Collecting product reviews refers to the process of inviting a customer who has used a specific product to share that experience. Collecting product reviews then records the rating, text, photo or video the customer submits and passes the evaluation through the checks of the destination where it is published. The process connects four entities. The entities are the product the customer bought, the customer who used it, the review destination such as a brand store or a marketplace, and the request that links the three. The request travels through channels such as post-purchase emails, SMS (short message service) messages, package inserts with QR (quick response) codes, product page buttons and account prompts. The destination sets the attributes of the review. The attributes include the purchase requirement, the accepted format, the moderation rule and the visibility of the published result. Collecting reviews on a marketplace follows the platform's own request action, while collecting reviews on a brand store follows the merchant's own form. A review captured in one tool is not a review posted on Amazon until the marketplace accepts it.
The importance of collecting product reviews lies in the information a review adds for the next shopper and for the brand itself. Product reviews serve the next shopper and the brand in two directions. Brands asking how to get customer reviews receive the same answer from every destination. The answer is to create genuine product experience first and then open a permitted entry point. The best ways to get reviews depend on where the customer meets the request, not on the wording of the request alone. The sections below define the act of collecting product reviews and walk through its six stages. The sections then explain why brands need the reviews and set out the five strategies and twelve methods brands use to request them. Supplementary questions then cover paid reviews, Amazon’s routes, moderation, products with no sales and failed collection.
What Does it Mean to Collect Product Reviews?
To collect product reviews means to enable or request an evaluation of a specific product from a person who has experienced that product, and to record and process that evaluation for the destination where it will be published. Collecting product reviews involves four actions in sequence. The actions are solicitation by the brand, submission by the customer, moderation by the destination and publication by the destination. Solicitation is the invitation the customer receives. Submission is the rating, text or media the customer sends back. Moderation is the check the destination applies to the submission. Publication is the moment the review becomes visible on the product page. Each action produces a count of its own, and the four counts fall as the sequence advances. A brand that completes solicitation has not collected a review, since the customer controls submission and the destination controls publication.
A product review is a narrower object than a consumer review, so the same verb covers different objects on different pages. Brands that collect reviews of their business gather opinions about service, delivery and reliability. Amazon records those opinions as seller feedback rather than as product reviews. Brands that collect consumer reviews gather evaluations of a product, a service or a business under the Federal Trade Commission (FTC) definition of a consumer review. The FTC definition includes a star rating without any text. Brands that collect product reviews gather only the evaluation of the product's quality, function or usefulness, attached to the product's own detail page. A private satisfaction survey sits outside all three objects, because its answers stay with the brand and never reach a public page. The product identity and the public destination are the two attributes that separate a collected product review from every neighbouring record. Both attributes are set in the first stage of collection.
What Are the Stages to Collect Product Reviews?
The product review collection process has six sequential events that move an evaluation from an eligible customer to a visible review. The stages are identification, entry, receipt, checking, publication and monitoring. Identification connects the request to the actual product and separates product evaluation from seller service. Entry gives the customer a permitted route such as an email invitation, an account prompt or a passive review form on the product page. Receipt records the star rating and any written, photographic or filmed material the customer attaches. Checking of provenance asks what supports the customer relationship. Checking of content asks whether the submission meets the destination's rules. Neither check proves that every claim in the review is true, because both checks examine the submission and not the product. The first three stages belong to the customer's side of the request, and the last three stages belong to the destination's side. The table below maps each stage to the action it carries out and to the point where a review stops moving.
| Stage | Action it carries out | Where the review stops |
|---|---|---|
| Identification | Solicitation | Product link returns a 404 after the product is archived, drafted or deleted |
| Entry | Solicitation | Request misses the customer through an invalid address, a bounce or a spam complaint |
| Receipt | Submission | Form ends at the rating control on a phone |
| Checking | Moderation | Submission rejected for a content reason applied to every star rating |
| Publication | Publication | Valid submission sits in pending moderation or carries a broken product association |
| Monitoring | Publication | Low totals read without the transition where the count drops |
Publication follows the destination's screening. The Shop app, for example, screens each submission before an eligible review appears on the product page. Monitoring tracks rejected submissions separately from published ones. Monitoring also groups repeated product concerns so that the brand investigates a pattern rather than a single complaint. The format of the review changes the checking stage without changing the sequence. Brands that collect video reviews add an upload step, a media check and a display decision to the fourth and fifth stages. A video file is not itself a verified purchase, and a video file is not a permission to reuse the footage in advertising. Brands that collect business reviews run the same six stages toward a different object. The question in a business review concerns the company, and the destination is a business profile rather than a product page. Keeping product performance attached to the product keeps each stage measurable, and measurable stages show a brand where its reviews stop moving. A brand tracks that movement for the information the finished review carries.
Why Do Brands Need to Collect Product Reviews?
Brands need to collect product reviews because a review supplies product-experience information that neither the listing nor the marketing supplies, and that information works in two directions. In the first direction, a collected review informs the next shopper. The review describes how the item performed under real use, so a prospective buyer judges suitability before paying. In the second direction, a collected review informs the brand. Reviews reveal recurring themes about fit, durability or usability. A brand groups those themes, compares them against support tickets and return records, and traces them to a cause. The purchase effect of the first direction is measured. The Medill Spiegel Research Center at Northwestern University published the study "How Online Reviews Influence Sales" in June 2017. The study reported that purchase likelihood for products with five reviews was 270% greater than for products with no reviews. The underlying dataset covered 1,800 products and 7.8 million users of a high-end gift retailer over one year.
That figure is a relative comparison inside one retailer's cohort, not a guaranteed result for every store. Displaying reviews to shoppers is also a different intervention from collecting them. The second direction depends on the quality of the feedback rather than on the count. Brands that ask how to get feedback from customers obtain the usable part through the same request. A product review already holds the attribute, the condition of use and the verdict in one record. A brand reads the distribution of ratings, the substance of the text and the products with little usable evidence. The brand then measures received reviews separately from published reviews, since the two totals answer two different questions. Collected reviews carry a selection effect, because prompted reviewers and self-motivated reviewers write different patterns and moderate experiences go underreported. Raising the volume of reviews does not remove that effect. A brand needs the reviews for the information inside them rather than for a favourable average. Obtaining that information at scale is the work of the request strategies.
What Strategies Are Used to Collect Product Reviews?
There are five strategies used to collect product reviews. The strategies are grouped by the point at which a customer with product experience meets a review opportunity. The five strategies are owned messaging requests, marketplace-controlled routes, order journey entry points, passive storefront routes, and converted customer contact. Each strategy carries its own trigger, its own consent rule and its own review destination. A merchant who wants to send emails to collect reviews runs the first strategy. A seller on Amazon or Walmart depends on the second. Brands that collect reviews from clients of a service follow the same five routes only when the client used a product.
The five strategies divide into twelve methods. Post-purchase review emails and SMS review requests belong to owned messaging. Marketplace review request buttons and product sampling programs belong to marketplace-controlled routes. Package insert cards with QR codes and order confirmation and tracking page prompts sit along the order journey. Product page review buttons and account and app prompts form the passive storefront routes. Post-purchase surveys, customer support follow-ups, social media and UGC (user-generated content) requests, and past-customer review campaigns turn existing contact into reviews from customers. Timing binds the twelve methods together, because every method asks after product use rather than after payment. The 2023 PowerReviews report titled "What Motivates Shoppers to Write Reviews in 2023?" surveyed 9,286 US adults. In that survey, 86% of respondents were more likely to submit a review after using the product more than once. The first contact after that use is the merchant’s own messaging.
1. Send Review Requests Through Owned Messaging Channels
Owned messaging channels are the email and text contacts a merchant holds under its own permission. The merchant controls the wording, the delay and the review link. An order event supplies the trigger, and a product-specific form supplies the destination. Control over the message brings the duty to check consent for each channel. Two methods run through owned messaging, and the methods are post-purchase review emails and SMS review requests.
1.1 Post-purchase review emails
A post-purchase review email asks a recent buyer to evaluate one identified product after enough time to use it. Judge.me starts the timer at fulfillment or delivery and then checks that the request is still valid. Klaviyo fires a product-linked flow from its Ready to review event. A shipping event is not proof of delivery. Delivery-based timing sits closer to product use, and the same timing governs the text channel.
1.2 SMS review requests
An SMS review request carries the invitation and a product-specific link inside a text message. REVIEWS.io's SMS Quick Invite takes the customer's name, order ID, mobile number and product SKU. The message must keep its review-link placeholder. Consent is the gate for this method. Klaviyo requires explicit, brand-specific SMS consent held separately from email consent, so a checkout phone number does not count as permission. A marketplace holds the contact instead of the merchant, so a different permission applies.
2. Request Reviews Through Marketplace-Controlled Routes
Marketplace-controlled routes are review request mechanisms that the marketplace itself owns. The marketplace owns the wording, the eligibility check and the reviewer pool. Eligibility sits at the order level for request buttons and at the product level for sampling programs. The two methods on these routes are marketplace review request buttons and product sampling programs.
2.1 Marketplace review request buttons
A marketplace review request button sends the platform's own template to an eligible buyer. Amazon's Request a review action allows one request per order between 5 and 30 days after delivery. The single email asks for a product review and seller feedback together. A button reaches buyers who already hold the product, while a sampling program creates that ownership first.
2.2 Product sampling programs
A product sampling program hands a real unit to an approved reviewer, so product experience exists before any evaluation is requested. Amazon Vine admits sellers on a Professional plan with eligible FBA (Fulfillment by Amazon) offers and limits enrollment to products with fewer than 30 reviews. Walmart's Review Accelerator invites Recognized Reviewers for in-stock items with fewer than 15 reviews and content quality of at least 70%. A claimed sample guarantees no published review in either program. Between a claimed unit and a published review lies the order journey.
3. Place Review Entry Points Along the Order Journey
The order journey is the sequence of physical and digital touchpoints a buyer meets between payment and product use. An entry point on a touchpoint reaches the buyer without a separate outbound request. Every touchpoint arrives at or before delivery, so the entry point must point toward use rather than toward unboxing. Two methods place entry points along the order journey. These methods are package insert cards with QR codes and order confirmation and tracking page prompts.
3.1 Package insert cards with QR codes
A package insert card with a QR code links the physical package to a digital review form. Judge.me generates three QR destinations, which are a single product, all products in the order, or a store review. A public QR link is open to non-purchasers, so Judge.me marks unconfirmed submissions as unverified. NFC (near-field communication) tap cards use the same link mechanism and inherit the same limit. Merchants test the printed code on a phone and print a fallback URL.
3.2 Order confirmation and tracking page prompts
An order confirmation or tracking page prompt sits beside the order record. Judge.me shows a Write a new review action on Shopify order status pages once an order is fulfilled. Fulfillment is the visibility condition, not a measure of use. AfterShip's tracking page feature rates the delivered shipment on a one-to-five scale. That shipment rating is not a product review, so merchants label shipping feedback and product feedback separately. Product feedback from a buyer who opens neither needs a route that waits instead.
4. Open Passive Review Routes on the Storefront and in the Account
A passive review route is a review action that waits for the buyer instead of being sent to the buyer. The route serves customers who missed a message and customers who return with a longer-use opinion. Identity and verification are checked at submission because no outbound request has pre-selected the reviewer. Two methods open passive review routes. These methods are product page review buttons and account and app prompts.
4.1 Product page review buttons
A product page review button lets any visitor open a review form directly on the product listing. Judge.me places a Write a review action inside its Review Widget. The merchant sets whether the button is visible. The documentation separates three states, which are submission, identity confirmation and purchase verification. Hiding the button leaves public QR links and review links working. A route inside the buyer’s account removes the identity question an open button raises.
4.2 Account and app prompts
An account or app prompt appears inside the buyer's order history or shopping app, where the purchased item is already identified. Shop's consumer flow runs from opening an order, choosing Review beside the product, entering a rating and text, and submitting. Shop sends a notification one week after delivery by default. Shop displays public first names, accepts no anonymous reviews and allows no review on a zero-value order. Outside the order record, a brand already holds other conversations with the same customers.
5. Convert Existing Customer Contact into Review Invitations
Existing customer contact is a conversation that already runs for another reason, such as a survey, a support ticket, a social post or an earlier order. The strategy attaches an optional review invitation to that contact. The original purpose stays separate, because a survey answer, a support outcome and a licensed image are not product reviews. The four methods here are post-purchase surveys, customer support follow-ups, social media and UGC requests, and past-customer review campaigns.
5.1 Post-purchase surveys
A post-purchase survey collects structured feedback about the purchase or the first weeks of use. Okendo runs surveys through post-checkout, post-review, on-site and shareable link channels. The closing page of a shareable survey links onward to a review form. Survey answers stay private unless the respondent follows that link. The review link goes to every respondent regardless of answer, because selecting only satisfied respondents biases the public record. The same neutrality rule applies when the contact is a support ticket.
5.2 Customer support follow-ups
A customer support follow-up offers a review opportunity after a ticket is resolved. REVIEWS.io's Gorgias integration posts review replies and sends a review-revision request when the ticket closes. Judge.me routes low-rated reviews into support tickets. Resolution comes first in this method. The refund, replacement or assistance never depends on a review, and the invitation leaves wording and rating to the author. Some authors publish their opinion on a social channel before any invitation reaches them.
5.3 Social media and UGC requests
A social media or UGC request asks a product user for a photo or video, or asks permission to reuse a published post. Yotpo posts a rights request under the customer's post and records approval through a configured response hashtag. Yotpo also warns that media added to an album displays while the permission is still pending. Publication is therefore checked separately from collection. A reviewer who received a free product discloses that connection inside the video. The oldest such contact is the buyer who paid before any review system existed.
5.4 Past-customer review campaigns
A past-customer review campaign invites earlier buyers with real product experience to review items bought before the review system existed. Judge.me retrieves up to 5,000 fulfilled historical orders from a chosen start date, checks eligibility and unsubscribes, and applies the configured wait time. Cancelled, refunded and returned orders are excluded. Recipients are selected by genuine experience, never by predicted sentiment.
Running the five strategies as twelve coordinated methods gives a brand a request at every point where product experience exists. Every such request also raises the question of payment.
Is It Legal to Collect Product Reviews in Exchange for Money?
Yes, collecting product reviews in exchange for money is legal in the United States when the payment buys an honest evaluation from a genuine user rather than a chosen sentiment. The FTC rule 16 CFR (Code of Federal Regulations) 465.4, effective 21 October 2024, bans any benefit tied to a positive or negative review. A paid genuine review needs a visible payment disclosure. Amazon prohibits incentivized product reviews even when disclosed.
How to Collect Product Reviews on Amazon?
Amazon product review collection runs through four Amazon-controlled routes. The routes are the Request a Review button, the Solicitations API (application programming interface), a neutral alternative request, and the Amazon Vine program. Every route requires genuine product experience from an eligible buyer. The four routes and the two reviewer boundaries behind them are described below.
Request a Review Button
The Request a Review button is Amazon's standard order-based request. The button sends one standardized email in the buyer's preferred language. Amazon recommends this button over any seller-written request. Buyer opt-out preferences govern delivery. Sellers find the action on the Order Details page.
Solicitations API
The Solicitations API automates the same request for an authorized application. The application holds Amazon's Buyer Solicitation or Product Listing role. The API counts its window from the earliest and latest delivery dates. An API request and a button press on one order count as a duplicate. Seller Central rejects the later manual request even when the API send shows no flag. Developers reconcile both channels in one request log.
Neutral Alternative Request
A neutral alternative request is a Buyer-Seller Messaging email or a packaging card. Amazon permits the alternative only when the standard button has not been used for that order. A permitted proactive message arrives within 30 days of order completion and carries the 17-digit order ID. The message cannot offer an incentive, address only happy customers, or ask for a changed review. Sellers keep the card free of personal contact details. A card reaches a buyer who paid, whereas Vine reaches a reviewer who has not.
Amazon Vine Program
Amazon Vine is Amazon's own sampling route. The seller needs a registered brand or an eligible generic product. Amazon selects the Vine Voices who receive the free unit. The resulting reviews are not guaranteed to be favorable. Sellers enroll an ASIN (Amazon Standard Identification Number) under the Advertising menu and then Vine. Enrollment hands reviewer selection to Amazon, and that selection excludes the seller’s own people.
Employee Reviews on Amazon
A seller cannot collect employee reviews on Amazon, because Amazon's customer product reviews policy prohibits a review of the seller's product by the seller, a family member, or an employee. The same policy bars an employee review of a competitor's product. The prohibition reaches work done through agencies and partners. Amazon's Community Guidelines exclude reviews from friends, relatives, employers, and business associates as conflicts of interest. Employee surveys belong to employer-review sites.
Anonymous Reviews on Amazon
A seller cannot collect anonymous reviews on Amazon, since every reviewer needs an account with at least $50 in card purchases in the preceding 12 months. Promotional discounts do not count toward that amount. A buyer sets a public display name under Your Profile. A pseudonymous name does not mean the account skipped eligibility. The display-name setting disguises no employee or paid relationship. Those eligibility checks feed the moderation rules that follow.
What Moderation Rules Apply When You Collect Product Reviews?
Review moderation is the content check that a brand applies between a review's submission and its publication. The governing rule of review moderation is that the same published criteria apply equally to every star rating. The FTC's review suppression rule, 16 CFR 465.7, forbids a brand from presenting a display as all or most of its reviews while hiding submissions for a low rating. The rule permits removal only for content reasons applied to all reviews. The permitted reasons are confidential information, harassment or abuse, another person's private information, discriminatory content, clearly false or misleading content, a reasonable belief of fakery, and wholly unrelated material. A one-star review of a leaking lid therefore stays eligible under the same test as a five-star review of a tight seal. Moderators record the specific content reason for every rejection instead of a preference for a better average.
Provenance checking is the second moderation layer. The check records what the brand knows about the reviewer, not what the brand infers from the score. An order match, a verified email, and a platform badge each establish a different fact. A brand escalates suspicious patterns and never treats a low rating as proof of fakery. The FTC's platform guidance adds that moderation leaves the reviewer's meaning intact and keeps a visible disclosure on any permitted incentivized review. A 2023 study titled "Estimating the Impact and Prevalence of Fake Online Reviews" by Alma Economics for the UK Department for Business and Trade modelled 2.1 million product reviews. The study covered nine UK ecommerce platforms and estimated that 11% to 15% of those reviews were fake. The same equal treatment governs the first reviews of a product with no sales.
How to Collect Product Reviews for a New Product With No Sales?
For a new product with no sales, GetReviews can support owned-channel review collection. Three broader review routes are available overall. The routes are an authorized marketplace sampling program, a prelaunch sampling campaign, and a passive product-page review form. The routes differ by who creates the product experience and where the resulting review is published. No sales is not the same condition as no one having used the product. The three routes are described below.
Authorized Marketplace Sampling Program
An authorized marketplace sampling program supplies a new product to reviewers the marketplace itself selects. The marketplace’s selection replaces the purchase record that a product with no sales cannot supply. Amazon Vine accepts prelaunch enrollment for an eligible listing. The program grants no exemption for a seller's private free-product-for-review campaign. Sellers enroll the eligible item and leave reviewer selection to the marketplace. A brand that wants its own audience runs the sampling before launch itself.
Prelaunch Sampling Campaign
A prelaunch sampling campaign sends representative production units to an eligible audience before the product is purchasable. Bazaarvoice's sampling program accepts products that are not yet available for purchase. The campaign specification covers the product, the audience, the content tasks, and fulfillment. The collected reviews attach to the listing only once a live product identifier exists. A missing identifier delays that association. Brands disclose the free product in every resulting review. Recipients of those samples still need a place to write.
Passive Product-Page Review Form
A passive product-page review form is the passive way to collect reviews for a listing with no order records, since the form accepts any genuine user without a request or a sample shipment. Klaviyo's product-review widget opens a submission pop-up from a Write a review action. The form serves sample recipients and other genuine users. The form creates no experience and earns no verified-purchase badge. Brands pair the form with sampling, since an empty form is one way collection fails.
Why Do Brands Fail to Collect Product Reviews?
A collection failure is a break at one transition of the request workflow rather than a shortage of invitations. The five transitions where reviews are lost are queue entry, message delivery, product use, form completion, and publication. An order misses the queue when the review tool creates requests only after fulfillment and the item was never marked fulfilled. A request misses the customer through an invalid address, a sender-authentication failure, a bounce, or a spam complaint. A delivery-dependent request stays pending when tracking never confirms delivery. A request that arrives before meaningful product use asks a question the buyer cannot answer yet. A product link returns a 404 after the product is archived, drafted, or deleted. A form that cannot be completed on a phone ends the attempt at the rating control.
A review funnel is the measurement that locates the failed transition. The funnel counts eligible fulfilled items, scheduled requests, attempted sends, confirmed deliveries, form starts, valid submissions, and published reviews in that order. A delivery rate equals confirmed deliveries divided by attempted sends. A form completion rate equals valid submissions divided by form starts. A submitted review that never reaches the storefront sits in pending moderation or carries a broken product association. An integration event that reports success confirms the transfer of an order, not the delivery of an email. Low totals alone never identify the cause. A brand therefore inspects the transition where the count drops before rewriting the invitation copy. Running those counts by hand across every order is the point at which automation becomes the question.
Is it Better to Collect Product Reviews Automatically?
Yes, collecting product reviews automatically is better for a continuing flow of eligible orders, since configured triggers apply one neutral template and suppression logic to every qualifying event. Shop lets a merchant set the request interval anywhere from 1 to 180 days after delivery. Manual requests still serve exceptions. A person owns the exception queue and every step after the send.
What Helps Brands Collect Product Reviews Besides Sending the Request?
Four practices help brands collect product reviews beyond the request itself. The practices are mobile review collection forms, photo and video review collection, public replies to collected reviews, and displaying collected reviews. Each practice serves one function around the request. The functions are a usable form, a way to show the product, a brand response, and a credible place where the feedback appears. The four practices are explained below.
Mobile Review Collection Forms
A mobile review collection form lets a customer rate and describe the product while the product name stays visible. The World Wide Web Consortium (W3C) sets the WCAG (Web Content Accessibility Guidelines) 2.2 minimum target size at 24 by 24 CSS (cascading style sheets) pixels. W3C also requires a label on every control and a clear error message. Media stays optional and text survives a failed upload. Designers test touch, keyboard, and upload failure on a phone.
Photo and Video Review Collection
Photo and video review collection attaches evidence of the product's appearance, fit, or use to the written review. Yotpo enables the uploads through its Visual Reviews Settings. Every review with an attachment waits in moderation before publication. Moderators screen the media for personal information. A photo shows the shopper the condition of use, and a public reply shows the brand’s response.
Public Replies to Collected Reviews
A public reply is an attributed brand response beneath a customer's review. Shop accepts a reply of up to 1,000 characters. The reviewer receives a push notification once the reply is published. Shop unpublishes the reply when the customer edits or deletes the review. On Amazon, a public reply attaches to seller feedback in Feedback Manager, and the product-review reply capability remains unverified. A reply only reaches shoppers where the review itself is displayed.
Displaying Collected Reviews
Review display publishes the accepted evaluation in a product-relevant location so prospective contributors see where their feedback will appear. Klaviyo distinguishes a star-rating widget, a rating-distribution summary, a published-review list, and a featured carousel of selected reviews. A brand labels a curated carousel as selected and keeps a route to the full list. Displayed counts have to match the underlying records. Publication is neither syndication nor a search rich result.
