Extract Amazon product reviews—ratings, text, verification, helpful votes—from product URLs or ASINs on any marketplace, with an optional photos/videos-only mode
Sample
Here's a sample of 12 real Amazon reviews spanning both modes and three marketplaces — including a German review, a Spanish-language review, and photo/video reviews with full-size media — showing the exact schema and results you can expect.
| # | Review Title | Review Text | Rating | Posted | Reviewer | Reviewer URL | Verified Purchase | Amazon Vine | Helpful Votes | Language | Variant | Variant ASIN | Images | Videos | Media Type | Review URL | Review ID | ASIN | Country | Product Title | Product Rating | Product Ratings (Total) | Product Reviews (Total) | Five Star % | Four Star % | Three Star % | Two Star % | One Star % | Product Category |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Best phone on US market today | Absolutely love it! | 5 | 2026-06-10 | Alex | true | false | 0 | — | — | — | — | — | R2O3OW1YFY1FD | B0G4SW3XXP | United States | Samsung Galaxy S26 Ultra, Unlocked Android Smartphone, 512GB, Privacy Display, Galaxy AI, AI Camera, Super Fast Charging 3.0, Durable Battery, 2026, US 1 Year Warranty, Black | 4.7 | 1,401 | 534 | 87 | 6 | 2 | 2 | 3 | — | |||
2 | Wierd camera | Camera does not work the way it should | 2 | 2026-06-09 | R. Wagner | true | false | 0 | — | — | — | — | — | R2SOUS4VMZAGQG | B0G4SW3XXP | United States | Samsung Galaxy S26 Ultra, Unlocked Android Smartphone, 512GB, Privacy Display, Galaxy AI, AI Camera, Super Fast Charging 3.0, Durable Battery, 2026, US 1 Year Warranty, Black | 4.7 | 1,401 | 534 | 87 | 6 | 2 | 2 | 3 | — | |||
3 | Computer Science | The book, Theory of Parsing, Translation and Compiling, by Alfred V. Aho, and Jeffrey D. Ullman, is intended for a senior or graduate course in compiling theory. It is a theoretical treatment of a practical computer science subject. Since computer science is an ever changing area of study, this book emphasizes ideas, rather than specific application details. The algorithms and concepts presented in the book should survive to new generations of computer technology, programs and systems. Numerous examples are given, with specific context, rather than on the large complicated contexts normally found in implementations, even in cases where the theoretical ideas are difficult to understand in isolation. | 5 | 2008-09-26 | Carlos Jorge | false | false | 6 | — | — | — | — | — | R1FLDZWZW5728L | 0139145567 | United States | The Theory of Parsing, Translation, and Compiling (Volume I: Parsing) | 4.4 | 8 | 6 | 79 | 0 | 0 | 21 | 0 | — | |||
4 | Buen celu | Buen celu | 5 | 2026-06-09 | Luciano Torres | false | false | 0 | es | — | — | — | — | R2BNGUN87MWSF6 | B0G4SW3XXP | United States | Samsung Galaxy S26 Ultra, Unlocked Android Smartphone, 512GB, Privacy Display, Galaxy AI, AI Camera, Super Fast Charging 3.0, Durable Battery, 2026, US 1 Year Warranty, Black | 4.7 | 1,401 | 534 | 87 | 6 | 2 | 2 | 3 | — | |||
5 | Nice | Good working | 5 | 2026-06-10 | Nasheeda k | true | false | 0 | — | — | — | — | — | R2WRWZN6ZUX1HG | B09N3ZNHTY | India | Boat Airdopes 141/8, Low Latency, ENx Tech, 42HRS Battery, Fast Charge, Stream Ad Free Music via App Support, Bluetooth Earbuds, TWS Ear Buds Wireless Earphones with mic -(Bold Black) | 3.9 | 89,626 | 10,000 | 50 | 22 | 10 | 4 | 14 | — | |||
6 | Ist es das Geld wert? | Dieses Gerät gefällt mir überhaupt gar nicht ist nicht meins | 2 | 2026-06-12 | Amazon Kunde | true | false | 0 | — | — | — | IMAGE | R3L02KV5I9ZKVX | B09B8X9RGM | Germany | Echo Dot (Neueste Generation) | Smarter WLAN- und Bluetooth-Lautsprecher und gigantischem, sattem Klang | Anthrazit, mit Alexa+ Early Access | 4.6 | 188,360 | 10,000 | 77 | 16 | 4 | 1 | 2 | — | ||||
7 | Bhut kharab h | Mt Lana bhut kharab h bhut hi jada jada se jada 1 Mahina chalega uske baad khrab ho jaata h sab kuch na jaldi connect hota Hai aur off bhi nhi thoda Mera taraf se to bilkul kharab product hai | 1 | 2026-06-09 | NISHIKANT | false | false | 0 | id | — | — | IMAGE | R32UNHHY436US5 | B09N3ZNHTY | India | Boat Airdopes 141/8, Low Latency, ENx Tech, 42HRS Battery, Fast Charge, Stream Ad Free Music via App Support, Bluetooth Earbuds, TWS Ear Buds Wireless Earphones with mic -(Bold Black) | 3.9 | 89,626 | 10,000 | 50 | 22 | 10 | 4 | 14 | — | ||||
8 | Uplifting and encouraging! | Excellent read!!! | 5 | 2026-06-10 | Rachelpslc | true | false | 0 | — | — | — | — | — | R160DB69YPEMB0 | 0735211299 | United States | Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones | 4.8 | 148,473 | 10,000 | 84 | 13 | 3 | 0 | 0 | — | |||
9 | 100% recommended, excellent product. | Here is a short review:
Review:
CeraVe's moisturizing cream is excellent for dry skin. It hydrates deeply without leaving a greasy feeling and helps keep the skin soft throughout the day. Very good quality. | 5 | 2026-04-15 | Yasmin | true | false | 0 | en | — | B087GNBPXT | — | VIDEO | R1AJQXAC82WH3G | B00TTD9BRC | United States | — | — | — | — | — | — | — | — | — | Beauty & Personal Care > Skin Care > Face > Creams & Moisturizers > Face Moisturizers | |||
10 | Really really really good.***Update*** | I am a rare duck in the tech space as I really don't have a preference between Android and iOS. I have traditionally carried an Android phone and used Apple tablets and laptops. I just honestly find Samsung's innovation in hardware more intriguing. That said, I recently bought a new iPhone 15 Pro for a second phone to leave in my house and saw these new Airpods on sale, so I scooped them. The move to USBC convinced me I need to try both. I have used darn near every credible earbud that has come to market in the last four years. Sony, Bose, B&W, Anker, Apple, Beats, Sennheiser, and many others. I have been chasing the perfect set. I think I found them here or, at the very least, found the closest thing there is to perfection. Here are my thoughts on the new Airpods Pro2:
Sound: This is the one area that they don't win hands down, but they sound great. Many of my buds feature larger more well tuned drivers. Some even have dual drivers. Many have the option to upscale to more lossless sound by using AptX. None of that is here, but what Apple has done with sound is commendable. There is good separation between the highs, mids, and lows. Unlike previous Airpods, these things bring a very solid low end that can rumble a bit. I am not an audiophile, but these sound really good. I still think that the new Sony buds and Sennheiser buds are better but it isn't a landslide. Apple has nailed it with active noise cancelling here as well. While the Bose Quiet Comfort buds are still the GOAT for me, these are at least as good as the runner up from Sony. These block out all but the most sudden noises. Really good all around.
Call quality: These are easily the best there is for calls. It really isn't close. They do an unbelievable job of masking background noise so folks on the other end can hear you. I was on a call with a friend who was using them as well and his son was in the background gaming. He was yelling at the game and, occasionally when he spoke, I could pick up on it a bit, but only when he spoke. The processing here is just so good.
Form Factor: I hate stem style buds generally, but these are solid. They are light and have real balance in the ear. I think because the Pro's have silicone tips they just work better for me. The squeeze functionality makes these so accurate to use when compared to others that rely on tapping and the swipe volume control is really outstanding. For my ears, and this is subjective for sure, these are all day comfortable. You get a solid IP54 water and dust resistance, so these will hold up well in the gym.
Battery Life: These are average in this space when compared with their peers. I am getting about five hours on bud. You get another three to four charges from the case. Many others are better here, but I find battery life to be perfectly acceptable for everyday use.
Intangibles: There are almost too many things to mention here. First, the case is, as always, the best in the business. It is tiny, solid, packs a great battery, and has the most satisfying magnetic click when closing. I love the spatial audio. It is gimmicky but really fun when it is executed properly during a show or movie. The speech detection is amazing. As is the easy pairing and use on the iPhone. Find my buds is the BOMB. There is so much more that I will update later. These are very well thought out.
Conclusion: For me, Apple has crushed it here. Having FINALLY moved to USBC (even if it took the EU to force them) makes all Apple things so much better. These buds might not be the best at much, but they are very good at everything. I can honestly say that these are the best buds on the market. Will I use others for different occasions? Yes, but I doubt that as long as I have an iPhone, I will use many of them often. Buy these now with complete and total confidence. Wow Apple, just wow! Well done!
***Update*** So, I am three weeks in with these and I have a couple of other thoughts I should add. First, the thing that jumps off the page to me is the speaker built into the case. I have owned dozens of buds and this is a first to me. It is awesome. The case chimes when the buds are properly returned to the case. You get a low battery notification and it is also used to “find my AirPods.” It is simply brilliant and an example of how thoughtful some of Apple’s designs are. The case is simply next level and that means more than most people think since you interact with it regularly. The other thing that stands out is how much customization there is and how intuitive it is to set up in your settings. Sony offers similar customization and, in some ways more, but it takes a lot more work. Like I said, there are better options for a lot of things, but the polish and attention to detail here from Apple make these a clear winner overall. If you are on the fence, don’t be. I will update with anything else but these are easily the best all around buds on the market. Buy with confidence | 5 | 2023-10-25 | HJeffK | true | false | 0 | en | — | B0CHWRXH8B | — | IMAGE | R1PQX3FG6BD7WJ | B0CHWRXH8B | United States | — | — | — | — | — | — | — | — | — | — | |||
11 | Nothing | It's fine for normal calls but when I'm driving the noise is too loud so the call is cut off and the other person can hear the words cut off. | 3 | 2026-06-10 | Bapi Mondal | true | false | 0 | — | — | — | — | — | R2BKXTTKS1VB4M | B09N3ZNHTY | India | Boat Airdopes 141/8, Low Latency, ENx Tech, 42HRS Battery, Fast Charge, Stream Ad Free Music via App Support, Bluetooth Earbuds, TWS Ear Buds Wireless Earphones with mic -(Bold Black) | 3.9 | 89,626 | 10,000 | 50 | 22 | 10 | 4 | 14 | — | |||
12 | REFUND TOOK 30 DAY'S | The phone was fine the S Pen wasn't working so I returned it. It took almost 30 days before I got my refund back. It took forever to get a real person to talk with to find out why this was taking so long. So it's not the phone it's the seller. That's just not necessary to take that long the phone was in perfect condition. | 1 | 2026-06-06 | JOVI GIRL | true | false | 1 | — | — | — | — | — | RHJMRV59IX878 | B0G4SW3XXP | United States | Samsung Galaxy S26 Ultra, Unlocked Android Smartphone, 512GB, Privacy Display, Galaxy AI, AI Camera, Super Fast Charging 3.0, Durable Battery, 2026, US 1 Year Warranty, Black | 4.7 | 1,401 | 534 | 87 | 6 | 2 | 2 | 3 | — |
Playground
Advanced parameters are collapsed below.
curl -X POST https://api.mindcase.co/api/v1/agents/amazon/reviews/run \
-H "Authorization: Bearer mk_live_YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"params": {
"urls": [],
"marketplace": "",
"maxResults": null
}
}'Overview
Amazon Reviews extracts customer reviews directly from product pages. It returns specific fields including Review Title, Review Text, Rating, Amazon Vine, and Verified Purchase status.
Product managers use Amazon Reviews to identify feature gaps in competitor products. E-commerce analysts monitor sentiment trends to adjust pricing or marketing strategies based on customer feedback.
Cost
$0.50 per 1,000 reviews. Each row returned counts as one review. The total row count is calculated by multiplying the number of product URLs by the maximum reviews requested per URL. Failed runs don't count.
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Examples
A few common ways teams put Amazon Reviews to work — copy a prompt below to try it yourself.
Pull customer feedback for a specific product to surface the common complaints, feature requests, and praise driving its rating.
Compare customer satisfaction across competing products in the same category to find positioning wins and weak spots.
Search for specific terms inside reviews to find mentions of technical issues, missing features, or use-case fit.
Filter for low-rated entries to track emerging quality control problems for a specific brand or product line.
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