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ListingGood — AI Recommendation Engine (Skills + MCP)

Make AI recommend your products. ListingGood is the engine that helps Amazon's AI — Alexa for Shopping, the COSMO intent model, and agentic auto-buy — find, trust, and recommend your listings. It does this through three things: compliance, AI writing, and appeal rescue.

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Why this exists

Amazon's discovery front-door has moved to AI. A listing that is not machine-readable and compliance-clean is far less likely to be cited inside Alexa for Shopping, COSMO answers, or agentic buying flows. Traditional seller tools tell you what to sell — they don't tell you whether your listing will be recommended.

ListingGood closes that gap:

  • Compliance pre-check — flags risky claims and category issues before you publish (free, no login).

  • AI readability — scores how well Amazon's AI surfaces can parse and cite your listing.

  • AI writing — generates compliant titles, bullets, and descriptions.

  • Appeal rescue — drafts a Plan of Action (POA) when a listing is suppressed.

The combined result is an AI Recommendation Readiness Score = compliance × 0.55 + AI readability × 0.45.

Related MCP server: SellerChamp MCP Server

What's in this repo

This repository bundles ListingGood's agent skills and MCP server config so AI agents and power users can call ListingGood programmatically:

Package

What it does

listinggood-expert

All-in-one Amazon listing expert: write · compliance pre-check · appeal rescue

listinggood-amazon-listing-optimizer

High-conversion listing generation (title + bullets + description)

listinggood-amazon-compliance-auditor

Compliance audit with Critical/Warning/Info grading

listinggood-deep-compliance

Deep, knowledge-base-backed compliance report

listinggood-appeal-rescue

POA drafting + negative-review root-cause analysis

listinggood-amazon-title-optimizer

A9/A10 title optimization

listinggood-amazon-bullet-writer

Benefit-led bullet points

listinggood-amazon-eu-localization

EU marketplace (DE/ES/FR/IT) localization

MCP server

7 tools (free check, deep scan, AI generation, POA, …) + vertical MCPs (Electronics / Toys / Beauty / Home)

Quick start — connect the MCP

  1. Get a free API key at listinggood.com/developers.

  2. Copy the one-click config for Claude Desktop or Cursor (also shown on the Developers page).

  3. Restart your client. ListingGood's tools appear as available MCP tools.

The MCP endpoint is https://listinggood.com/mcp (API key from your dashboard). No local install required.

Try it now (no account)

Run a free compliance + AI-readability check at listinggood.com/scan — paste your title and bullets, get a report in seconds.


ListingGood AI Recommendation Engine — make AI recommend your products.

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license - not found
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maintenance

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