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Open-source Amazon product research pipeline — discover, cost, and validate flow into a single product dossier.

Open-Source Amazon Product Research: A Free 3-Skill AI Pipeline

Product research is really three questions: what to sell, will it profit, will it sell. product-research-skills is a free, open-source bundle of AI skills that answers all three — discovery, cost, and reviews — and hands you a single GO/WATCH/SKIP verdict. Profitlee powers the margin math.

Product ResearchOpen Source
Amazon versus TikTok Shop — the same product weighed against two different platform fee stacks.

Amazon vs TikTok Shop: Which Is More Profitable in 2026?

Run the same $40 product through Amazon FBA and Fulfilled by TikTok and TikTok usually keeps more per unit — but Amazon's search traffic buys volume TikTok can't promise. Fees, fulfillment, payouts, and a side-by-side margin table.

Amazon FBATikTok Shop
Automating Amazon product research — a keyword flows through Amazon, 1688, and Profitlee into a profit report.

How to Automate Amazon Product Research with AI (Skill + MCP)

Manual product research means juggling ASINs, guessing 1688 costs, and re-keying dimensions into a fee calculator. Here's how a Claude skill and the Profitlee MCP turn a single keyword into a full profit-and-loss report — and how to run it yourself.

AutomationProduct Research
Amazon US FBA fee stack breakdown illustration.

Amazon FBA Fees in the US (2026): Full Cost Breakdown

Most sellers budget '15% and done.' The real US FBA stack — fulfillment, storage, inbound, ads, and returns — often takes 40–55% of the sale price. Here's every layer, plus a $40 worked example.

Amazon FBAUnited States
Abstract ecommerce profit margin calculation illustration.

How to Calculate Ecommerce Profit Margin (Formula + Example)

Net profit margin is simple as a formula but easy to misread when marketplace fees, fulfillment, tax, ads, returns, and storage are missing from the model.

Profit marginGuide
Fulfilled by TikTok versus self-fulfilled — TikTok Shop fulfillment cost comparison.

Fulfilled by TikTok (FBT) vs. Self-Fulfilled: Which Is Cheaper?

FBT hands storage, pick-pack, and shipping to TikTok; self-fulfilled keeps it in-house. Here's how the two models compare on cost, control, and the numbers that actually hit your margin.

TikTok ShopFulfillment
Abstract Amazon FBA versus FBM fulfillment comparison illustration.

FBA vs. FBM: Which Is More Profitable for Amazon Sellers?

FBA trades Amazon-run fulfillment and Prime eligibility for fulfillment and storage costs; FBM keeps control but makes shipping and delivery performance your job.

Amazon FBAAmazon FBM
Abstract Amazon FBA Japan marketplace cost stack illustration.

Amazon FBA Fees in Japan (2026): Fees, Consumption Tax & Duty

Amazon.co.jp pricing has its own fee stack: marketplace fees, FBA costs, import duty, consumption tax, and yen-denominated margin pressure.

Amazon FBAJapan
Abstract Amazon FBA Germany marketplace cost stack illustration.

Amazon FBA Fees in Germany (2026): Referral, Fulfillment, Duty & VAT

Selling with FBA on Amazon.de adds European import duty and German VAT to the normal marketplace fee stack. Here's how to think through each layer before you price a SKU.

Amazon FBAGermany