Guides / Amazon reviews with AI

How to get Amazon reviews with AI

By the ProLevelMax team · Updated 2026-10-16

Reading hundreds of Amazon reviews to find out why buyers return a product takes hours. Connected to ProLevelMax, your AI can pull the reviews and ratings of your product or a competitor's and group them for you.

Good forAmazon sellers, product developers, e-commerce and brand teams
PricePer review returned; see the Amazon data page
Works withClaude, ChatGPT, Cursor, Codex and other AI tools that support MCP or Skills

What data you get

Your AI chooses among these sources. Details and live rates are on the Amazon data page.

Swipe to see more columns →

DataWhat it returnsSource ID
Product reviewsCustomer reviews for a product, with star ratings and textprocli_amazon_b
ProductsProduct details, prices and ratings from a search or product linksprocli_amazon_a
Sellers and offersSellers offering a product and their pricesprocli_amazon_c

You get the reviews Amazon shows publicly for that product.

Set it up once

  1. Create an account at prolevelmax.com. New accounts get $1 of free credit, and you don't need a card to sign up.
  2. Connect your AI (Claude, ChatGPT, Cursor, Codex and others). Send it the line set up https://prolevelmax.com/SKILL.md together with your API key, or add https://prolevelmax.com/mcp as an MCP server. Step-by-step setup is in How to give your AI real-time social media data.
  3. Ask in plain words. The AI picks a data source, tells you the price, and runs it only after you agree. Results come back as structured data the AI can sort, count and summarise.

Prompts to copy

Paste one of these into your AI and swap in your product links.

Get up to 300 reviews for this Amazon product: [product link]
Group the 1- to 3-star reviews by problem and rank the problems by how often they appear.
Here are our product and two competitors: [three product links]
Pull the reviews for all three and make a table of what buyers praise and criticise for each.
Search Amazon for "bamboo cutting board" and list the top 20 products with price, rating and number of ratings.

Give a number of reviews. Reviews are billed per review returned, so a number keeps the cost where you expect it.

Price

Amazon sources are billed per result: a rate per review or product returned, plus a per-run fee, with a per-run minimum. Live rates are on the Amazon data page. Your AI shows the price before every run, and you are never charged more than the quote.

Limits

  • Public data only: what anyone can see on the product page without signing in.
  • Only reviews Amazon shows publicly for the product are collected; the number available varies by product and marketplace.
  • Use the product link from the marketplace you care about (amazon.com, amazon.de and so on); reviews differ between marketplaces.

Related

FAQ

Can ChatGPT or Claude read Amazon reviews by themselves?

Not reliably, and not in bulk. They need a data source connected through MCP, a Skill or an API to return a full list of reviews with ratings.

Do I need to be the seller to get a product's reviews?

No. Any product's public reviews can be fetched, including competitors' products.

How much do Amazon reviews cost?

They are billed per review returned, plus a per-run fee. The live rate is on the Amazon data page, and the AI quotes the price before every run.

Sign up and get $1 of free credit. No card needed to sign up. Pay per use, no subscription. Top up by card or Alipay.

Get started free