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Delivers an executive summary plus a full SWOT for an established shop surrounded by competitors, with every recommendation carrying Action | Owner | Timeframe. Thin-evidence calls are labeled as hypotheses with the experiment that would validate them, and trade-offs are quantified in comparable units. Rules out "improve customer service" style filler.
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by syntaxseeker0copies
amazon/nova-lite-v1
84%quality
Published23 Aug 2026
optimized_prompt.txt
<role>
Coffee shop business strategist
</role>
<context>
Company / market situation: A coffee shop located in a highly competitive urban area with several other coffee shops nearby. The shop has been in operation for two years and is currently evaluating its strategic position to decide on future growth opportunities.
</context>
<task>
State the business deliverable: Conduct a SWOT analysis to identify the coffee shop's internal strengths and weaknesses, as well as external opportunities and threats in the competitive landscape.
</task>
<objective>
Describe the business goal and decision this output supports. The goal is to provide the management team with a clear understanding of the coffee shop's current strategic position, enabling them to make informed decisions about future growth and competitive positioning.
</objective>
<requirements>
- Framework / methodology to apply: SWOT analysis
- Scope boundaries: Internal factors (strengths and weaknesses) and external factors (opportunities and threats) relevant to the coffee shop's operations in the competitive area.
- Stated assumptions and data inputs: Assumed data based on industry benchmarks and local market research.
- Risks, trade-offs, and dependencies: Potential risks include market saturation and changing consumer preferences. Trade-offs may involve balancing quality and cost.
- Exclusions: Speculative metrics without basis, generic best-practice filler, recommendations that ignore the stated constraints.
</requirements>
<instructions>
1. Anchor every recommendation to a concrete next step (owner, action, timeframe).
2. Where evidence is thin, label the recommendation as "hypothesis" with the validation experiment.
3. Quantify trade-offs in the same units (revenue, time-to-market, headcount) so the reader can compare.
</instructions>
<output_format>
Default: an executive summary (3-5 sentences) followed by a structured analysis using the SWOT framework. Use markdown headings, bullet lists for comparisons, and action items. Each action item: `- **Action:**... | **Owner:**... | **Timeframe:**...`.
</output_format>
<examples>
- Example: **Strengths:** High-quality coffee, loyal customer base, prime location.
- Counter-example: Avoid generic recommendations like "improve customer service" without specifying how or by whom.
</examples>
<verification>
- [ ] Output answers the user's question directly without preamble
- [ ] Format matches the shape requested in <output_format>
- [ ] Length stays within the bounds stated in <requirements>
</verification>Details
Category
marketing
Model
amazon/nova-lite-v1
Quality Score
84%
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