Amazon Listing Optimizer AI Agent

Stop paying $50–150 per listing on Fiverr. Turn product specs into a complete, paste-ready Amazon Seller Central listing in under 2 minutes.

Amazon Listing Optimizer is a production-ready AI agent — not a generic ChatGPT prompt. It delivers structured, compliance-aware copy every time.

## What you get every run

- 3 title variants (A/B/C) — mobile-optimized, 200-char compliant

- 2 bullet sets (5 bullets each) — feature → benefit → proof

- Full product description

- 250-byte backend search term string

- Keyword placement map

- A+ Content module outline

- 10 PPC seed keywords with match types

- Amazon TOS quality audit

- Category compliance rules (supplements, beauty, electronics, kids, food)

## Bring your own AI

No AI subscription included. Works with:

- ChatGPT (Custom GPT or Custom Instructions)

- Claude (Projects)

- Cursor (subagent + interactive slash command)

- Google Gemini, Microsoft Copilot, or any API

Open CHOOSE-YOUR-AI.md → pick your platform → paste → run. Setup takes 2 minutes.

## Two Cursor modes included

- Subagent — one-shot full listing with smart [ADD: ...] placeholders

- Slash command — ask questions, iterate on bullets in the same chat

## Pair with keyword tools

Already use Helium 10, Jungle Scout, or keyword research tools? Paste your keywords + product info → get the full listing. This agent writes copy. Keyword tools find terms.

## What's in the zip

- Master prompt + brains for every major AI platform

- Cursor agent + slash command files

- HUMAN.md — copy-paste example prompts

- LICENSE — personal & business use

## What it does NOT do

- No search volume data

- No auto-publish to Amazon

- Not legal advice — flags compliance gaps, doesn't replace a lawyer

## Who it's for

Amazon FBA/FBM sellers, agencies, VAs, and brand owners who need listing copy fast. Unlimited products. One purchase, use forever.