Review Insight Labs
Review Insight Labs
Review Insight Labs
Review Insight Labs

Review Insight Labs

📊Find What’s Breaking Your Product — Before Customers Quietly Leave

“Most founders don’t fail because they ship too slow. They fail because they ship the wrong thing confidently.”
We turn messy customer feedback into a clear decision so you stop guessing, debating, and shipping the wrong fixes.
₹1,499 (Mini) — Up to 250 reviews | ₹3,999 (Starter) — Up to 1,000 reviews • 48-Hour Delivery (SLA Protected)
Mini = validation & quick wins • Starter = roadmap-level insights
Stop guessing from spreadsheets. Get a clear, prioritized Decision Brief that tells you what to fix, what to ignore, and what to ship next.
→See how it works: View Sample Decision Brief

📄 What’s Inside Your Decision Brief?

This is not a summary. It’s a forced prioritization document. Every item included answers one question: “Will ignoring this cost you retention, revenue, or trust?”
Your 2-page PDF will highlight:
  • 🚨 Urgent Fixes: Issues actively causing churn, drop-offs, or revenue loss.
  • 🔇 Ignore List: Noisy requests that feel loud but don’t justify roadmap time.
  • 📈 Double-Down Signals: Features users already value that you should amplify for growth or positioning.
Best suited for early-stage SaaS products, mobile apps, and tools with active user reviews (Play Store, App Store, in-app feedback, or support exports).

Step 1: The Input

📥
Raw Reviews (Messy, Emotional, Repetitive data exports)

Step 2: The Logic

⚙
Pattern Extraction (Frequency × Severity Analysis)

Step 3: The Outcome

🎯
Decision Buckets (Forced prioritization for your roadmap)
Why this works
Most feedback is emotional noise. We strip sentiment, cluster patterns, and rank issues by how much damage they can do if ignored.
🚨 Urgent Fixes
🔇 Ignore List
📈 Double Down
High-churn bugs and UX friction.
Noisy requests that don't scale.
Features your users already love.
Weeks of review reading vs 48 hours of ranked decisions.
Inside the Decision Brief: From Raw Feedback to Action
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The Urgent Crisis (High Priority)
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The Noise Filter (Safe to Ignore)
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The Growth Lever (Double Down)

🛡️ Data Security & "Zero-Trace" Policy

We analyze feedback, not personal data.
  • Privacy by Design: Only review text is needed.
  • Auto-Delete: All data is permanently deleted 30 days after delivery.
  • Your Control: For your privacy, please remove customer emails/names before upload.

🛠️ How It Works (The 3-Step Sprint)

  1. Submit Your Data
      2. Fill out the Intake Form. Upload CSV, Excel, or Google Sheets. Messy data is fine. No cleaning required. Inconsistent wording, typos, mixed sentiment, and duplicate complaints are expected—and factored into prioritization.
  1. Upload & Instant UPI Pay Upload your file and select your tier. Scan the UPI QR code immediately after uploading to lock in your slot. I verify the review count manually—if there’s a mismatch, I’ll ping you before starting.
  1. Receive Your Action Plan
      2. PDF delivered straight to your inbox. Delivery is SLA-backed. If timelines are breached, refunds apply automatically. No chasing. No emails.

📊 Why Founders Choose The Lab

THE OLD WAY
THE LAB WAY
Guessing based on "loud" users
Forced Prioritization
2 weeks of manual reading/sorting
48-Hour Delivery (SLA Backed)
₹60k+ Engineering & Founder waste
₹1,499 / ₹3,999 Flat Fee
Shipping "Nice-to-Haves"
Fixing what causes Churn

🚀 Start Your Analysis

Ready to make your next product decision with confidence?
This is not a summary. It’s forced prioritization based on frequency × severity. Turn messy customer feedback into a clear, prioritized action plan—delivered in 48 hours.
→ 🎯 UPLOAD NOW → GET ROADMAP (2 min)↗
We do not use your data to train AI models.

❓ FAQ

1. Is this just AI?
No. This is a controlled, multi-step analysis system designed to produce decision-grade output—not raw summaries.
2. Will this look like ChatGPT output?
No. Generic tools produce summaries. Our service delivers decision-oriented, founder-ready insights prioritized by frequency, severity, and revenue impact.
3. Why should I trust a new provider?
You aren’t paying for a brand name; you’re paying for a structured process that extracts signals from raw data and turns them into actionable decisions — without you building the analytical infrastructure.
4. Can I submit multiple reviews in one row?
Yes, but it’s strongly discouraged. Each row should represent one user review:
  • Merging multiple comments into one row reduces accuracy.
  • The system calculates priority and churn risk based on frequency; merging 10 reviews into one row counts as a single complaint.
More Questions? → Read Full FAQs

👨‍💻 About the Lab

Built by Siddhant Jain
Review Insight Labs exists to solve one problem: founders drowning in feedback but starving for decisions.
This lab runs a fixed, repeatable analysis system designed to force prioritization from noisy, real-world customer feedback.
Review Insight Labs was built after seeing early-stage founders waste weeks manually sorting reviews with no clear decisions.
This lab focuses on one thing: turning raw customer feedback into clear product priorities — without the cost, delay, or overhead of consulting firms.
It’s a focused, solo operation designed for founders who value speed, clarity, and evidence over slides and opinions.
Email : reviewinsightlabs@proton.me Encrypted & Privacy-First Communication.
100 Reviews → 1 Decision Brief — Example
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