Explore tools
Create & Convert Free preview

Review-to-Revenue Miner

Your customers already wrote your best ads. Find them.

Paste your reviews. See what customers love and hate by theme, then get headlines, hooks and product-page copy built from their exact words.

Run free preview How it works
Time to result
Under 1 min
You need
10+ customer reviews
You get
Themes, phrases, ad hooks

Free preview

Run Review-to-Revenue Miner

More reviews = better themes. 20–500 works well.

Free preview runs in your browser. Nothing is uploaded.

Your report appears here

Fill in the form or press Load example to see a full sample preview.

  • Sentiment overview
  • Theme table with praise vs complaints
  • Top customer praise and complaint phrases
  • Ad headlines and hooks in customer language
  • Product page bullet rewrite
  • FAQ additions that answer objections
  • Fix roadmap ranked by frequency × negativity

Full Review-to-Revenue Miner report

$19 ≈ AED 70 · one-time · no subscription

  • Ad headlines and hooks in customer language
  • Product page bullet rewrite
  • FAQ additions that answer objections
  • Fix roadmap ranked by frequency × negativity

To build the full report, the inputs you just used are sent securely to ZorentiQ and deleted after 30 days.Your report stays available to reopen and download for 90 days from payment, then it is deleted, so download a copy if you need it longer. Payment is handled by Dodo Payments; we never see your card details.

The problem

Why this matters

Reviews are the most honest market research most brands own, but they sit unread in an app or a spreadsheet. The words customers use to describe why they bought — and why they were disappointed — are exactly the words that convert new buyers. Without a way to sort them, teams write copy from guesswork and miss the complaints quietly driving returns.

The tool

What Review-to-Revenue Miner does

Review-to-Revenue Miner scores the sentiment of each review, groups comments into themes such as quality, value, delivery and ease of use, and pulls out the short phrases customers repeat. It then turns the praise into ad headlines, hooks and product-page bullets, turns the objections into FAQ answers, and ranks the complaints you should fix first by how often and how strongly they appear.

What you get

What you walk away with

Sentiment overview across all reviews

Themes customers mention, with praise vs complaint split

Real customer phrases ready to use in ads

Ad headlines, hooks and product-page bullets in customer language

A fix roadmap ranked by frequency and severity

Free preview $0

  • Sentiment overview
  • Theme table with praise vs complaints
  • Top customer praise and complaint phrases

Full report $19 ≈ AED 70 · one-time · launching soon

  • Ad headlines and hooks in customer language
  • Product page bullet rewrite
  • FAQ additions that answer objections
  • Fix roadmap ranked by frequency × negativity
How it works

How Review-to-Revenue Miner works

  1. 01

    Paste reviews

    Export reviews from your store, Amazon or a review app and paste them in, one per line.

  2. 02

    Themes are scored

    Each review is scored for sentiment and tagged by theme.

  3. 03

    Phrases are extracted

    Short, specific customer phrases are pulled out for praise and complaints.

  4. 04

    Turn them into copy

    Get headlines, hooks, bullets, FAQs and a ranked fix list.

FAQ

Review-to-Revenue Miner questions

How many reviews do I need?

It works with as few as 10, but themes become reliable from around 30 upward. Mixing positive and negative reviews gives the most useful result.

Where do I get my reviews?

Export them from your ecommerce platform or review app as CSV and copy the review text column, or copy them from Amazon, Google or Trustpilot pages you manage.

How is sentiment scored?

Each review is scored with a word-level sentiment lexicon that handles simple negation such as "not good". It is fast and transparent, but sarcasm and mixed reviews can be misread, so treat scores as directional.

Why add competitor reviews?

Competitor complaints show what buyers in your category are frustrated by. Where your reviews praise the same thing competitors are criticised for, you have a proven angle to lead your ads with.

Are my reviews stored?

Not for free previews: the preview runs entirely in your browser, so your reviews are not sent to our servers. If you buy the full report, your inputs are sent securely to our server to generate it, then deleted after 30 days. The finished report stays available to reopen and download for 90 days from payment, then it is deleted too.

Last updated October 1, 2026

Related

Tools that pair well

Live

UGC Ad Script Generator

Scroll-stopping hooks and shot-by-shot UGC ad scripts, timed to your platform and length.

  • Five scroll-stopping hooks matched to your audience and pain point
  • A complete timed script: visuals, voiceover and on-screen text per beat
Create & ConvertOpen tool
Live

Ecommerce Returns Profit Analyzer

Put a real number on what returns cost you — and model the policy changes that cut it.

  • True cost per return, per month and per year
  • Profit impact of returns on your gross margin
Protect MarginOpen tool
Live

Ad ROAS Doctor

Find your true break-even ROAS and exactly which lever turns ad spend into profit.

  • Your true break-even ROAS and maximum profitable CPA
  • Monthly profit or loss your ads are actually producing
Protect MarginOpen tool

Run Review-to-Revenue Miner now

Free preview, no signup, results in minutes.

Start free preview