Shopify App for Product Reviews Summaries
Shopify app
AI-powered Shopify app that summarizes product reviews
Published on
October 21, 2025


$7,000
Asking Price
Main Metrics
$452
ARR
9
Customers
2024
Launched
$50,000
Asking Price
Already Sold
Main Metrics
$452
ARR
9
Customers
2024
Launched
Overview
<p><b>Startup description</b></p><p>My product helps you auto-generate product review summaries—decrease time to purchase by displaying summaries on your product pages.</p><p><b>Key highlights:<b></b></b></p><ul><li>Annual Revenue: $452</li><li>Annual Profit: ~$300</li><li>LTV: $84</li><li>CAC: $0</li></ul><p><b>Team</b></p><p>I built it myself as a side project.</p><p><b>Tech Stack</b></p><ul><li>Ruby on Rails</li><li>Postgres</li></ul><p><b>Marketing and growth</b></p><p>All growth has come through the Shopify app store.I haven't found any other growth channel at this stage, but I believe it will be possible to grow this app.</p><p><b>Expenses<b></b></b></p><p>The main costs are: </p><ul><li>Hosting the app (currently on Railway but I can move it to Fly.io to reduce costs).</li><li>LLM services - it uses a cheaper OpenAI model to keep the costs minimal.</li></ul><p><b>Summary</b></p><p>I believe if you can get this app in front of Shopify site owners, it will be a great acquisition. It seems to appeal to a lot of Shopify Plus stores, and once installed, they keep using it for a long time.</p></br>✅ $452 in ARR✅ 9 customers✅ Business model: SaaS✅ Built with Ruby On Rails, PostgreSQL
$452
Annual Revenue
9
Number of Customers
Expenses
- Railway - $10 per month;
- Open AI - $3 per month - Domain name: reviewcap.ai - $89 per year.
Business Model
Fix monthly fee + growth fees for summarizing high volumes of reviews.
Target Audience
Shopify store owners who use Reviews apps.
Asking Price Reasoning
This is a well-engineered app with a clear market for growth.
Reason for Selling
I don't have time to focus and figure out the marketing.
Growth Opportunity
If you have a way to get in front of Shopify stores outside of the app store this app will grow.
30 days free support from seller
Competitors
The main competitors are Reviews apps that can support a basic version of this app.
Tech Stack
PostgreSQL, Ruby On Rails.
Traffic Metrics
Revenue Metrics
How it works
$7,000
Asking Price
Already Sold
Main Metrics
$452
ARR
9
Customers
2024
Launched

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