Amazon Reviews Extractor with AI Summary
Extract Amazon reviews in one click. Analyse with AI, save as CSV/Excel/JSON. No coding needed. This Chrome extension scrapes reviews from any product…
In plain English
This Chrome extension pulls the reviews from an Amazon product page in one click. It uses AI to sum up the pros, cons and what buyers care about, and it saves the reviews as a spreadsheet file. Sellers and researchers pay a subscription for bigger pulls of up to 500 reviews per product. TrustMRR shows about $160 in verified revenue over the last 30 days. The extension does the collecting and summary, while the user decides what to do with it.
~$98 MRR; $156 verified revenue last 30 days (TrustMRR/DodoPayment, Oct 29, 2026)
Operator: sid
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Payments / merchant of record
OpenAI API ↗LLM / vision
Chrome Web Store ↗Extension distribution
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Pick one annoying job inside a popular site or AI tool.
- Ship a focused browser extension that fixes it.
- Freemium with a paid Pro tier.
- Grow through Chrome Web Store search and reviews.
What's automated vs. the human 10%
The machine does
- Core AI generation/analysis
- Billing and onboarding
You still do
- Product quality and support
- Distribution and marketing
- Compliance and edge cases
Overview
Extract Amazon reviews in one click. Analyse with AI, save as CSV/Excel/JSON. No coding needed. This Chrome extension scrapes reviews from any product page, delivers AI-powered summaries of pros, cons, and buyer insights, and pulls up to 500 unique reviews per ASIN with Max Mode. Export to CSV, Excel, or JSON, plus sort, filter, and search before exporting. Built for Amazon sellers, researchers, and e-commerce teams who need clean review data fast.
Operator: sid. Category on TrustMRR: Productivity. Founded: 2026-04-07. Website: https://www.thinktrailstudio.com/amazon-review-extractor-and-ai-summary
Estimated split: about 90% of the work automated, 10% human.
Realistic income
TrustMRR (checked Oct 29, 2026) shows about $98 MRR and $156 in DodoPayment-verified revenue over the last 30 days, $711 verified over its tracked history. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.
Risks
- Host sites can change their pages and break the extension.
- Store policy changes and copycats.
- Startup cost and time to first dollar are not disclosed.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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Featured in: AI Chrome Extension Business Ideas: 19 Verified Extensions and What They Earn
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