Logimu expands shopping connector to 11 Amazon marketplaces and barcode lookup

Logimu has expanded its shopping data connector for Claude, ChatGPT and other AI assistants to cover 11 Amazon marketplaces plus Walmart US, with barcode-based product lookup and richer product records. The update also adds bulk job pricing estimates before execution, a free tier and broader history for price, stock and ranking data.

Why it matters: - Logimu is trying to make AI shopping answers more accurate by matching products through barcodes instead of only product links or text. - The update also gives assistants and developers more inventory, pricing and history data across major marketplaces. - The connector now supports bulk workflows with upfront cost estimates, which can reduce trial-and-error for larger data jobs.

What happened: - Logimu expanded Logimu Shopping MCP, its shopping data connector for Claude, ChatGPT and other AI assistants. - The connector now covers 11 Amazon marketplaces plus Walmart US. - Supported Amazon marketplaces now include the United States, United Kingdom, Germany, France, Italy, Spain, Canada, Mexico, Brazil, Japan and Australia. - The expansion adds barcode input through GTIN, UPC and EAN. - Logimu said the connector now returns richer product records and deeper history data.

The details: - Product records can now include descriptions, image galleries, feature bullets, category paths, variations, featured customer reviews, stock state and the date each field was last seen. - The warehouse behind the connector tracks more than 24 million products. - Prices are returned in each marketplace's local currency. - Seven ready-made prompts ship with the connector. - The product search ranking uses Amazon-reported units bought in the past month, review count, average rating and stock status. - Ranked per-category shortlists weigh more than text relevance, so results can come from every relevant category. - An API key unlocks price history, stock history, buy-box seller history and rank history. - Rank history reaches back to 2023 in the US. - Rank history reaches back to April 2026 in the UK. - Other markets have a shorter history window. - Up to 10,000 products can be uploaded as a CSV in the browser or sent through the bulk product data API. - Bulk jobs can be scheduled daily, weekly or monthly. - Completed jobs can be delivered as CSV or JSONL by download, email or webhook. - Progress and results appear in the dashboard. - Before a bulk job runs, an estimate shows how many rows come from the warehouse, how many need a fresh lookup and what the job will cost. - That estimate is free and is never billed. - Live-scrape product APIs cannot provide the same upfront pricing estimate, because the job must run before its cost is known.

Between the lines: - The barcode option should reduce mismatches on products that differ by size, color or model. - The ranking formula suggests Logimu wants shopping assistants to prioritize items with real demand, not just keyword matches. - The bulk pricing estimate is aimed at non-developers as well as developers, since the workflow can be run end to end from the dashboard.

What's next: - The free tier still requires no signup and offers 30 queries a day plus three tools at Logimu's MCP endpoint. - Claude users can add the connector under Settings, then Connectors; other Model Context Protocol clients can add it as a remote server. - A free API key with no card adds 500 credits and unlocks full history, a fourth live marketplace search tool, on-demand live lookups and bulk jobs. - Documentation is available at Logimu's docs. - Logimu says its tools read marketplace data and do not buy anything on a user's behalf. - Logimu says every figure carries the date it was observed and that it has no affiliate or seller relationship with any product its tools return.

The bottom line: - Logimu is betting that better product matching, more complete records and predictable bulk pricing will make AI shopping tools more useful for both consumers and power users.