Mine competitor reviews for product gaps

ClaudeGPT·✓ tested with real output·▲ 1,290 copies·updated 2026-06-12

review-mining.prompt

I'll paste a batch of customer reviews for a competing product. Analyze them for me.

REVIEWS:
"""
{paste 20-50 reviews, good and bad}
"""

Produce:
1. Top 5 things customers LOVE (with a representative quote each) — these are table stakes I must match.
2. Top 5 complaints (with a quote each) — these are my opening.
3. The 'jobs to be done' — what are people actually trying to accomplish, in their words?
4. Three concrete product or copy decisions I should make based on this.
5. Any recurring phrase customers use that I should put directly in my listing.

fill the variables

This prompt has 1 variable. Pro fills them into a ready-to-paste prompt for you — no manual find-and-replace.

{paste 20-50 reviews, good and bad}

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when to use it

Reviews are the cheapest market research you'll ever get, and section 5 is the hidden gem — the exact phrases real buyers use become your highest-converting listing copy (they search for their own words). Section 2 (complaints) is your product differentiation handed to you for free. Paste a mix of 1-star and 5-star; only-positive or only-negative skews the analysis. Feed the phrases from section 5 into the Amazon bullets prompt.