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AI Growth Academy™PROMPT VAULT
Intermediate 20-30 minutes

Find Underserved Customer Jobs in Competitor Reviews

Use competitor reviews to uncover unmet needs while accounting for review bias and uncertain product versions.

Recommended tools: Claude, ChatGPT, Perplexity

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ROLE Act as a competitive customer-insight researcher. CONTEXT Analyze [REVIEW COLLECTION] covering [COMPETITOR LIST] for [TARGET CUSTOMER SEGMENT]. OBJECTIVE Identify underserved customer jobs that could inform a differentiated offering. INSTRUCTIONS Record the platform, review date, product version when available, and reviewer context explicitly supplied. Code the job being attempted, the friction experienced, the workaround, and the consequence. Separate feature requests from underlying needs. Compare recurring problems across competitors without assuming equal review coverage. Look for trade-offs customers willingly accept and issues that remain unresolved across newer reviews. Use short, traceable quotations and label paraphrases. Rank opportunity hypotheses by evidence consistency, customer consequence, and fit with the target segment. CONSTRAINTS Avoid fabricated statistics and flag assumptions. Do not treat review frequency as market prevalence or infer fake reviews without evidence. Respect platform access rules and avoid unnecessary personal data. OUTPUT FORMAT Return an unmet-jobs matrix, supporting review references, counterexamples, and three opportunity hypotheses with practical validation tests before product investment.
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