Amazon Reviews Scraper

What does Amazon India Reviews Scraper do?

This Actor collects publicly visible Amazon.in product reviews from product pages and native review-list pages when Amazon makes those pages accessible. It saves complete review records with links to the review and product, plus product details that are visible on the requested pages.

It does not sign in, access private reviews, bypass a verification page, or promise to retrieve every review for a product. Amazon can restrict public pages or change their layout, so the results depend on what the requested pages expose during the run.

Why use Amazon India Reviews Scraper?

Use the dataset to review public product feedback, monitor themes in customer comments, or bring review records into a downstream analysis. A run can accept multiple product or review-list URLs, follow native public review links within a page limit, and save review and product links alongside each record.

Apify lets you schedule runs, connect results to APIs and integrations, and review run history and usage. The Actor checks Amazon's public robots.txt policy before requesting content. It does not use a browser, log in, solve challenges, or retry blocked requests.

What data can Amazon India Reviews Scraper extract?

Each dataset item is one complete public review. Ten fields are required for a record to be saved; optional fields are omitted when Amazon does not expose them on the pages requested. The Actor saves the 26 fields below when available.

Field	Type	Required?	Description
reviewId	String	Yes	Amazon review identifier.
rating	Number, 1–5	Yes	Review star rating.
reviewTitle	String	Yes	Public review headline.
reviewText	String	Yes	Public review body. Accessibility placeholder text is skipped.
reviewerName	String	Yes	Public display name shown with the review.
reviewerProfileUrl	URL string	Optional	Public profile link when present.
reviewerBadge	String	Optional	Badge text shown with the review.
reviewDate	String	Yes	Parsed ISO date when possible; otherwise Amazon's displayed date label.
reviewCountry	String	Optional	Country named in the displayed date label.
variant	String	Optional	Variant label attached to the review.
variantAttributes	Object of strings	Optional	Variant names and values, such as color and size.
verifiedPurchase	Boolean	Optional	Whether Amazon shows a verified-purchase marker.
isVineReview	Boolean	Optional	Whether Amazon shows a Vine review marker.
helpfulVotes	Nonnegative integer	Optional	Helpful vote count when shown.
hasVideo	Boolean	Optional	Whether the review page shows a video marker.
videoUrl	URL string	Optional	Public review video link when exposed.
reviewImages	Array of URL strings	Optional	Public review image links.
productAsin	String	Yes	Amazon Standard Identification Number.
productTitle	String	Yes	Product title shown on a requested page.
productRating	Number, 0–5	Optional	Product rating when shown.
ratingBreakdown	Object of numbers	Optional	Source-displayed percentages by star rating.
totalReviews	Nonnegative integer	Optional	Product review count when shown.
productPrice	String	Optional	Price text in Amazon's displayed format.
productImageUrl	URL string	Optional	Public product image link when available.
productUrl	URL string	Yes	Amazon.in product link associated with the review.
reviewUrl	URL string	Yes	Link to the individual public review.

How to scrape Amazon.in reviews

1. Open the Actor's Input tab.
2. Enter one or more Amazon.in product-page or native review-list URLs. The input accepts up to 50 URLs.
3. Set review and page limits if you want different values from the defaults. Leave proxy settings empty to make direct requests.
4. Start the run. Open Review results for the dataset and Output summary for the run status.

Product URLs start with the product page. The Actor reads reviews shown there, then follows only native public review links that Amazon publishes and the robots policy allows. A native review-list URL starts at that URL. maxPages counts the starting content page and any follow-up pages for each unique product; the robots.txt check is not counted as a content page. If multiple input URLs identify the same ASIN, the first URL supplied determines the starting page for that product, and the per-product review limit applies once. Repeated review IDs across products are saved once.

How much will it cost to scrape Amazon.in reviews?

This Actor uses pay-per-event pricing. Charges can include starting a run and each review saved to the default dataset, plus platform usage. Check the Actor's Pricing tab for the current event prices and your account's run usage for the actual cost. More input URLs, page requests, longer delays, longer timeouts, and larger datasets can increase run time or storage use. An explicitly configured Apify Proxy may also use paid proxy resources under your account's plan. Proxy settings are optional and are not enabled by default.

Input

See the Input tab for the complete configuration. The Actor accepts only the fields listed here; all values are checked before network requests begin.

Field	Type	Required?	Default or prefill	Range and behavior
productUrls	Array of URL strings	Required	Form prefill: https://www.amazon.in/dp/B0D926263M; no runtime default	1–50 HTTPS URLs on amazon.in or www.amazon.in. Use a product page such as /dp/{ASIN} or /gp/product/{ASIN}, or a native review-list page such as /product-reviews/{ASIN}/ or /portal/customer-reviews/{ASIN}/.... A review-ID-only permalink is not supported. URLs with credentials, fragments, unsupported paths, or unsupported query parameters are rejected.
maxReviewsPerProduct	Integer	Optional	10	1–50 complete records per unique ASIN. Incomplete reviews are skipped, so the saved count may be lower.
maxPages	Integer	Optional	5	1–10 content pages per unique ASIN, including the starting product or review-list page and native follow-up pages.
requestDelayMs	Integer, milliseconds	Optional	600	0–10000. Minimum spacing between outbound requests, including the robots policy check and content pages. A higher value paces requests more conservatively.
requestTimeoutMs	Integer, milliseconds	Optional	60000	5000–120000 for each individual HTTP request, including the robots policy check. The run also has an overall time limit so it can finish saving results and its summary.
proxyConfiguration	Object	Optional	Not set; direct requests	Standard Apify proxy editor. When supplied, only useApifyProxy, apifyProxyGroups, apifyProxyCountry, and proxyUrls are supported. Proxy errors stop the request; the Actor does not retry it directly.

The nested proxyConfiguration options are:

Option	Type	Default	Constraints
useApifyProxy	Boolean	false when omitted	Set to true to route through Apify Proxy. It cannot be combined with proxyUrls.
apifyProxyGroups	Array of strings	Omitted	Up to 10 groups; only valid with useApifyProxy: true.
apifyProxyCountry	String	Omitted	Two-letter country code; only valid with useApifyProxy: true.
proxyUrls	Array of URL strings	Omitted	Up to 50 HTTP or HTTPS proxy URLs. Cannot be combined with Apify Proxy, groups, or country.

The standard proxy editor presents its supported Apify Proxy group and custom URL controls. apifyProxyCountry is accepted when you submit the input as API or raw JSON.

Example: collect a small number of reviews from one product page.

{
  "productUrls": [
    "https://www.amazon.in/dp/B0D926263M"
  ],
  "maxReviewsPerProduct": 3
}

Example: start from a public review-list page and also request a different product page.

{
  "productUrls": [
    "https://www.amazon.in/product-reviews/B0D926263M/?reviewerType=all_reviews",
    "https://www.amazon.in/dp/B0DG4WXBCF"
  ],
  "maxReviewsPerProduct": 10,
  "maxPages": 3
}

Example: use a slower request pace and a shorter timeout for each request.

{
  "productUrls": [
    "https://www.amazon.in/dp/B0D926263M"
  ],
  "maxReviewsPerProduct": 25,
  "maxPages": 8,
  "requestDelayMs": 1000,
  "requestTimeoutMs": 45000
}

Example: route requests through Apify Proxy when it is available to your account. This does not bypass sign-in or verification pages.

{
  "productUrls": [
    "https://www.amazon.in/dp/B0D926263M"
  ],
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

Output

Each dataset row is one saved review. This example uses illustrative values and URLs to show the complete record shape; it is not a live result and optional values may be absent in a run.

{
  "reviewId": "R3EXAMPLE01",
  "rating": 4,
  "reviewTitle": "Good sound for everyday use",
  "reviewText": "The headphones are comfortable and the sound is clear for calls and music.",
  "reviewerName": "Example Reviewer",
  "reviewerProfileUrl": "https://www.amazon.in/gp/profile/amzn1.account.EXAMPLEPROFILE",
  "reviewerBadge": "Top Contributor",
  "reviewDate": "2025-01-02",
  "reviewCountry": "India",
  "variant": "Color: Navy Blue | Size: Medium",
  "variantAttributes": {
    "Color": "Navy Blue",
    "Size": "Medium"
  },
  "verifiedPurchase": true,
  "isVineReview": false,
  "helpfulVotes": 27,
  "hasVideo": true,
  "videoUrl": "https://media.example.com/review-video.mp4",
  "reviewImages": [
    "https://images.example.com/review-photo-1.jpg",
    "https://images.example.com/review-photo-2.jpg"
  ],
  "productAsin": "B0DG4WXBCF",
  "productTitle": "Example wireless headphones",
  "productRating": 4.3,
  "ratingBreakdown": {
    "oneStar": 4,
    "twoStar": 3,
    "threeStar": 7,
    "fourStar": 20,
    "fiveStar": 66
  },
  "totalReviews": 1342,
  "productPrice": "₹1,299.00",
  "productImageUrl": "https://images.example.com/product.jpg",
  "productUrl": "https://www.amazon.in/dp/B0DG4WXBCF",
  "reviewUrl": "https://www.amazon.in/portal/customer-reviews/srp/-/R3EXAMPLE01/"
}

You can download the dataset in various formats such as JSON, HTML, CSV, or Excel.

The Output summary link opens the OUTPUT_SUMMARY item in the run's default Key-value store. It always contains exactly three fields:

Field	Type	Meaning
status	String: SUCCEEDED or FAILED	SUCCEEDED means at least one review was saved; FAILED means none were saved.
itemsStored	Nonnegative integer	Number of dataset writes acknowledged by the Actor.
isPartial	Boolean	true when collection stopped after saving one or more reviews because of an error, access limit, or run time limit.

Successful run:

{
  "status": "SUCCEEDED",
  "itemsStored": 3,
  "isPartial": false
}

Partial run with saved records:

{
  "status": "SUCCEEDED",
  "itemsStored": 2,
  "isPartial": true
}

Run with no saved reviews:

{
  "status": "FAILED",
  "itemsStored": 0,
  "isPartial": false
}

Review records are written to the default dataset. The summary link opens OUTPUT_SUMMARY in the default Key-value store. Run errors appear in the log.

Tips and advanced options

• Start with one URL and a low review limit. Increase maxPages or maxReviewsPerProduct only when you need more data and the run is returning useful records.
• A higher requestDelayMs increases spacing between every outbound request. The Actor makes one attempt per request and does not follow a sign-in redirect or repeat a refused URL.
• When a product's review-list link redirects, its collected reviews stay in the dataset and the Actor continues with the other product URLs you supplied. Site-wide access challenges, rate limits, and proxy failures stop the run.
• The Actor has a 150-second overall collection guard to leave time for result and summary writes. If it stops after saving records, the summary reports isPartial: true.
• Public pages may omit reviewer badges, profile links, variants, product prices, images, or other optional values. Missing output fields mean they were not exposed on the pages retrieved; this does not establish whether Amazon shows them elsewhere.
• The default uses direct requests. An explicitly configured proxy changes the request route but does not log in, resolve a challenge, or guarantee additional reviews.

FAQ, support, and responsible use

Why did a run return no reviews?

Check that the URL is an HTTPS Amazon.in product page or native review-list page containing an ASIN. Amazon may disallow the path in robots.txt, return a sign-in or verification page, or change its HTML. Inspect the run log and OUTPUT_SUMMARY; increasing the review limit will not fix an access restriction.

Does this Actor collect every Amazon review?

No. It collects complete reviews visible from the requested public pages within your page and time limits. Amazon can limit what is shown or accessible, and the Actor does not sign in or bypass access controls.

Where can I get the results or ask for help?

Open Review results to download the dataset and Output summary to inspect the final status. Use the Actor's API tab to copy API request examples and its Issues tab for bugs or feature requests. Include the run ID and a short description when reporting a problem. General Apify documentation explains the platform and its APIs.

This Actor is not affiliated with Amazon. Results can contain public display names and review text, which may still be personal data. Use the data only for a legitimate purpose, follow Amazon's terms and robots guidance, respect request limits, and comply with applicable privacy and other laws. Do not attempt to access private content or evade a sign-in, verification, or other access-control page.