Find my shoal