Competitive Analysis
Produce a sourced competitive assessment that explains customer tradeoffs, differentiation, and strategic implications.
When to use this recipe & what to provide
When to use it
Produce a sourced competitive assessment that explains customer tradeoffs, differentiation, and strategic implications.
Bring this context
- Product and market segment
- Competitor shortlist or selection criteria
- Buyer priorities and geography
Why this structure
Common criteria and explicit unknowns make the assessment comparable and keep thin public evidence from becoming false certainty.
Assumptions
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Suggested autonomy, approval gates, and recovery instructions are selected below. Review them before copying.
Outcome / Objective
Start with what should exist when the work is done.
Context
Give the agent the facts it needs.
Job / Scope
Define the work. One task or phase per line.
Constraints / Preserve
Protect the things that already work.
Execution Strategy
Choose how the work should proceed.
Autonomy
Allow routine decisions within the defined scope.
Approval Gates
Require explicit approval before consequential actions.
Return Conditions
Define when the agent should hand control back.
Failure / Recovery
Preserve progress when something goes wrong.
Definition of Done
Make completion objectively checkable.
Resource Strategy
Behavioral guidance, not a prediction of usage.
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