Are these Amazon Ads resources free?

Yes. Every prompt library, playbook, and Claude skill on this page is free to read and copy, with no signup. Running the prompts against your own account data requires a Marketplace Ad Pros plan and a connected Amazon Ads or Seller Central integration.

Which AI clients do these prompts work with?

Any MCP-compatible client — Claude Desktop, Claude Code, ChatGPT, Codex, n8n, and others. The prompts are written in plain language rather than against a specific client's syntax.

What is the difference between a prompt library and a Claude skill?

A prompt library is a set of copy-paste prompts you paste into a chat. A Claude skill is a downloadable bundle that teaches Claude a workflow up front, so you do not have to re-explain the process each session. Skills are marked on this page and can be downloaded individually or as one bundle.

Free Amazon Ads Resources

Prompt libraries, playbooks, and Claude skills for running Amazon Ads and Seller Central through Claude, ChatGPT, or any MCP client. Copy what you need — no signup, nothing gated.

Connect Your Account Download the Skills

Amazon Seller Agent for Claude Code

A starter repo that turns Claude Code into a full-time operator for your Amazon business — wired to the Marketplace Ad Pros MCP, with 10 skills bundled and a place to track brands, initiatives, and reports across sessions.

Claude CodeMCP10 SkillsStarter Repo

50 Amazon Ads Prompts for Claude & ChatGPT

Ready-to-use prompts for reporting, optimization, diagnostics, and more. Based on real agency workflows.

ReportingOptimizationDiagnostics

Getting Consistent Results from Claude & ChatGPT

Stop hallucinated data and wrong-account mistakes. 5 proven strategies to get reliable, accurate results every time.

MCP SetupClaudeChatGPTBest Practices

16 Listing Audit Prompts for Claude & ChatGPT

Audit your Amazon listings for quality issues, RUFUS optimization, hijacking detection, and compliance problems.

Listing QualityRUFUSHijackingCompliance

30 Seller & Vendor Central Prompts for Claude & ChatGPT

Inventory health, fee analysis, reorder planning, sales trends, and vendor insights. Cross-reference with ads data for smarter decisions.

InventoryFeesSalesVendor CentralReorder Planning

Amazon Marketing Stream (AMS) Playbook

Hourly Sponsored Products data through the AI analyst. Prompts for pacing, intraday performance, budget alerts, joining AMS with the daily reports, and the dayparting → sp_optimization_rules closed loop.

AMSHourly DataSponsored ProductsDaypartingOptimization Rules

Amazon DSP Prompt Library for Claude & ChatGPT

Ready-to-use DSP prompts: ASIN-level attribution, creative performance, audience reach, conversion sources, and funnel gap analysis.

DSPProgrammaticAttributionCreativeASIN Performance

Experiments Prompts for Claude & ChatGPT

Ready-to-use prompts for driving Marketplace Ad Pros experiments through your AI client — review proposals, work the current action, log changes, and complete tests.

ExperimentsOptimizationClaudeChatGPTMCP

11 Keepa Workflows for Claude & ChatGPT

Bring-your-own-key Keepa prompts that join competitor price/BSR/Buy Box history with your own Ads and Seller Central data. Single-source, +Ads, +SC, and flagship all-three workflows.

KeepaCompetitive IntelligenceBuy BoxBSRClaudeChatGPTMCP

AWD Visibility Guide

Copy-paste prompts for AWD warehouse inventory, inbound shipments, and AWD-to-FBA replenishment orders — true totals, stuck shipments, blocked replenishments, and AWD-aware reorder dates.

AWDInventorySeller CentralClaudeChatGPTMCP

Skill

Amazon Ads Skill for Claude

Drop-in Claude skill that teaches Claude how to use the Marketplace Ad Pros MCP tools for reporting, optimization, and bid recommendations.

SkillClaudeMCPReporting

Skill

Amazon Product Launch Skill

Launch a new product so organic rank sticks. Research-first playbook for the semantic-discovery era — map the product's neighborhood, build the PDP as an answer engine, and structure launch campaigns with day-one negatives, all through the MCP.

SkillClaudeProduct LaunchNew ProductSemantic Discovery

Skill

Amazon Seasonal & Holiday Events

Prep, run, and measure a major sales event — Prime Day, Prime Big Deal Days, Black Friday / Cyber Monday, and the holidays. A phased prep countdown plus the full post-event analysis, all through the MCP.

SkillClaudePrime DayBlack FridaySeasonal

Skill

Wasted Ad Spend Dashboard

Live Sponsored Products waste analysis rendered as an interactive React artifact — search terms burning clicks with zero conversions, ranked by cost.

SkillClaudeAmazon AdsSearch TermsDashboard

Skill

Search Term Harvest Dashboard

Live harvest analysis rendered as an interactive React artifact — high-CTR broad/phrase search terms to promote to new exact-match keywords, ranked by revenue.

SkillClaudeAmazon AdsSearch TermsDashboard

Skill

Amazon Title Optimizer Skill

Get ahead of Amazon's 75-character title limit. Finds your long titles, mines real search queries and review insights, and rewrites titles to fit 75 chars without losing the brand, dose, count, and benefits that actually sell.

SkillClaudeListing QualityTitles75 Characters

More from Marketplace Ad Pros

Guides, comparisons, and reference pages for Amazon advertisers.

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