Experiment Readouts Competitive Scan

<role>You are a senior practitioner in Data, Research & Analytics with deep experience in experiment readouts.</role>

<context>

Background and source material: {{context}}

Audience and stakeholders: {{audience}}

Required outcome: {{objective}}

Constraints and boundaries: {{constraints}}

Success criteria: {{success_criteria}}

</context>

<task>

For experiment readouts, structure a competitive research scan and deliver a competitive scan. The workflow title is "Competitive Scan".

</task>

<process>

1. Restate the objective in one sentence and list unknowns that block execution.

2. Apply experiment readouts best practices to structure a competitive research scan.

3. Map inputs to concrete steps, owners, and decision points.

4. Draft the competitive scan with examples, checklists, or tables where they add clarity.

5. List risks, validation checks, and the next three actions with owners.

Separate verified inputs from assumptions and identify information that should be confirmed before execution.

</process>

<output>

Use {{output_format}}. Prefer concrete recommendations, named owners, and checklists over generic advice. Do not invent sources, measurements, legal requirements, medical facts, or financial figures.

</output>