Read what customers say about a product or a company, yours or a competitor's: average rating, review count, share per star, the newest reviews, and the complaint and praise themes in them. Works on shops using Judge.me, Yotpo, Okendo, Loox or Stamped, on Amazon listings (on amazon.com, the rating and the share per star only), and on businesses on Trustpilot. As a watchlist, it reports new reviews, rating moves and count jumps on products and Trustpilot businesses.
Try asking
- What do customers complain about on this product?
- Compare the reviews of my product and these two competitors'
- Tell me every morning about new reviews on my products, and flag anything under 3 stars
What you get
- Average rating, review count and share per star
- The newest reviews with rating, title, text and date
- Complaint and praise themes
- As a watchlist: new reviews, rating moves and count jumps
What it costs
Above $0.05 for one request, or before anything recurring, Claude gives one estimate and waits for your yes; smaller reads just run. Figures are at Bronze, Apify's paid-plan price; lower on Silver and Gold. From 7 November 2026, reads through the data providers (eBay, Etsy, Walmart, Target, Best Buy, Home Depot, Lowe's, Trustpilot, Meta and TikTok ads) cost about twice as much on Apify's free plan, and TikTok Shop product rows and store-technology lookups about one and a half times; Claude quotes both prices when they differ. Every per-result price is on the pricing page.
| Job | Typical cost |
|---|---|
| A shop product with 20 reviews | about $0.013 |
| An Amazon listing outside the US (its 8 to 13 top reviews) | about $0.01 |
| An amazon.com (US) listing: the rating and the share per star only | $0.003 |
| A Trustpilot business with 20 reviews | about $0.076 |
| Watchlist, 20 products, daily | about $1.00 a month (first run about $0.27) |
| Watchlist, one Trustpilot business, daily | about $0.56 a month |
Limits
- Not read: shops using other review apps
- Trustpilot is read up to 4 businesses at a time (about 2 to 3 minutes a business); a watchlist checks each business's newest 5 reviews per run
- Amazon's full review list needs a sign-in. amazon.com (US) shows no review text signed out, so a US listing gives the rating and the share per star only; other Amazon sites also give their 8 to 13 top reviews
- Themes come from keyword and phrase matching, not AI
As a watch
Ask for it on a schedule and Claude saves it as a watch in your Apify account, with a maximum cost per run. It shows the monthly cost and waits for your yes before saving. The first run records a starting point; changes are reported from the next one. See how watches work.
Technical details
What it runs
Reviews Monitor, Watch Digest. These are CleanPull's actors on the Apify Store: the programs that read the sites. Every run happens in your own Apify account and is billed there at the actor's Store price. A saved watch is an Apify task and schedule named cw-…, with a maximum cost per run (maxRunCostUsd) in its input.
Your data
- Review text is public text from the shop, Amazon or Trustpilot
- Trustpilot reviews come from CleanPull's marketplace data provider (Bright Data), which receives the business's domain
- Reviewer names are off by default