E-commerce
July 1, 2026
When a customer leaves a review, they often expect to see it published quickly. If the review remains pending or is rejected, they may think the brand censors negative feedback or ignores their experience.
The chatbot must explain moderation transparently: verification delay, publication rules, prohibited elements, possible proof of purchase, and the possibility of correction. It must not promise publication if the review has yet to be reviewed.
This guide shows how to handle questions about rejected or pending reviews with an AI chatbot, while protecting trust and fairness.
Summary
Why must review moderation be explained?
A review is a personal expression. If the customer does not understand why it does not appear, they may interpret the delay as an unfair rejection.
The chatbot must explain that moderation is used to verify compliance with the rules: abusive language, personal data, off-topic content, duplicate, proof of purchase, or sensitive elements.
A moderation that is understood seems fairer than a review that is simply "blocked".
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What information should be checked?
The bot must verify the product, the account, the review submission date, the status, the message received, the proof of purchase if necessary, and the visible rule that can explain the delay or rejection.
It must avoid displaying internal moderation details if the policy does not make them accessible. The response must remain clear without revealing exploitable mechanisms.
How to explain a pending review?
A review may remain pending during an automatic or human verification. The chatbot should indicate the typical timeframe if available and specify that the wait does not necessarily mean a rejection.
If the timeframe has passed, it can escalate to support with the product, date, and account concerned.
How do you explain a refusal?
Refusal may be due to off-topic content, personal information, abusive language, an unverified accusation, a duplicate, or a review that does not comply with the published rules.
The chatbot must remain neutral. It can explain the general rule and suggest that the customer rephrase if the policy allows.
How can the credibility of reviews be preserved?
The bot must avoid giving the impression that only positive reviews are published. It can remind the user that negative reviews can be accepted if they comply with the publication rules.
This transparency is important: the customer must feel that their experience can be heard, even if the phrasing needs to be corrected.
Which flow to follow?
The flow must explain the status without judging the customer.
Identify the product, account, deposit date, and review status.
Explain the moderation delay or the visible rule concerned.
Indicate if a correction, proof, or resubmission is possible.
Reassure that a critical review can be published if it complies with the rules.
Escalate exceeded deadlines, contested rejections, publishing bugs, and sensitive cases.
Which messages should be used?
For pending: "Your review is being checked. This does not mean it has been refused."
For refusal: "The review may have been refused because it does not comply with a publishing rule, such as personal data or off-topic content."
For correction: "You can rephrase the review while keeping your product experience, without personal information."
When to transfer?
The transfer is necessary if the customer disputes a refusal, if the moderation period is exceeded, if the published review is incorrect, if proof of purchase is rejected, or if the customer reports alleged censorship.
The bot must transmit account, product, date, status, message received, apparent rule, and exact request.
Which KPIs should be monitored?
Track pending reviews, disputed rejections, moderation delays, accepted reformulations, publication bugs and questions on the fairness of reviews.
This data shows whether moderation is understood and if the rules need to be better displayed.
Which mistakes should be avoided?
Avoid promising publication, blaming the customer, hiding the rules, or implying that negative reviews are rejected as a matter of principle.
The chatbot must explain moderation without undermining trust in the reviews.
How can Qstomy help?
Qstomy can connect the chatbot to customer reviews, segments, catalog, routines, licenses, accounts, and saved addresses to answer clearly, then hand over sensitive cases with an actionable summary.
The chatbot helps the customer move forward without making up a moderation decision, segmentation, recommendation, license, or address change that has yet to be confirmed by a reliable source.
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Key takeaways
Key Takeaways
Review moderation must be explained with status, timeframe, rules, and correction options.
What the customer must understand
The customer must understand that a critical review can be published if it complies with the rules.
The proper limit of the chatbot
The chatbot can inform and guide, but it must transfer disputed refusals, exceeded deadlines, and publishing bugs.
Enzo
July 1, 2026
