Do any of the AWS APIs/Services provide access to the product reviews for items sold by Amazon? I'm interested in looking up reviews by (ASIN, user_id) tuple. I can see that the Product Advertising API returns a URL to a page (for embedding in an IFRAME) containing the URLs, but I am interested in a machine-readable format of the review data, if possible.
You can use Amazon Product Advertising API. It has a Response Group 'Reviews' which you can use with operation 'ItemLookup'. You need to know ASIN i.e. unique item id of the product.
Go to Amazon website, Go to any product page. Then right click on page and click "Scrape Reviews from this product" option. It will extract all reviews and ratings of the product and save it as a CSV excel file.
Even if you are a reviewer, you won't like your honest opinion or feedback being removed for no reason. Amazon deletes or blocks reviews & feedback on different circumstances. In this post, we will let you know why this happens and how you can avoid such situations as a seller or reviewer.
Update 2:
Please see @jpillora's comment. It's probably the most relevant regarding Update 1.
I just tried out the Product Advertising API (as of 2014-09-17), it seems that this API only returns a URL pointing to an iframe containing just the reviews. I guess you'd have to screen scrape - though I imagine that would break Amazon's TOS.
Update 1:
Maybe. I wrote the original answer below earlier. I don't have time to look into this right now because I'm no longer on a project concerned with Amazon reviews, but their webpage at Product Advertising API states "The Product Advertising API helps you advertise Amazon products using product search and look up capability, product information and features such as Customer Reviews..." as of 2011-12-08. So I hope someone looks into it and posts back here; feel free to edit this answer.
Original:
Nope.
Here is an intersting forum discussion about the fact including theories as to why: http://forums.digitalpoint.com/showthread.php?t=1932326
If I'm wrong, please post what you find. I'm interested in getting the reviews content, as well as allowing submitting reviews to Amazon, if possible.
You might want to check this link: http://reviewazon.com/. I just stumbled across it and haven't looked into it, but I'm surprised I don't see any mention on their site about the update concerning the drop of Reviews from the Amazon Products Advertising API posted at: https://affiliate-program.amazon.com/gp/advertising/api/detail/main.html
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