Marketplace intelligence workflows for Amazon, Walmart, TikTok Shop, Shopee, TEMU, and 1688 sellers — powered by MCP and AI agents.
You are a seller. It is Monday morning. You need to find your next product.
You are looking at your Amazon ads dashboard. ACOS is up. You do not know which keyword is the problem. Your spend...
Everyone is looking at the same Best Seller lists. The real opportunities are in categories with high demand and low competition —...
A seller running on Amazon US also lists on Walmart. Their team is testing TikTok Shop. The ops lead monitors Shopee across...
You are staring at a competitor’s listing. They are ranking #1. You need to know: what keywords drive their traffic, how often...
The same yoga mat sells for $19.99 on Amazon and $34.99 on Walmart. Finding these gaps manually means checking products one by...
Every morning you should know: what’s moving in your categories, which competitors changed prices, what new products entered your space. Most sellers...
You just cloned the repository. The install script finished. Your AI agent has discovered the tools. Now what.
You have run every keyword tool. The dropdown menus, the reverse ASIN lookups, the search volume estimators. You are bidding on the...
You ran out of stock on your bestseller. You lost the Buy Box. It will take two weeks to recover your ranking....
You wrote a title. You picked keywords. You uploaded images. Now you wait. But what if your AI could tell you exactly...
You’ve heard about APIs. You know they can connect your tools. But you don’t have an engineering team to build integrations. Every...
You hear “command line” and your eyes glaze over. You’re a seller, not a developer. But here’s the thing: MCP isn’t just...
You found a product. Now you need to calculate FBA fees, shipping, referral fees, cost of goods, and break-even. You open a...
Your competitors’ negative reviews are a goldmine of product improvement ideas. But reading thousands of reviews manually is impossible. A single best-selling...
Every seasonal selling cycle presents the same two-sided dilemma. Order inventory too early and capital sits frozen in a warehouse for months,...
Before MCP: open browser, log into 3 tools, export CSVs, merge in Excel, format tables, write summary. Repeat daily. After MCP: type...
Every Monday you export CSVs from 3 tools, merge them in Excel, and spend 2 hours making sense of it. By Tuesday...
You’re staring at your campaign manager. ACOS is climbing on three campaigns. You need to adjust bids on 47 keywords. This used...
Every morning you export data from Seller Central, open Excel, run the same pivot tables, format the same charts. By the time...
Your ACOS is 40%. You are bidding on keywords you found 6 months ago. You do not know which ones actually convert....
You ran out of stock on your bestseller. You lost the Buy Box for 3 days. Your organic ranking dropped 12 positions....
Most US sellers approach 1688 like this: search for a product → find a supplier with decent photos → message them on...
Most Walmart sellers only look at Walmart. They check their own category, monitor their direct competitors, and optimize within that bubble. But...
You do not need to be a developer. You do not need to understand APIs. If you can copy and paste three...
Your Claude Code agent can write Python, debug your CI pipeline, and refactor a codebase in seconds. But ask it “which yoga...
Southeast Asia’s e-commerce market passed $100 billion in 2025. Shopee alone serves 8 countries with distinct languages, currencies, and consumer behaviors. For...
A Bluetooth earbud accessory went from 0 to 8,000 monthly units on TikTok Shop in under 45 days. By the time it...
Walmart’s marketplace has over 150,000 sellers. That is roughly 10% of Amazon’s seller count — on a platform that generates over $80...
The most expensive mistake in e-commerce is not a failed ad campaign. It is ordering inventory for a product that was never...
Claude Code. OpenClaw. Cursor. Copilot. Hermes Agent. You have probably heard that AI agents can automate your seller operations — but which...
Every e-commerce category has gaps — subcategories where buyer demand exists but product supply is weak. These gaps are invisible if you...
Most sellers calculate profit in their head. Price minus cost minus FBA fee — “seems okay.” Then they wonder why their bank...
A seller checking competitor reviews spends 20 minutes per ASIN. Scroll through 100 reviews. Copy-paste the recurring complaints into a spreadsheet. Try...
If you have done keyword research on Amazon, you know the playbook: pull ABA data, check search volume, analyze CPC, find long-tail...
Temu is the most controversial topic in e-commerce right now. Depending on who you ask, it is either a race-to-the-bottom price destroyer...
A seller recently spent $2,000 on TikTok Shop creator collaborations. Three creators. Twelve videos. Total sales: 14 units. Return on investment: negative...
Every week there is a new AI tool for Amazon sellers. AI listing optimization. AI PPC management. AI inventory forecasting. The tools...
Amazon’s FBA fee schedule has over 70 line items across size tiers, weight categories, and special handling classifications. Most sellers check the...
Your top competitor is ranking for 200+ keywords on Amazon. You are ranking for 40. The gap is not your product —...
The question comes up in every e-commerce forum: “Can I sell on Shopee from the US?” The answer is yes — with...
Selling on Shopee from outside Southeast Asia means shipping products across borders to customers in Vietnam, Thailand, Indonesia, Malaysia, the Philippines, and...
TikTok Shop product launches follow a different physics than Amazon or Walmart. On Amazon, a launch is a slow build — keyword...
Seller: Beginner | $10,000 Budget | Private Label | Amazon US Date: 2026-08-04 Previous Cycle: Yoga Mats → REJECTED (category structurally hostile)...
Seller Profile: Beginner | $10,000 Budget | Private Label Platform: Amazon US (amz_site=US) Date: 2026-08-04 P0: Parameters Confirmed Parameter Value Category Yoga...
A typical Amazon seller spends 3-4 hours on product research for every new product they consider. Open 8 browser tabs. Cross-reference prices....
Most sellers check their Account Health page exactly once: when Amazon sends a warning notification. By then, the Order Defect Rate has...
A seller checks competitor reviews once a month — if they remember. They scroll through 50 reviews, copy complaints into a spreadsheet,...
The typical seller workflow: log into Seller Central → check orders → log into advertising console → check ACOS → log into...
Most sellers register for Brand Registry because they want protection from hijackers. That is the right reason — but if you stop...
A competitor drops their price by $3. Their BSR improves from #2,400 to #890 in 48 hours. Your sales dip 15% and...
Your top competitor ranks for 200+ keywords. You rank for 40. The gap is not your product — it is your keyword...
We ran the same product research task two ways. Task: find 10 product opportunities in the Pet Supplies category on Amazon US...
When US sellers think about expanding internationally, the default targets are the UK, Canada, and Germany — English-speaking markets with familiar consumer...
Selling on Shopee from outside Southeast Asia is viable. The cross-border logistics program handles warehousing, customs, and last-mile delivery. You ship inventory...
A seller spent $2,000 on TikTok Shop creator collaborations. Three creators. Twelve videos. Total sales: 14 units. The mistake: picking creators by...
Disclosure: This article is published by Sorftime, the company behind the Sorftime Seller Agent CLI and the free trial linked below.
Disclosure: This tutorial is published by Sorftime, the company that builds and operates the open-source MCP server featured in this guide.
Disclosure: This article is published by Sorftime, the maker of the tools linked below.
Disclosure: This article was written by the Sorftime team; Sorftime is the maker of the tools linked below.
Disclosure: This article is published by Sorftime, the developer of the Sorftime Seller Agent tool referenced below; Sorftime has a financial interest...
Disclosure: This article is published by Sorftime, a commercial marketplace data platform, and promotes its free trial.
Disclosure up front: we build sorftime-seller-agent, an open-source MCP server for marketplace data. More on that below. One more disclosure for fairness:...
If you sell on more than one marketplace, your cost structure changed while you weren’t looking. In the last twelve months, several...
Every hour you spend wiring, rewiring, and troubleshooting how your AI tools connect is an hour you’re not looking at your numbers....
Every AI tool subscription you hold is a decision you’ve already paid for. The question is whether it’s earning its line item....
If you’re a US or UK seller looking at Southeast Asia as a second market, the first question isn’t “is there demand”...
Reselling on Vinted is a numbers game: find underpriced items before anyone else, price competitively, respond to new listings fast. Manual research...
Every tool you pay for is about to change how you access it. A June 2026 essay, “MCP is the new SaaS,”...
git clone https://github.com/DannylydST/sorftime-seller-agent && cd sorftime-seller-agent && python3 scripts/install.py
Works with Claude Code, Codex CLI, Cursor, OpenClaw, Hermes, Pi, or any MCP-compatible agent.
Built for sellers. By sellers.