Disclosure: Some links on this page are affiliate links. They never change the order of our ranking, and spots labeled Sponsored are paid and sit outside it. How we rank
Quick answer
Our top picks for Amazon review scrapers & APIs are Bright Data, Apify and Outscraper. They lead on results, clear pricing and verified reviews. Compare budgets, pricing models and specialties in the table below to find the right fit.
$99 / month Monthly credit plans, pay per successful result
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No matches.Nothing fits that budget and specialty. Try a higher budget or “All”.
“Sponsor rank” buys the labeled Sponsored spot at that position above the list. It never changes the editorial order. Ratings are a review-count-weighted average of Clutch, Google and Trustpilot.
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Your company here, above this ranking 2,480 monthly searches for “amazon review scraper”. Labeled as Sponsored, 30 days, live the minute you pay.
Netanya, Israel (offices in NYC and San Francisco)
Our score
88 / 100
Web data provider with a dedicated Amazon Reviews Scraper API and 5,000 free records a month.
Bright Data's Amazon Reviews Scraper API returns review text, ratings, dates, verified-purchase flags and helpful votes in JSON or CSV. Pay-as-you-go is $1.50 per 1K records, Scale is $499/mo with 384K records, and there are 5,000 free records monthly. It says it has 50,000+ customers. Trustpilot shows 4.3 from 1,034 reviews.
Scraping platform whose Amazon Reviews Scraper actor charges from $3 per 1,000 reviews.
Apify hosts ready-made scrapers called actors; its Amazon Reviews Scraper (by Junglee) charges from $3.00 per 1,000 reviews, has about 16K users and a 4.1 rating from 45 users. It returns up to 100 reviews per star rating, so roughly 500 per product. Apify itself rates 4.8 on Trustpilot from 810 reviews.
No-code scraper exporting Amazon reviews to CSV/XLSX, free for the first 500 reviews each month.
Outscraper's Amazon Reviews Scraper takes ASINs or product URLs and exports reviews to CSV or XLSX, or via API. The first 500 reviews each month are free, then $2 per 1,000 up to 5,000 and $1 per 1,000 after that. It lists a Bee Cave, Texas address and shows 4.6 on Trustpilot from 336 reviews.
Scraping API (formerly Smartproxy) whose Amazon templates cover reviews and star ratings.
Decodo, formerly Smartproxy, offers an Amazon scraping API that extracts reviews, star ratings and Q&A alongside product data. Usage pricing starts at $0.15 per 1K requests, with a free entry tier and a 14-day money-back option. It reports 135K+ users and is headquartered in Vilnius. Trustpilot shows 4.2 from 2,113 reviews.
Rainforest API from Traject Data returns Amazon reviews and product data via credit-based plans.
Rainforest API's Amazon Reviews API returns ratings, review text, images, helpful votes and verified-purchase flags across major marketplaces. Plans start at $23/mo for 500 credits (annual billing) and scale to $9,000/mo. Traject Data says it serves 40,000+ organizations and is joining ScraperAPI. Its Trustpilot profile has no reviews yet.
Large proxy and scraping provider with an Amazon Scraper API from $0.50 per 1K results.
Oxylabs' Amazon Scraper API covers listings, prices, ASIN data, sellers, bestsellers and Q&A, priced from $0.50 per 1K results with monthly plans from $30. Its Amazon page does not specifically mention reviews, so confirm review coverage before buying. It offers $5 in welcome credits. Trustpilot shows 3.9 from 773 reviews.
Scraping API with Amazon structured-data endpoints; plans from $49/mo and a free trial.
ScraperAPI handles proxies, retries and rendering and offers structured JSON endpoints for Amazon at 5 credits per request. Plans run from $49/mo (100K credits) to $1,975/mo, with a free trial and 7-day refund policy. It has announced the acquisition of Traject Data (Rainforest API). Trustpilot shows 4.5 from 42 reviews.
Amazon data API with REST, GraphQL and MCP access, including a reviews endpoint and a free tier.
Canopy API offers Amazon product, search and reviews data through REST, GraphQL or an MCP server with one key. It has a free Hobby tier of 100 requests, pay-as-you-go at $0.01 per request, and Premium from $99/mo for 20,000 requests. It says 4,000+ developers use it and lists SharkNinja and Yuka among customers.
No-code web scraper with a free-forever plan and preset Amazon scraper templates.
Octoparse is a no-code scraping tool with a free-forever plan (10 tasks, up to 50K rows exported a month), Standard from $69/mo and Professional at $249/mo on annual billing. Paid plans include 500+ preset templates, including Amazon scrapers, though its pricing page does not say whether a dedicated reviews template exists. Trustpilot shows 4.2 from 98 reviews.
Ecommerce data API covering Amazon reviews, billed only for successful results.
Unwrangle provides ecommerce APIs including a reviews API that supports Amazon marketplaces such as the US, UK, Canada and Germany. Plans run from $99/mo to $999/mo and charge only for successful results. Signup needs no credit card. We found no third-party review data.
Review scrapers and review APIs collect public Amazon reviews for analysis. Brands use them to find common complaints, compare competitors and guide product development. Therefore, data quality matters most: complete text, ratings, dates, variants and verified-purchase flags.
Check how the service handles volume, marketplaces and fresh data, and whether it delivers through an API, exports or a dashboard. In addition, sentiment and topic tagging save hours when you have thousands of reviews to read.
Mistakes to avoid
First, read Amazon’s terms of service and your local laws before scraping; managed APIs and licensed data providers carry less risk. Second, avoid storing reviewers’ personal details you don’t need. Finally, don’t treat star averages as the insight; the specific words customers use are where the value lies.
How to run a fair trial
To begin with, request data for one of your products and two competitors. Then compare a sample against what Amazon shows today. After that, check how quickly new reviews appear in the feed. Consequently, you will know whether the data is complete and current.
How we ranked them
Each tool is scored out of 100: results and case studies (40%), specialty fit (25%), pricing transparency (20%) and verified reviews (15%). The score sets the editorial order. Sponsored spots are sold separately and never change it.
Write down the two or three jobs the tool must do every week, and test those first in the free trial.
Check the integrations you rely on (Amazon, Shopify, TikTok Shop, your email and analytics tools).
Price the plan you will actually need in six months, not the entry plan.
Look at how data gets in and out: exports, API access and what you keep if you cancel.
Read recent reviews for support quality and how often the product ships updates.
FAQs: Best Amazon Review Scrapers & APIs
Which Amazon review scrapers are the best in 2026?
Our current top picks are in the Quick answer at the top of this page. We rank Amazon review scrapers & APIs on results and case studies (40%), specialty fit (25%), pricing transparency (20%) and verified reviews (15%). Sponsored spots are paid, labeled, and never change the editorial order.
How much do Amazon review scrapers cost?
Most Amazon review scrapers & APIs are sold as monthly subscriptions, often with a free plan or trial and higher tiers priced by seats, usage or revenue. The starting price for each tool is in the comparison table above. Check annual-billing discounts and which features sit behind the higher tiers before you commit.
How do you choose between Amazon review scrapers?
Write down the two or three jobs the tool must do every week, and test those first in the free trial. Check the integrations you rely on (Amazon, Shopify, TikTok Shop, your email and analytics tools). Price the plan you will actually need in six months, not the entry plan.
Are there free Amazon review scrapers?
Yes. Several Amazon review scrapers & APIs offer a free plan or a free trial; the Price column shows 'Free plan' where one exists. Free plans usually limit volume or features, so check the limits against your monthly needs.
