Experiment Backlog Prioritization Agent
Agent details
This agent runs a comparative PIE (Potential, Importance, Ease) scoring pass across every idea and outputs a sprint-ready dashboard. You get a leaderboard, tests prioritized in order so they don't conflict, and individual scorecards with rationale included.
Benefit
Scoring a backlog by hand produces inconsistent results and decisions that are hard to defend. This agent runs a comparative PIE (Potential, Importance, Ease) scoring pass across every idea and outputs a sprint-ready dashboard. You get a leaderboard, tests prioritized in order so they don't conflict, and individual scorecards with rationale included.
How it works
Paste your backlog and strategic KPIs into the agent. It scores each idea across four dimensions: Potential, Importance, Ease, and KPI Alignment, using forced distribution so scores spread meaningfully. It then groups ideas by page to avoid concurrent-run conflicts, picks one top scorer per unique page, and renders the full Canvas dashboard in a single pass.
Who it helps
CRO leads and optimization managers who own a test backlog and need to defend prioritization decisions. Most relevant for teams building their experimentation program before a formal framework exists. The output gives you a structured, comparative score you can bring straight into your experimentation planning meeting.
Documentation