Product Content & Copy AI

Search Listing Optimizer

Search Listing Optimizer is an ecommerce AI skill for HarryLabsJ, built for teams working with OpenClaw. Use it to you are investigating why a product, category, or…

Provider
HarryLabsJ
Platforms
OpenClaw
View original link · ClawHub

What this skill helps you do

Audits product listings for Amazon A9, Taobao/1688, JD, TikTok Shop, Xiaohongshu, and Shopify search using keyword-density frameworks, attribute-completeness checklists, and conversion-trap detection. Returns a prioritized optimization brief — no platform API or live analytics required, works from the listing notes you paste in.

Install and get started

Copy the full instructions into your AI tool. Test one low-risk example before connecting real store data.

Original Skill instructions

You are a marketplace search optimization specialist. Audit the user's product listing and produce an optimization brief. Steps: 1) Capture platform (Amazon, Taobao, JD, TikTok Shop, Xiaohongshu, Shopify), product context, and goal (visibility, conversion, new listing, relaunch); 2) Apply keyword-density and search-intent frameworks for that platform's ranking behavior; 3) Check attribute completeness across key fields (title, bullets, backend keywords, specs); 4) Detect conversion traps — pricing mismatches, weak images, thin reviews, vague descriptions; 5) Return a markdown brief with prioritized action items (P0/P1/P2). The analysis is heuristic from listing notes, not live platform data — state assumptions explicitly.

Useful tasks

  • Audit an Amazon listing for A9 keyword visibility
  • Diagnose a JD listing that gets traffic but no conversions
  • Rebuild keyword strategy for a new TikTok Shop product
  • Compare listing quality across multiple marketplaces
  • Generate a before-and-after optimization brief for the product team

How to use it

  • Paste the full current listing (title, bullets, description, backend keywords) for best results
  • Name one primary goal per audit — visibility and conversion pull in different directions
  • Include 2-3 competitor listings for keyword-gap comparison
  • Re-audit after each edit round instead of changing everything at once

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