Published by Reputaro | Trustpilot Growth & Reputation Management
You wake up one morning, check your Trustpilot profile, and notice something unexpected. A review that was there yesterday — positive or negative — is gone. No notification. No explanation. Just gone.
Or the opposite happens: you flag a clearly fraudulent one-star review, submitted by someone who has never been your customer, and wait for it to disappear. Weeks pass. It is still there, still dragging your rating down, and you have no idea what is happening behind the scenes.
Both scenarios are more common than most business owners realise, and both are more manageable than they feel in the moment. Understanding exactly why Trustpilot removes reviews — and what the process looks like on their end — is essential knowledge for anyone managing a Trustpilot profile seriously.
Trustpilot operates under an open review model, meaning anyone can leave a review about any business — not just verified customers. This is a deliberate design choice, and it has genuine value for consumers. But it also means that Trustpilot needs robust mechanisms for identifying and removing reviews that violate their guidelines.
Reviews are removed for one of several reasons.
The review violates Trustpilot's content guidelines
Trustpilot's guidelines prohibit reviews that contain personal insults or hate speech, reviews that include third-party intellectual property (full images or trademarked content), reviews written in a language Trustpilot cannot process, and reviews that contain pricing information or promotional content. Reviews that are clearly about a different business — a reviewer who mixed up two companies with similar names — also fall into this category.
These removals are typically automated or near-automated, triggered by keyword detection and content flagging systems. They happen quickly — usually within 24 to 48 hours of the review being posted or flagged.
The review is identified as fraudulent
This is the most common reason for removal and the most important for businesses to understand. Trustpilot invests heavily in fraud detection systems that analyse every review for signals of inauthenticity.
The signals their systems look for include: reviews posted from the same IP address or device in a short timeframe, reviewer accounts created immediately before posting, patterns in review language that suggest templated or coordinated submissions, geographic anomalies (a review claiming to be from a UK customer, posted from an unrelated country), and email addresses associated with previous fraudulent activity.
When fraud signals are detected, the review enters a fraud investigation queue. This is not instant — it can take days to weeks depending on the complexity of the case and Trustpilot's current investigation workload. During this time, the review may remain visible while under review. After investigation, if fraud is confirmed, the review is removed and the reviewer's account may be suspended.
The review was reported and investigated
Both businesses and consumers can flag reviews for investigation. When a business flags a review, Trustpilot opens a formal investigation — they may contact the reviewer to ask for proof of purchase or interaction, and they may contact the business to understand the context.
This process has a specific timeline: Trustpilot typically responds to dispute submissions within 7 to 14 business days, though complex cases can take longer. If the reviewer cannot provide sufficient evidence of a genuine customer experience, the review is removed.
The reviewer deleted it themselves
Reviewers can delete their own reviews at any time, without notifying the business. This happens more often than businesses realise — sometimes because the reviewer had a change of heart, sometimes because their issue was resolved privately, and occasionally because they posted in error.
This is a question many businesses don't think to ask — and the answer matters.
When a review is removed, Trustpilot recalculates your TrustScore based on your remaining reviews. If a cluster of positive reviews is removed (perhaps flagged as coordinated), your score will drop. If a cluster of negative reviews is removed (fraudulent), your score will improve.
What businesses sometimes don't realise is that removed reviews are not simply erased from Trustpilot's records. Trustpilot maintains data on removed reviews for their own fraud detection purposes, and a profile with a history of many removed reviews — in either direction — may attract closer ongoing scrutiny.
This is particularly important for businesses considering any shortcuts in review collection. A batch of inauthentic reviews that gets removed doesn't just return your rating to where it was — it can trigger a Consumer Warning notice on your profile, which is far more damaging than a mediocre rating.
Reacting to disappeared or problematic reviews is less effective than having a system to catch them early. A simple monitoring setup — checking your Trustpilot profile three times per week, tracking your total review count and current rating, and responding to all new reviews within 24 hours — puts you in a position to identify anomalies quickly and act before they compound.
For businesses at scale, Trustpilot's business API supports automated monitoring — flagging new reviews and score changes in real time so your team can respond without manual checking.
At Reputaro, profile monitoring is built into every managed service we provide — so you never find out about a review crisis days after it has already done its damage.
Want to know if your current profile has any flagged or at-risk reviews? Run a free Risk Scan at reputaro.io
