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Inventory Ledger and Fee Reviews with ChatGPT for Amazon Sellers

Seller task
Review account charges and the inventory ledger for anomalies and reimbursements
Agent / tool
ChatGPT
Source
X post by Arbitrage Ops (@ArbitrageOps)
Date
Jun 11, 2025

What they did

The tip: tell ChatGPT it's an Amazon account specialist familiar with Amazon's terms of service and policies, then ask it to write POAs to get inventory reinstated, write account-health appeals, review all charges to find anomalies, review the inventory ledger to find reimbursements, and draft messages to support.

How it went

This is a tip post with no outcome reported. It's one of the most-liked practical Amazon ChatGPT tips found in this research (100+ likes).

We only report what the source says. Results are self-reported unless noted.

Worth knowing

Check any policy claims against Seller Central help pages. LLMs can cite outdated policy.

Copy-paste prompt

Starter prompt (written by us)
You are an Amazon account specialist familiar with all of Amazon's terms of service and FBA policies. I'm pasting my Inventory Ledger (detailed view) and my fee/transaction report for the last 18 months.
1. Find units that were lost, damaged, or missing at fulfillment centers or inbound and not later found or reimbursed.
2. Find customer returns refunded more than 45 days ago where the unit was never returned or reimbursed.
3. Flag any fee charges that look inconsistent with the product's size tier.
Output a table per finding (FNSKU, date, quantity, reason, evidence row) and draft the Seller Support message for each.

The source didn't publish its exact prompt. We wrote this starter so you can try the same workflow. Replace anything in [brackets].

Original source

https://x.com/ArbitrageOps/status/1932812796900548688

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