Marketplace overview
Risk-based moderation: clean listings auto-publish, flagged ones wait for a human. Runs separately from the public site.
Flagged for review
2
clean listings auto-publish · SLA < 4h
Auto-flagged
2
fraud & quality signals
Reported by buyers
1
of 10 live listings — takedown review
Dealer applications
2
pending verification
Manual review queue (flagged only)
Review now →- pending
2021 Nissan Almera 1.0 VLT
Chong Mei Ling · submitted 23h ago
2 auto-flag(s)
- pending
2022 Proton X50 1.5 TGDI Flagship
Raj Kumar · submitted 12h ago
2 auto-flag(s)
Moderation signals (SOP 6)
- Duplicate plate. Same plate as a live listing — likely scam or double-post.
- Price anomaly. Asking price >15% below EZAUTO market value triggers a too-good-to-be-true check.
- Low photo count. Listings with a single photo get flagged for quality review.
- Custom vehicle spec. Make/model/variant entered outside the catalogue — reviewed and mapped so valuation & search stay accurate.
- Photo condition mismatch. AI compares uploaded photos against the declared condition grade — unconfirmed claims are held for review, and the valuation re-runs if the grade is corrected.
- Disposable email. Seller signed up with a throwaway email domain.
- Buyer reports. Every listing has a Report button — reported live listings queue here for takedown review with the reasons attached.
Flags assist the reviewer — every approve/reject/takedown decision is logged with the operator and reason.