Case Studies

Documented cases, not testimonials

Every case below links to a published, fully written article. Each one documents a specific sourcing situation — what was checked, what the numbers were, and what changed as a result.

By Product Category

More cases are documented every month. Client names, ASINs and supplier names are always anonymized.

Deep Dive Articles

Tooling & ownership

Who Owns the Mold in China? A $30,000 Case Study

What happens when a brand pays for tooling without written ownership — and the contract terms that prevent it.

Read the case →

Negotiation

Did My Agent Actually Negotiate the Price? The Chat Log Test

A documented method for checking whether the "negotiated" price came from the factory or from the agent's own margin.

Read the case →

Supplier integrity

Agent Switched Suppliers: 6 Forensic Methods to Catch Them

The evidence trail that reveals a substituted supplier — packaging, tooling marks, material and paperwork.

Read the case →

Cost audit

How to Audit Your 1688 Agent Invoice: Step-by-Step with a Real Example

A line-by-line walkthrough of an actual agent invoice, showing where padding appears and how to check each figure.

Read the case →

Landed cost

$10,000 Order Cost Comparison: DIY vs Black-Box Agent vs Transparent Agent

The same order priced three ways, with every cost line exposed so the difference is verifiable rather than claimed.

Read the case →

Supply chain

Amazon Seller Supply Chain Optimization: 15% Cost, 4.7 Reviews

How packaging and sourcing decisions affect FBA fees, damage rates and the review score that follows them.

Read the case →

Want your own situation documented?

Send the supplier, quote or sample you are unsure about. We will tell you what we would check first.