Skip to content
You commented “ROADMAP”: here it is

Reviews to Roadmap: Product Prioritization Prompt

Paste your customer reviews and get a ranked product roadmap with feature requests, bug patterns, and churn signals sorted by frequency and revenue impact.

Free prompt pack · copy-paste ready · built by the BrainVaultAI team

Your customers are already writing your roadmap, in G2 reviews, App Store ratings, support tickets, and cancellation surveys. Most founders don't read them systematically. This prompt does. Paste any volume of reviews, 10 or 500, and Claude clusters the signal, ranks by frequency and sentiment severity, and outputs a prioritized list of what to build, fix, and kill. Use it quarterly or after any major launch. The churn signals section alone is worth the 5 minutes it takes to run.

Reviews to Roadmap Prompt
Here are customer reviews for my product: [PASTE ALL REVIEWS, include star rating if available] My product: [one sentence on what it does]
Current stage: [beta / launched / scaling]
Team size: [so I know what's feasible] Analyze and output: 1. Feature requests, grouped by theme, ranked by mention frequency. For each: theme name, number of mentions, representative quote, estimated effort (low/medium/high). 2. Bug and reliability complaints, same format. Flag anything mentioned 3+ times as urgent. 3. Praise clusters, what do people love most? What should we double down on and use in marketing? 4. Churn signals, language that signals someone is about to leave or already has. What are the last-straw moments? 5. Roadmap recommendation, top 5 items to prioritize, ranked by (frequency × sentiment severity). For each: what to do, why it moves the needle, and what metric it should improve. 6. One thing to kill, what feature or aspect do customers find confusing or unused?
Feature Validation Prompt
After getting your ranked roadmap from the reviews prompt, validate the top item before building:

"My reviews analysis flagged [FEATURE] as the top priority. Before I build it, help me validate the signal.

1. List the specific phrases from the reviews that drove this ranking. Quote them, do not paraphrase.
2. Is this request coming from a specific customer segment, or is it spread across all reviewers? Tell me who is asking.
3. What is the reviewer actually trying to accomplish? Give me the job they are trying to do, not the feature they requested.
4. Is there a simpler version of this feature I could ship in a week to test the demand before building the full version?
5. What would a reviewer who asked for this say if I showed them a simple workaround that achieves the same outcome without a new feature?
6. Name one feature in this category that a competitor has already shipped. How are reviewers responding to it?

Do not recommend building until I answer question 5."

Want the editable version?

We'll send the editable version of this asset, plus a short series of our highest-leverage AI plays for operators. No spam. Unsubscribe in one click.

Free. No spam. Unsubscribe in one click. By submitting you agree to receive emails from BrainVaultAI.

Go further

Want all 51 founder-grade prompts?

51 production-grade prompts (Operator, Climber, Independent)
Copy-paste ready, no theory
Lifetime updates
Today$47

One-time $47. Instant access. No subscription.

More free AI guides in the full library · follow @brainVaultAI