Live demo · Extraction tool
AI Review Analyser
Extracts praise, complaints, product issues and feature requests from reviews.
Try it: AI Review Analyser prototype
Add your business name and colour, click around, then reset whenever you like. It runs entirely in your browser with sample data.
What this demo shows
- Paste or edit a document and extract structured data
- Confidence scores and review flags
- Correct and approve
- Checks and summaries
Added in the full build for your business
- OCR for scans and photos
- An AI model tuned to your documents
- Posting to accounting, ATS or CRM
- Review queues and audit logs
Overview
What it does
Extracts praise, complaints, product issues and feature requests from reviews.
Who needs it
Product teams and brands with many reviews.
Problems it solves
- Thousands of reviews unread
- Product issues spotted late
- Feature requests lost
Use cases
- Product teams see the most common complaints by product.
- Feature requests are collected from reviews.
- Praise is surfaced for marketing copy.
Key features
- Common praise
- Complaints and product issues
- Feature requests
Possible integrations
- Shopify, WooCommerce or custom store
- Product catalogue and inventory
- Order and shipping systems
- Payment and fraud signals
- Email and WhatsApp
Business benefits
- Higher conversion and order value
- Cleaner catalogue with less manual work
- Revenue protected from stockouts and fraud
Before and after
An illustrative example of the change, not a specific client's result.
Before
Reviews skimmed occasionally.
After
A weekly summary of what customers love and what to fix.
How we'd build yours
- Step 1
Free strategy call
We learn how your business works and what success looks like.
- Step 2
Scope & prototype
We agree the first version and show you a clickable prototype.
- Step 3
Build & integrate
We build it with your branding, data and the tools you already use.
- Step 4
Launch & train
We test on real devices, launch, and show your team how to use it.
- Step 5
Support & improve
Monthly improvements based on usage and results.
Questions
What does an AI Review Analyser do?
Extracts praise, complaints, product issues and feature requests from reviews. Typical features include common praise, complaints and product issues, feature requests.
Who is it for?
Product teams and brands with many reviews.
Is the demo on this page the finished product?
No. It's a working prototype with sample data so you can try the extraction tool and customise it. The version we build for you uses your own data, branding, logins and integrations.
How long does it take to build?
It depends on the scope. We start with a short discovery, agree the first version (MVP), and give you a fixed timeline and quote before any build starts.
How much does it cost?
Our published monthly plans start at $99/month (Starter). One-off builds like this are quoted after a free strategy call, so you only pay for the features you need.
Is the AI safe to use with customers?
We limit the AI to your approved information, log every conversation or action, add human approval for anything sensitive, and set usage limits. Outputs that affect money, legal, HR or health decisions are reviewed by a qualified person.
Can it connect to the tools I already use?
Usually, yes. Common connections include WhatsApp, email, payments, your CRM. We confirm what's possible for your tools during discovery.
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Want this for your business?
Tell us what you need. You'll get a clear scope, timeline and quote, and a prototype built around your business.