Amazon India Reviews Scraper

Collect public Amazon.in customer reviews from product or review URLs. Each saved row combines review content, rating, reviewer identity and public profile link, date and country, verified-purchase status, helpful votes, attached images, and product-level rating context when Amazon publishes it.

Get started

1. Open the Actor Store page and select Try for free or open the Input tab.
2. Add one or more Amazon.in product or customer-review URLs to productUrls; the Actor extracts the ASIN and requests the public review pages.
3. Set maxReviewsPerProduct and maxPages to the depth you need; the defaults keep 10 reviews from up to 5 review pages per product.
4. Start the Actor, open the dataset, and export the rows as JSON, CSV, or Excel. Open Run summary (OUTPUT_SUMMARY) to check the outcome and counts.

Input

productUrls is required. The other fields are optional and use the defaults below; unsupported field names and out-of-range values are rejected before requests start.

Field	Type	Required?	Default	Meaning
productUrls	string array	Required	Not supplied	Amazon.in product or review URLs. The Actor extracts the ASIN from each URL and requests its public review pages.
maxReviewsPerProduct	integer	Optional	10	Maximum live reviews to save for each product, from 1 to 50.
maxPages	integer	Optional	5	Maximum public review pages requested per product, from 1 to 10.
requestDelayMs	integer	Optional	0	Delay between review-page requests, 0–10,000 ms. No retry or proxy rotation is performed.
requestTimeoutMs	integer	Optional	60000	Timeout for each direct public request, 5,000–120,000 ms.
headless	boolean	Optional	true	Compatibility field; this direct-only Actor does not launch a browser.
proxyConfiguration	object	Optional	{}	Compatibility field; this Actor never configures or uses a proxy.

Example input with the required productUrls field supplied. The remaining values are the schema defaults.

{
  "productUrls": ["https://www.amazon.in/dp/B0HFWYS1SZ"],
  "maxReviewsPerProduct": 10,
  "maxPages": 5,
  "requestDelayMs": 0,
  "requestTimeoutMs": 60000,
  "headless": true,
  "proxyConfiguration": {}
}

The Actor reads public Amazon.in review and product pages through serialized direct HTTPS requests. It does not sign in, use a proxy, or launch a browser. headless and proxyConfiguration are retained only so older saved inputs continue to start. A URL that contains a recognizable ASIN is normalized to that ASIN; review pages are requested directly, and the product page supplies the product title and rating context.

Output

The dataset contains one row per public review saved for each requested product. Only reviews visible on the requested public pages become rows. Optional values are omitted when Amazon does not publish them; no diagnostic or placeholder rows are written.

Field	Type	Availability	Meaning
sourceUrl	string	Always	Product URL supplied in the input, normalized to the Amazon.in product page.
canonicalUrl	string	Always	Canonical public URL for the review row.
position	integer	When published	One-based position of the row in the run output.
inputMode	string	When published	Input path used for the row; productUrls for normal runs.
reviewId	string	Always	Amazon review identifier parsed from the public review page.
rating	number	When published	Review star rating, from 1 to 5.
reviewTitle	string	When published	Review headline with embedded star text removed.
reviewText	string	When published	Visible review body text as displayed publicly.
reviewerName	string	When published	Public reviewer display name.
reviewerProfileUrl	string	When published	Public Amazon profile URL for the reviewer.
reviewerProfileId	string	When published	Account identifier parsed from the reviewer profile URL.
reviewDate	string	When published	Review date text as displayed by Amazon.in, including the displayed country.
reviewCountry	string	When published	Country parsed from the review date text, such as India.
verifiedPurchase	boolean	When published	Whether Amazon displays a verified-purchase badge for the review.
helpfulVotes	integer	When published	Helpful-vote count shown for the review.
reviewImages	string array	When published	Public image URLs attached to the review.
hasImages	boolean	When published	Whether at least one review image URL was extracted.
reviewBodyLength	integer	When published	Character count of the normalized review body.
productAsin	string	Always	ASIN extracted from the input URL.
productTitle	string	When published	Product title shown on the public Amazon.in page.
productRating	string	When published	Overall product rating text, such as 2.5 out of 5.
productRatingValue	number	When published	Numeric value parsed from the overall product rating text.
totalReviews	integer	When published	Product review or rating count shown by Amazon.in.
ratingBreakdown	object	When published	Percentage distribution across the five star levels as displayed.
productUrl	string	When published	Input product URL for the review's product.
reviewUrl	string	Always	Public Amazon.in URL for the individual review.
reviewPosition	integer	When published	One-based position of the review on the extracted review page.
pageNumber	integer	When published	Review page number inferred from the request URL.
sourceDomain	string	When published	Source domain; amazon.in for this Actor.
locale	string	When published	Locale associated with the Amazon.in extraction.
currency	string	When published	Currency associated with the Amazon.in extraction.
scrapedAt	string	Always	Time the review row was created, in ISO UTC.

The example below is a real saved row from the 2026-10-25 run. It is limited to fields declared in the dataset schema; no values were changed.

{
  "sourceUrl": "https://www.amazon.in/dp/B0HFWYS1SZ",
  "canonicalUrl": "https://www.amazon.in/gp/customer-reviews/RIUORKX7CFPDO",
  "position": 3,
  "inputMode": "productUrls",
  "reviewId": "RIUORKX7CFPDO",
  "rating": 1,
  "reviewTitle": "Don't read if you have filthy money.",
  "reviewText": "I usually do not write a review unless things really goes south, the airpods does not pair with the phone properly, even after one successful attempt to connect with different device only one works, it could be one unit faulty, who knows? Nevertheless spend some extra to get a better airdopes available. Manufacturer please note even after tested ok, how could your device be defective? Check the assembly line and ensure entire batch of faulty units to be discarded. It'll save you time and more growth opportunities.",
  "reviewerName": "Zulfiqar Ali",
  "reviewerProfileUrl": "https://www.amazon.in/gp/profile/amzn1.account.AGM6KPN75ER2DJN2PAO6TDMT2K2A?ref=cm_cr_dp_d_bdcrb_top",
  "reviewerProfileId": "AGM6KPN75ER2DJN2PAO6TDMT2K2A",
  "reviewDate": "Reviewed in India on 5 September 2026",
  "reviewCountry": "India",
  "verifiedPurchase": true,
  "helpfulVotes": 3,
  "reviewImages": [
    "https://m.media-amazon.com/images/I/51d3eBkcJwL._SY500_.jpg"
  ],
  "hasImages": true,
  "reviewBodyLength": 519,
  "productAsin": "B0HFWYS1SZ",
  "productTitle": "Linston TWS Wireless Earbuds with Bluetooth, ENC Noise Cancellation, HD Calling, Touch Control, Deep Bass Sound, Fast Charging Case & Comfortable In-Ear Fit – Black",
  "productRating": "2.5 out of 5",
  "productRatingValue": 2.5,
  "totalReviews": 30,
  "ratingBreakdown": {
    "fiveStar": 23,
    "fourStar": 10,
    "threeStar": 10,
    "twoStar": 9,
    "oneStar": 48
  },
  "productUrl": "https://www.amazon.in/dp/B0HFWYS1SZ",
  "reviewUrl": "https://www.amazon.in/gp/customer-reviews/RIUORKX7CFPDO",
  "reviewPosition": 3,
  "pageNumber": 1,
  "sourceDomain": "amazon.in",
  "locale": "en-IN",
  "currency": "INR",
  "scrapedAt": "2026-10-25T20:40:38.289Z"
}

ratingBreakdown contains fiveStar, fourStar, threeStar, twoStar, and oneStar percentages; they describe the product, not the individual review. productRating preserves Amazon's display text, while productRatingValue is the numeric form used for filtering or charts. reviewImages contains only publicly displayed image URLs and is omitted when the review has no images. position counts saved rows across the run, whereas reviewPosition is the position on its review page.

Run summary

Run summary is stored separately from the dataset in the run's key-value store under OUTPUT_SUMMARY.

Field	Meaning
actorName	Actor name recorded by the run.
actorStoreUrl	Public Store URL recorded by the run; omitted from the example below because older summaries wrote a legacy path.
sourceWebsite	Amazon site used for the run; https://www.amazon.in/.
targetKind	Kind of record collected; amazon_review for this Actor.
status	Overall Actor run status: SUCCEEDED or FAILED.
startedAt	Time the run started, in ISO UTC.
finishedAt	Time the summary was written, in ISO UTC.
requestCount	Number of public requests made.
pagesFetched	Number of review or product pages successfully fetched.
productsRequested	Number of product targets read from the input.
productsProcessed	Number of products that completed processing.
successfulItems	Review rows saved.
invalidReviewCount	Candidate reviews skipped because required review content was missing or malformed.
diagnosticCount	Operational issues recorded in the summary and log.
diagnosticItems	Diagnostic dataset rows; always 0 because the Actor writes none.
requestErrorCount	Request errors recorded for the run.
blockedCount	Blocked or denied source responses.
dataAvailable	Whether at least one source-backed review row was saved.
directTransport	Whether direct HTTP transport was used; true for this Actor.
usedProxy	Whether a proxy was used; false for this Actor.
maxReviewsPerProduct	Review limit used for the run.
maxPages	Review-page limit used for the run.
runStatus	Canonical run status; matches status.
dataStatus	Completeness of the saved review rows.

Status	Data status	Meaning
SUCCEEDED	COMPLETE	Reviews were saved without an extraction problem.
SUCCEEDED	PARTIAL	Some reviews were saved, but a later product or page request failed.
SUCCEEDED	NO_RESULTS	The requests completed cleanly and no public review matched the limits.
FAILED	FAILED	A fatal error occurred before any usable review was saved.

Example OUTPUT_SUMMARY from the 2026-10-25 run. The saved actorStoreUrl is omitted from this display.

{
  "actorName": "amazon-reviews-scraper",
  "sourceWebsite": "https://www.amazon.in/",
  "targetKind": "amazon_review",
  "status": "SUCCEEDED",
  "startedAt": "2026-10-25T20:40:35.580Z",
  "finishedAt": "2026-10-25T20:40:38.465Z",
  "requestCount": 2,
  "pagesFetched": 2,
  "productsRequested": 1,
  "productsProcessed": 1,
  "successfulItems": 3,
  "invalidReviewCount": 0,
  "diagnosticCount": 0,
  "diagnosticItems": 0,
  "requestErrorCount": 0,
  "blockedCount": 0,
  "dataAvailable": true,
  "directTransport": true,
  "usedProxy": false,
  "maxReviewsPerProduct": 3,
  "maxPages": 5,
  "runStatus": "SUCCEEDED",
  "dataStatus": "COMPLETE"
}

Coverage and limitations

The Actor supports Amazon.in only. It reads public review pages and the public product page for each supplied ASIN; it does not sign in, access private accounts, use a browser, use a proxy, solve CAPTCHAs, or fetch reviews from other marketplaces. A review becomes a row only when the public page exposes usable review content. Reviews hidden behind sign-in, deleted, or not present on the fetched pages are not recovered.

maxReviewsPerProduct is capped at 50 and maxPages at 10. The Actor reads pages in their displayed order and does not accept a star filter or sort option, so results are a bounded snapshot rather than every review for a popular product. Review images, helpful votes, and profile links appear only when Amazon publishes them. Product ratings and review totals can change between runs; each row reflects the pages fetched during that run.

Malformed review cards are skipped and counted in invalidReviewCount. Blocked, empty, and failed pages are recorded in logs and summary counters rather than written as dataset rows. The saved summary above is complete for its run; dataStatus reports PARTIAL when some rows are saved but a later page fails.

Usage and support

Cost depends on the number of product URLs, the review pages requested with maxPages, and the number of saved rows; each product normally needs one product-page request plus up to maxPages review-page requests. Start with one product, maxReviewsPerProduct around 10, and maxPages around 2, then inspect the dataset and summary before scaling. See the Actor's Pricing tab for current account rates.

Use the Actor Issues page to report a problem. Include the run ID, the input used, and the run summary; do not include tokens, cookies, or private data. This Actor is not affiliated with Amazon.in. Use it only for public data and in accordance with Amazon.in's terms, robots guidance, and applicable law. Reviews and reviewer profiles contain personal information; use the output only for lawful purposes and do not republish reviewer identities without a valid basis.