Standwell Resources

Clear answers on how marketplaces work.

This library is built around real operator questions and grounded in primary source material whenever possible.

By Standwell Team

Last reviewed April 12, 2026

Can customers receive a free or discounted product and still write an Amazon review?

Amazon says customers may receive a product for free or at a discount and still write a review, but any attempt to influence the review or condition future benefits on review behavior is prohibited.

Yes, but with an important limit. Amazon says products may be provided to customers for free or at a discount and those customers may write reviews. Amazon also says any attempt to influence the review, or to condition future benefits on writing a review or on the content of the review, is prohibited.

By Standwell Team

Last reviewed April 12, 2026

Does Amazon say Amazon Verified Purchase status affects overall star ratings?

Yes, in a limited but clear way. Amazon says one factor in overall star rating calculations is whether the reviewer bought the item on Amazon, and Amazon's reviews systems also display Verified Purchase badges separately.

Yes, with careful wording. Amazon says one factor in overall star rating calculations is whether the reviewer bought the item on Amazon. Amazon also separately displays Verified Purchase badges for qualifying reviews, which makes purchase context part of how Amazon describes its reviews system.

By Standwell Team

Last reviewed April 12, 2026

Does Amazon say review recency affects overall star ratings?

Yes. Amazon says review recency is one of the factors it considers when calculating a product's overall star rating and percentage breakdown by star.

Yes. Amazon says review recency is one of the factors it considers when calculating overall star ratings. Amazon specifically says it looks at how recent a review is instead of using a simple average alone.

By Standwell Team

Last reviewed April 12, 2026

How does Amazon calculate overall star ratings?

Amazon says it does not use a simple average to calculate overall star ratings and percentage breakdowns by star. Instead, it considers factors such as review recency and whether the reviewer bought the item on Amazon.

Amazon says it does not use a simple average to calculate a product's overall star rating. Amazon says it considers several factors, including how recent a review is and whether the reviewer bought the item on Amazon.

By Standwell Team

Last reviewed April 11, 2026

Are there communication guidelines for engaging with customers about reviews?

Amazon says yes. Sellers must follow communication and community guidelines and may not attempt to influence ratings, ask for positive reviews, or request removal of negative reviews.

Yes. Amazon says sellers must follow communication and community guidelines when engaging with customers about reviews. Amazon specifically says sellers may not attempt to influence ratings, ask for positive reviews, request removal or updates of negative reviews, or offer incentives tied to review behavior.

By Standwell Team

Last reviewed April 11, 2026

Can Amazon re-share reviews after a variation theme is updated?

Amazon says reviews can be re-shared for eligible products if a seller updates a variation theme after the change to review sharing takes effect.

Amazon says that if sellers need to update variation themes after the review-sharing change takes effect, reviews will be re-shared for eligible products. That means updated variation relationships may qualify again when they fit Amazon's review-sharing rules.

By Standwell Team

Last reviewed April 11, 2026

Can customers use images to discover products through Amazon's AI shopping tools?

Amazon says customers can take a picture, upload an image, or use Lens Live to discover visually similar products in Amazon's shopping experience.

Amazon says customers can use images to discover products through Amazon Lens and Lens Live. Amazon says shoppers can take a picture, upload an image, or scan products in real time, and Lens Live now layers in Rufus to provide summaries, suggested questions, and answers as part of that visual discovery flow.

By Standwell Team

Last reviewed April 11, 2026

Can sellers change or remove Amazon product reviews?

Amazon says sellers cannot change reviews, but they can report abuse if a review violates Amazon's community guidelines.

Amazon says sellers cannot change product reviews. Amazon says reviews that violate community guidelines can be reported for abuse, and it also says sellers may not ask buyers to remove or update an existing review.

By Standwell Team

Last reviewed April 11, 2026

Does Amazon say Vine Voices are monitored?

In a Seller Forums reply, Amazon said it monitors Vine Voices for review quality, while its public Vine page says reviewers are expected to provide honest and unbiased opinions.

Yes, but only with limited public detail. In a Seller Forums reply, Amazon community manager Amyy said Amazon monitors Vine Voices to help ensure they provide quality, unbiased reviews. Amazon's public Vine page does not describe the monitoring system in detail, but it does say Vine Voices are expected to provide honest and unbiased opinions.

By Standwell Team

Last reviewed April 11, 2026

Does Amazon treat flavor, ingredients, or formulation changes as significant variation differences?

Amazon says flavor, ingredients, and formulation differences fall on the significant-difference side of its updated review-sharing policy.

Yes. In a Seller Forums reply about the 2026 review-sharing rollout, Amazon community manager Ana said flavor, ingredients, and formulation should be treated as significant differences, which means reviews should no longer be shared across those variations after rollout.

By Standwell Team

Last reviewed April 11, 2026

How does Amazon describe customer reviews and ratings?

Amazon says customer reviews and ratings are subject to submission requirements, review checks, and machine-learned models for overall star ratings.

Amazon says customer reviews and ratings are governed by submission requirements and review checks. Amazon also says overall star ratings are calculated with machine-learned models rather than a simple average, taking into account factors such as recency and whether a review comes from a Verified Purchase.

By Standwell Team

Last reviewed April 11, 2026

How is Amazon changing review sharing across product variations?

Amazon says reviews will only be shared across variations with minor differences that do not affect functionality, with rollout beginning on February 12, 2026.

Amazon says that starting February 12, 2026, reviews will only be shared between variations with minor differences that do not affect functionality. Reviews will no longer be shared across variations with more significant differences, and Amazon says the rollout will continue by category through May 31, 2026.

By Standwell Team

Last reviewed April 11, 2026

How does Amazon say Rufus helps customers shop?

Amazon says Rufus helps customers understand products, compare options, hear what other customers say, and discover relevant items faster.

Amazon says Rufus helps customers shop by answering product questions, surfacing information from reviews and community Q&As, recommending products, comparing options, and helping customers discover items that fit a use case or activity.

By Standwell Team

Last reviewed April 11, 2026

How can sellers request Amazon reviews?

Amazon says sellers can use the Request a Review feature in Seller Central, and it also points sellers to Vine and the Customer Reviews tool as review-related options.

Amazon says sellers can request reviews through the Request a Review feature in Seller Central. Amazon's seller-facing FAQ also points to Amazon Vine and the Customer Reviews tool as review-related programs, while emphasizing that strong customer service and meeting product and delivery promises come first.

By Standwell Team

Last reviewed April 11, 2026

How does Amazon Lens Live connect to Rufus?

Amazon says Lens Live integrates Rufus to provide product summaries, suggested questions, and answers while customers browse visually.

Amazon says Lens Live integrates Rufus directly into the visual search experience. Amazon says customers using Lens Live can see suggested questions, quick summaries, and additional answers from Rufus while browsing visually matched products.

By Standwell Team

Last reviewed April 11, 2026

How does Amazon say Rufus uses customer reviews?

Amazon says Rufus answers shopping questions using information from product listing details, customer reviews, and community Q&As.

Amazon says Rufus uses customer reviews as one of the inputs it relies on to answer shopping questions. Amazon says Rufus answers product questions using product listing details, customer reviews, and community Q&As, and it also surfaces a feature called 'What do customers say?' to summarize review feedback.

By Standwell Team

Last reviewed April 11, 2026

How does Amazon say Vine reviews are labeled?

Amazon says reviews submitted through Vine carry a specific badge so customers can see that the reviewer received a free product.

Amazon says reviews submitted through Vine are labeled with the badge 'Vine Customer Review of Free Product.' Amazon presents that label as a transparency mechanism so customers can distinguish Vine reviews from other review types.

By Standwell Team

Last reviewed April 11, 2026

What does Amazon consider promotional content in community features?

Amazon says promotional content is an endorsement by someone with a financial or close personal connection to what they are endorsing, and it is only allowed in limited circumstances.

Amazon says promotional content is an endorsement by someone with a financial or close personal connection to what they are endorsing. Amazon says that kind of content is only allowed in limited circumstances and must be clearly and conspicuously disclosed when the connection is not obvious from context.

By Standwell Team

Last reviewed April 11, 2026

What does Amazon prohibit under its anti-manipulation policy for customer reviews?

Amazon says any attempt to manipulate customer reviews, including directly or indirectly contributing false, misleading, or inauthentic content, is strictly prohibited.

Amazon says any attempt to manipulate customer reviews is strictly prohibited. That includes directly or indirectly contributing false, misleading, or inauthentic content, and Amazon says reviews are meant to provide authentic feedback that helps customers shop with confidence.

By Standwell Team

Last reviewed April 11, 2026

What does Amazon say about adding photos and video to reviews?

Amazon says customers can add text, photos, or videos to a review and update that content over time.

Amazon says customers can submit a product review by selecting a star rating and can add text, photos, or videos to that review at any time. Amazon presents review media as part of the normal customer review experience, subject to its review and community guidelines.

By Standwell Team

Last reviewed April 11, 2026

What does Amazon say customer reviews are for?

Amazon says customer reviews help customers learn more about a product and decide whether it is right for them.

Amazon says customer reviews help customers learn more about a product and decide whether it is right for them. Amazon also says reviews should give customers genuine product feedback from fellow shoppers, whether favorable or unfavorable.

By Standwell Team

Last reviewed April 11, 2026

What is Amazon Rufus?

Amazon says Rufus is its generative AI-powered shopping assistant built to help customers save time and make more informed purchase decisions.

Amazon says Rufus is its AI-powered shopping assistant, available in the Amazon Shopping app and on desktop, built to help customers save time, answer shopping questions, compare options, and make more informed purchase decisions.

By Standwell Team

Last reviewed April 11, 2026

What is Amazon Vine?

Amazon says Vine is an invitation-only program that selects insightful reviewers to share product opinions that help customers make informed buying decisions.

Amazon says Vine is an invitation-only program that selects insightful reviewers, called Vine Voices, and lets them order items free of charge in exchange for honest and unbiased reviews that help customers make informed buying decisions.

By Standwell Team

Last reviewed April 11, 2026

What is the Amazon Customer Reviews tool?

Amazon says the Customer Reviews tool helps eligible sellers track product reviews, contact customers who leave less than three stars, and uncover product insights.

Amazon says the Customer Reviews tool helps eligible sellers track product reviews and respond to customer concerns. Amazon says that when a customer leaves less than a three-star rating, sellers can contact that customer through the tool to offer a courtesy refund or ask for more information to resolve the issue.

By Standwell Team

Last reviewed April 11, 2026

What kinds of variation differences does Amazon say are too significant for review sharing?

Amazon says reviews should no longer be shared across variations when the differences are significant enough to affect how the product functions or how customers experience it.

Amazon says reviews should no longer be shared across variations when the differences are significant enough to affect functionality or customer experience. Amazon's seller-facing clarification also says flavor, ingredients, and formulation belong in that significant-difference category.

By Standwell Team

Last reviewed April 11, 2026

What sources does Amazon say Rufus uses to answer shopping questions?

Amazon says Rufus draws on product catalog information, customer reviews, community Q&As, and information from across the web.

Amazon says Rufus uses a mix of Amazon store knowledge and broader web information to answer shopping questions. Amazon specifically names its product catalog, customer reviews, community Q&As, and information from across the web as source layers behind Rufus responses.

By Standwell Team

Last reviewed April 11, 2026

When can sellers contact customers through the Customer Reviews tool?

Amazon says sellers can contact customers through the Customer Reviews tool when the customer leaves a rating of less than three stars.

Amazon says sellers can contact customers through the Customer Reviews tool when a customer leaves a rating below three stars. Amazon says sellers can then offer a courtesy refund or request more information to help resolve the issue.

By Standwell Team

Last reviewed April 11, 2026

Which Amazon variation types still share reviews?

Amazon says reviews can still be shared across variation families when the differences are minor and do not affect functionality.

Amazon says reviews will continue to be shared across variation families when the differences are minor and do not affect functionality. Its examples include color and pattern variations, functionally equivalent size variations, pack size changes, some secondary scent differences, and model fitments for the same product type.

By Standwell Team

Last reviewed April 11, 2026

Who can use Amazon's Customer Reviews tool?

Amazon says the Customer Reviews tool is available to sellers with a Professional selling account who are also Brand Representatives for brands enrolled in Amazon Brand Registry.

Amazon says sellers need a Professional selling account to use the Customer Reviews tool. Amazon also says the user must be a Brand Representative for a brand enrolled in Amazon Brand Registry.

By Standwell Team

Last reviewed April 11, 2026

Will Amazon continue sharing reviews across flavor variations?

Amazon says flavor variations fall under the more significant-difference side of its updated review-sharing policy, so those reviews should no longer be shared as the rollout completes.

Amazon says reviews will no longer be shared across flavor variations when flavor is a primary difference between products. In a Seller Forums reply, Amazon community manager Ana said flavor, ingredients, and formulation fall under the significant-differences side of the policy rollout that began on February 12, 2026 and continues by category through May 31, 2026.