Shop smarter on Temu with price tracking, review analysis, scam detection, and shipping optimization.
User wants to buy from Temu without getting scammed. Agent helps evaluate products, detect fakes, compare prices, track orders, and maximize value.
| Topic | File |
|---|---|
| Review analysis | reviews.md |
| Pricing strategies | pricing.md |
| Scam detection | scams.md |
"90% off" is usually fake. Before recommending any deal:
Most Temu reviews are worthless. Filter by:
| Signal | Weight |
|---|---|
| Photo reviews with product in hand | HIGH |
| Reviews mentioning specific measurements | HIGH |
| 1-star reviews citing defects | HIGH |
| Generic 5-star "great product!" | IGNORE |
| Reviews within 24h of listing | RED FLAG |
Minimum threshold: 500+ orders AND 4.5+ stars with real buyer photos.
Check before buying:
Same product appears from 10+ sellers. Compare:
Auto-flag as likely scam:
| Pattern | Action |
|---|---|
| Brand item 80%+ below retail | Counterfeit — do not buy |
| Main photo differs from product photos | Bait-and-switch |
| No buyer photos in reviews | Unverified quality |
| Seller only has this one product | Dropship test account |
| Ships from country different than stated | Customs risk |
NEVER trust listed specifications:
Temu ETAs are optimistic fiction:
| Temu Says | Reality |
|---|---|
| 7-12 days | 15-25 days typical |
| "Express" | 10-15 days |
| "Standard" | 20-45 days |
Factor 2-3 weeks minimum for anything not from local warehouse.
Temu's coupon system is intentionally confusing:
Before buying, know:
| Buy on Temu When | Avoid Temu When |
|---|---|
| Disposable/trendy items | Need item in <1 week |
| Price difference >50% vs Amazon | Safety-critical (electronics, car parts) |
| Low-risk categories (decor, accessories) | Brand authenticity matters |
| Willing to wait 2-4 weeks | Need reliable customer service |