Amazon Seller Platform Audit Tool
SellerTrace starts with the mess: raw facts, platform statements, contradictions, and missing evidence — then turns scattered Amazon seller cases into structured, escalation-ready audits.
"Paste the raw case. Preserve the contradictions. Label the certainty. Let the system’s behaviour emerge."
PakChoyTheatre_AmazonUniversity
A living comic-audit section where Pak Choy and other vegetables turn platform contradictions into memorable Amazon University episodes.
"The vegetables learned the policy, but the machine graded the hidden workflow."
What SellerTrace does
SellerTrace does not make complaints louder. It makes platform failure legible, testable, and reusable.
01 / Raw case intake
Gather catalogue requests, case IDs, order IDs, ASIN screenshots, emails, forum posts, seller links, and browser residue — before any interpretation begins.
02 / Evidence separation
Separate observed facts, seller reports, platform statements, inferences, contradictions, unknowns, and missing evidence.
03 / Audience-ready output
Turn structured evidence into support-safe replies, moderator-facing posts, internal audit summaries, public articles, book paragraphs, and reusable pattern tags.
Audit modules
Each module starts from a visible seller symptom, then traces it back to platform state, responsibility boundaries, and missing feedback loops.
Catalogue / Listing Integrity
Brand attribution errors, stale catalogue state, variation mismatches, flat-file failures, and detail page corruption.
Returns / Refund / Carrier
Return labels, Refund at First Scan, SAFE-T claims, reimbursement statements, carrier responsibility, and boundary errors between refund, fulfilment, and reimbursement logic.
Featured Offer / Price Engine
Buy Box anomalies, internal competitor errors, external price comparator mismatches, override failures, and recurring Featured Offer loss.
Compliance / Account Health
Retroactive compliance notifications, deleted ASINs, unresolved liability, policy contradictions, and historical account-association traps.
Support Routing / Case Handling
Bot loops, wrong-department routing, contradictory advice, unresolved case closures, and forum escalation as an alternative resolution path.
Advertising / Visibility / Search
Ad spend anomalies, sudden rank shifts, browse-node changes, listing invisibility, traffic collapse, and opaque reporting surfaces.
Pattern library
SellerTrace turns individual seller cases into a pattern language — so failures can be compared, counted, escalated, and taught.
Return-State Collapse
Separate return events — authorisation, label creation, carrier scan, refund trigger, and reimbursement — are treated as one state, collapsing evidence, timing, and liability into a single platform outcome.
Catalogue Contribution Trap
Platform catalogue logic accepts or processes changes outside the seller’s visible control, then leaves the seller exposed to attribution, compliance, or listing-state liability they cannot fully inspect or reverse.
Override Without Feedback Loop
A manual correction restores the visible outcome without changing the rule, signal, or engine that caused the failure. The symptom disappears; the recurrence path remains intact.
Externalised QA
Sellers become the unpaid detection layer for platform defects they did not create, while the audit cost, escalation effort, and resolution risk are shifted onto them..
“Amazon is not just a marketplace. It is a live textbook of what happens when platform automation outpaces accountability.”
The SellerTrace Book Project
Paste the raw material. Preserve the contradictions. Label the certainty. Let the audit reveal the system’s behaviour.