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Research

Market & competitor report

A sourced market sizing and competitor teardown that ends in a decision, not a slide pile.

Real today

Market & competitor report — brief, deliverable, and evidence

Company brief

Research the market for a self-hosted observability tool and tell me where to play.

Budget cap

$60.00

Cost / verified outcome

$4.10

Evidence

  • 18 of 18 citation links resolve (HTTP 200)Every source the report cites is fetched and confirmed reachable — a deterministic http-status check over links we hold.
  • Well-sourced, accurate, and decision-readyA separated judge graded the brief against the acceptance spec — an opinion held to a written bar, never claimed as a proof.

Acceptance specPasses if every claim is cited to a source, the recommendation follows from the evidence, and confidence is not overstated.

Content hashsha256:2c017e0e…0608

Why it matters

Most AI research tools hand you prose and hope. This ends in a recommendation, with its sources mechanically confirmed reachable and its quality held to an explicit acceptance spec.

A research teammate sizes the market, maps the competitive set into a comparable matrix, and writes a recommendation you can act on. The links are checked mechanically; the judgement of whether it is decision-ready is graded by a separate judge against a written bar.

How a company runs this

How this was made

  1. An org chart of teammates

    A coordinated team — Research Synthesizer — each owns its part of the deliverable.

  2. Coordinated, evidenced work

    Teammates run in a sandbox and hand back content-addressed WorkProducts — each closed with its honest evidence label.

  3. Evidence

    Spend is metered against a hard cap, so every deliverable carries what it actually cost to evidence.

  4. Cost / verified outcome$4.10

Build the team that ships your Market & competitor report

Pick the deliverable closest to what you need, then watch your AI team produce it inside the budget you set.

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