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Topic Cluster — AI PM Opportunities

AI PM Opportunities: Weekly Bet Candidates From Pilot Runs

AI PM Opportunities — weekly bet candidates surfaced from pilot runs. Each card is a real pilot run, ranked by recency × mean rating × volume, one click from spec generator.

Every AI PM pilot run feeds the opportunities hub — runs from the last 7 days aggregate, the top-rated pilot per template surfaces as a bet candidate, and each card drops you into the spec generator with the bet pre-seeded as the brief. Use this hub to find which spec is already hot, where pilot ratings are highest, and which bet to ship next.

External signal

No external signal ingested yet — POST /api/ai-pm/digest/ingest to pull the default feed.

When this bet is the right fit

  • success-metrics — you're staring at a metric tree and need an Outcome / Attribution / Leading / Comparability / Memorability pass on the candidate KPI.
  • competitive-research — you're picking an axis to ship into and need concrete public sources per axis, not vibes about the field.
  • discovery-plan — you have a question before a build, and need the interview / survey / analytics method mapping matched to the decision you're about to make.
  • prioritization — your backlog needs a score, and the framework you pick has to match the evidence available (RICE vs. opportunity vs. MoSCoW).
  • feedback-triage — your inbox is the backlog — critical / strategic / noise / duplicate tiering in under 60 seconds, with weekly decisions on top.

How bet scoring works

Pilot feeds haven't surfaced any runs in the last 7 days, refresh after the next pilot rating.

Generate a frame-anchored spec in 90 seconds

ChiefProduct runs the five pilot templates with the same framing the opportunities hub ranks against — pick a template, paste a brief, and rate the output so the next batch of bet candidates stays honest.

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