Insight report,
Sample dataset · All categories ·
Start with charged but order never arrived.
- Reviews analyzed
- 7,000
- Negative
- 53%
- Net sentiment
- -8
Summary
Of 7,000 reviews (320 distinct), 45% are positive and 53% negative. The most-reported problem is charged but order never arrived, with 510 negative reviews and a priority score of 99. 11 issues were ranked in total.
Priorities
- 99
1. Charged but order never arrived
Customers say they were charged and never received the order. This is direct money loss and the most damaging trust signal in the data.
- Auto-flag orders that are paid but not shipped within 48 hours and refund them without a customer request.
- Add a seller-payout hold until delivery is confirmed.
- Publish a visible 'paid but not received' escalation path.
“Beware of fraudulent activities. I never received my order despite being charged.” reported 250×
- 90
2. Website crashes and checkout glitches
Website crashes and checkout glitches stop customers from buying at all, so every report is lost revenue.
- Add error and crash monitoring on the order and checkout flow.
- Load-test checkout before the next peak.
- Add a saved-cart recovery so a crash does not lose the order.
“I faced several issues while placing my order on the website. It kept crashing.” reported 262×
- 83
3. Counterfeit or misrepresented product
Counterfeit or not-as-advertised products are the largest group of fraud complaints and show weak seller verification.
- Require proof of authenticity for high-risk categories.
- Add a one-click 'not as described' return flow.
- Score sellers on mismatch reports and delist repeat offenders.
“I was scammed by this seller. The product I received was not as advertised.” reported 253×
- 83
4. Duplicate or unauthorized charges
Repeated charges for one purchase point to a checkout or payment-retry fault, and every case is a chargeback risk.
- Make payment submission idempotent so a retry cannot charge twice.
- Run a duplicate-charge audit and refund affected orders proactively.
- Alert on two identical charges inside 10 minutes.
“I suspect fraudulent activity as I was charged multiple times for a single purchase.” reported 243×
- 79
5. Support left issues unresolved
Customers say support did not fix their problem. Unresolved cases turn one issue into churn.
- Track resolution rate, not just first reply time.
- Escalate any ticket still open after 3 days.
- Give agents a clear refund and replacement authority.
“Unfortunately, the customer service was not helpful. My issue remains unresolved.” reported 252×
Sentiment by category
- Fraud and Scam1,755 reviews, 81% negative
- Operational Issues1,800 reviews, 79% negative
- Customer Service1,707 reviews, 34% negative
- Product Feedback1,738 reviews, 14% negative
Green: positiveAmber: mixedRed: negative
What customers like
- Helpful, fast support1,119 reviews
- Quality and durability praised519 reviews
- Innovative, useful features391 reviews
- No fraud, genuine seller326 reviews