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Product Listing & E-commerce Copy Gate
The Product Listing & E-commerce Copy Gate is an adversarial reviewer for product listings on marketplaces like Amazon, Shopify, Etsy, and eBay.
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See it in action
You say
Review this product listing: Title: Best Water Bottle EVER - Premium Quality Bullets: High quality. Great for everyone. You will love it. Description: A really nice water bottle for all your needs.
Your agent does
VERDICT: REVISE TITLE: weak - vague hype with no capacity, material, or use case shoppers search for. BULLETS: feature-only - "high quality" and "great for everyone" state no concrete benefit. TRUST: thin - no dimensions, material, or capacity; the shopper cannot picture the product. CLAIM SUPPORT: "Best EVER" and "Premium Quality" are unsupported superlatives. FRICTION: shopper cannot answer basic questions (how big, what material), so they bounce. TOP 3 FIXES: put capacity, material, and use case in the title; rewrite bullets as concrete benefits; add specs and one proof point.
What you get
About this skill
The Product Listing & E-commerce Copy Gate is an adversarial reviewer for product listings on marketplaces like Amazon, Shopify, Etsy, and eBay. You paste the listing copy and it reads it the way a skeptical shopper and a marketplace conversion specialist would — then returns a structured verdict. It does not rewrite your listing or generate copy.
It runs five passes — title, bullets and benefits, trust and specifics, claim support, and conversion friction — and returns a structured PUBLISH / REVISE / HOLD verdict with the highest-impact fixes first. It is built to be the last check before a listing goes live or an ad points at it, when the seller is too close to the product to see the specifics a shopper actually needs.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Creator
PubsProToolkit builds rigor-first skills for AI agents — they write your docs and content properly, then adversarially review them to catch what's wrong before it ships. The result: cleaner output and a hard quality gate in one toolkit. Built by a CMPP-certified, PhD medical writer who brings regulated-industry standards to developer docs, content, compliance, and research integrity.
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