Turn your product reviews into fixes, selling points and a better listing.

ReviewKiln reads the reviews you export or paste — your own and your competitors' — and shows you what buyers complain about, what they love, and how to rewrite your title, bullets and description around it.

Upload a CSV or paste text. We never scrape marketplaces. Works with reviews from Amazon, Shopify review apps and more.

The problem

You have hundreds of reviews and no time to read them. The 1-star ones say “bad quality” — but is it the zipper, the smell or the sizing? Your bullets list what you think matters, not what buyers actually praise. And all-in-one seller suites charge for dozens of tools when you only need this one.

Features

Complaint & defect clusters

Every negative mention grouped into clear themes — “lid cracks after a few weeks”, “runs small”, “instructions missing” — with share of reviews, severity, and the exact quotes behind each theme. Send it straight to your supplier.

Praised selling points

See what happy buyers repeat in their own words. Lead your listing with the benefits customers actually notice.

Buyer language

A list of the phrases customers use to describe your product, ready for copy and keyword ideas.

Competitor comparison

Add reviews for up to five competing products. Get a side-by-side matrix: where you win, where they win, shared pain points, and gaps you can own.

AI listing drafts

Generate a new title, five bullets and a description based on the insights — in Amazon or Shopify style, with character counts and a check for risky claims. You stay in control: edit, regenerate, copy.

Exports

Download reports as Markdown or PDF (paid plans) to share with your team, your agency or your factory.

Coming later: MCP endpoint

Plug ReviewKiln into AI assistants that support the Model Context Protocol and run analyses from your own workflow. (Planned add-on — not yet available.)

How it works

  1. Bring your reviews. Upload a CSV export (from your seller tools or review apps like Judge.me, Loox, Yotpo or Okendo) or paste reviews as text. We map the columns for you.
  2. Get your report. In a few minutes you see complaint clusters, praised features, buyer language and recommended fixes — each backed by real quotes.
  3. Compare and rewrite. Add competitor reviews, then generate listing drafts you can edit and copy into your store.

ReviewKiln only analyzes data you provide. Please make sure you have the right to use any reviews you upload.

Why ReviewKiln

Does one thing well

No keyword databases, no ad tools, no bloat — just review insights and listing drafts.

Priced for small brands

Plans start at $19/month. For reference, Helium 10's Platinum plan is listed at $129/month billed monthly (as of October 2026; it includes many other tools).

No scraping

Your data comes from your own exports, which keeps things simple and respectful of marketplace rules.

Private by default

Raw uploads are deleted after 30 days. We don't sell your data or use it to train AI models.

Cancel anytime, in the app

No emails, no calls.

Pricing

Billed in USD. Annual plans get 2 months free.

FreeStarterGrowthPro
Price (monthly)$0$19/mo$49/mo$99/mo
Price (annual)—$190/yr$490/yr$990/yr
Active products (ASINs/SKUs)152060
Reviews analyzed per month200 (one-time)2,00010,00030,000
Complaint & praise clusters✓✓✓✓
Competitor comparison—1 per product3 per product5 per product
Listing drafts per month120100300 (fair use)
ExportsMarkdownMarkdown + PDF+ CSV+ white-label PDF
Trend history across uploads——✓✓
Team seats1113
MCP / API early access———✓ (when launched)
Join waitlistChoose StarterChoose GrowthChoose Pro

FAQ

Do you scrape Amazon or other marketplaces?

No. ReviewKiln only analyzes reviews you upload as a CSV or paste as text. We don't provide scraping tools or browser extensions that collect data from marketplaces.

Where do I get my reviews?

Most Shopify review apps (Judge.me, Loox, Yotpo, Okendo and others) offer a CSV export. For marketplaces, use the data available to you as a seller or copy review text you are allowed to use. Our help center has step-by-step guides.

Can I analyze competitor reviews?

Yes — paste or upload competitor reviews you have obtained in a way that complies with the relevant platform's terms, and ReviewKiln builds a comparison.

Which languages are supported?

Reviews in English, German, French, Spanish and Italian can be analyzed. Reports and listing drafts are in English for now.

Is ReviewKiln affiliated with Amazon, Shopify or Helium 10?

No. ReviewKiln is an independent product. Amazon, Shopify and Helium 10 are trademarks of their respective owners and are mentioned only to describe compatibility or for price comparison.

Will the AI listing drafts improve my sales?

We can't promise any specific result. Drafts are suggestions based on your reviews; always review them and make sure they follow the rules of the platform you sell on.

What happens to my data?

Uploaded files are stored encrypted and deleted automatically after 30 days. Reports stay in your account until you delete them. Reviews are processed by our AI providers only to generate your results, under terms that do not allow them to train on your data. We never sell your data. Details are in our Privacy Policy.

How do I cancel?

Go to Settings → Billing → Cancel subscription. It takes a few seconds and you keep access until the end of your billing period.

Can I get a refund?

Yes. If you're not happy, contact us within 14 days of your first payment for a full refund. See the Refund Policy.

Who processes payments?

Creem acts as our Merchant of Record and reseller. Your receipt and any taxes come from Creem.

Do you offer an API?

A paid MCP/API endpoint is on our roadmap. Pro subscribers will get early access when it launches.

How do I contact you?

Email support@withchandra.com. We reply within 2 business days.

See what your reviews are really saying.

Paste up to 200 reviews and get a full report for free. No credit card needed.

Join waitlist