AIFBA Amazon Listing Analyzer for OpenClaw

AIFBA Amazon Listing Analyzer for OpenClaw is a cloud-powered OpenClaw plugin for Amazon sellers who want one-click Amazon listing analysis, competitor-backed listing optimization, and a shareable web report without exposing any local scraping or internal ranking logic.

This plugin is built for users searching for:

• OpenClaw Amazon plugin
• OpenClaw plugin for Amazon sellers
• Amazon listing analysis in OpenClaw
• Amazon listing optimization plugin
• OpenClaw Amazon seller tools

What This OpenClaw Plugin Does

With a single Amazon product URL, the plugin sends the task to AIFBA cloud services and returns:

• an Amazon listing analysis job id
• job status inside OpenClaw
• a concise optimization summary
• a full AIFBA web report for deeper review

The current MVP ships one primary tool:

• aifba_analyze_listing

And one status tool:

• aifba_get_listing_analysis_status

Why Amazon Sellers May Use This Plugin

This plugin is designed for Amazon sellers, Amazon agencies, and Amazon operators who want to:

• analyze an Amazon listing inside OpenClaw
• identify competitor-backed optimization opportunities
• review title and bullet improvement directions
• open a structured web report from AIFBA
• keep the heavy analysis in the cloud instead of inside the plugin

What Stays on AIFBA Cloud

This OpenClaw plugin is intentionally thin.

It does not expose:

• Amazon data fetching logic
• competitor selection logic
• scoring or ranking logic
• provider routing or fallback logic
• billing, refund, or cost control logic
• internal prompts or execution strategies

The plugin only handles:

• AIFBA account authentication
• sending the analyze request
• polling job status
• returning the result summary and web report link

Installation

If published to npm, install it with:

openclaw plugins install aifba-amazon-listing-analyzer-openclaw

For local development:

openclaw plugins install ./openclaw/aifba-analyze-listing-plugin

Plugin Configuration

Required or useful config fields:

• email
  • Your AIFBA account email
• password
  • Your AIFBA account password
• apiBaseUrl
  • Default: https://api.aifba.xyz/api/v1
• siteBaseUrl
  • Default: https://aifba.xyz
• defaultLanguage
  • en or zh
• defaultMarketplace
  • Current MVP supports US

Example Use Cases

• "Analyze this Amazon listing and tell me the biggest optimization gaps."
• "Run an Amazon product listing analysis for this ASIN page."
• "Check the status of my AIFBA Amazon listing optimization job."

Output You Can Expect

The plugin returns:

• job id
• status
• module label
• short summary
• preview of the main recommendation
• AIFBA web report link

Who Should Publish This Plugin

This repository is best positioned as:

• an OpenClaw plugin for Amazon sellers
• an Amazon listing analyzer for OpenClaw users
• an AIFBA integration entry point for Amazon product optimization

That positioning helps GitHub, npm, search engines, and AI agents understand what the plugin is for.

Safety Note

All heavy analysis runs on AIFBA cloud infrastructure.

This repository does not publish AIFBA's internal Amazon crawling logic, algorithmic logic, provider keys, model-routing logic, or execution chain.