DataDoe Academy The AI Playbook for Amazon OperatorsFree lessons for sellers

Learn how top sellersto
run Amazon with AI

Five short playbooks on connecting Seller Central, Vendor Central and Ads
to Claude, ChatGPT or any AI — so it can read your Amazon data and take action.

Five short playbooks on connecting Amazon to Claude, ChatGPT or any AI, so it can read your data and take action.

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  • 5 lessons · 23 min
  • Beginner friendly
  • Claude, ChatGPT & more
Works with Claude, ChatGPT and every AI you already useWorks with Claude, ChatGPT and any AI
Claude ChatGPT Gemini Gemini CLI Cursor Codex GitHub Copilot Copilot Perplexity Grok Hermes OpenClaw Slack Viktor n8n
• GET STARTED

From first connection
to full autopilot

Five free lessons on running Amazon with AI. By the end your AI reads your Amazon data,
pushes changes back to Seller Central and runs the busywork on a schedule.

By the end your AI reads your Amazon data, writes changes back and runs the busywork on a schedule.

  1. Connect Amazon to your favourite AI assistant — DataDoe Academy lesson 01
    Lesson 01·4:28

    Connect Amazon to your favourite AI assistant

    Link Seller Central, Vendor Central and Amazon Ads to DataDoe once, then work with your account in any AI that speaks MCP.

    What is inside

    The MCP connection works straight away with any AI you already use. Recent Amazon data lands first and the history backfills behind it, so you can work while it syncs.

    Prompts to try

    What were my total sales and units last month?
    Show me my sales by marketplace for the last 30 days.
    Setup guidesData scheme

    Chapters

    1. 0:00Ask your Amazon data questions in plain English
    2. 0:50Start your 14-day DataDoe free trial
    3. 1:21Connect your Amazon Seller Central account
    4. 1:34Pick your marketplace, seller or vendor
    5. 1:42Authorise DataDoe as an Amazon partner
    6. 1:49Connect your Amazon Ads profile
    7. 2:09Set access to read and write for PPC and listing changes
    8. 2:31How long the first Amazon sync takes
    9. 2:38Find your DataDoe MCP URL
    10. 3:00Add DataDoe as a connector in Claude
    11. 3:22Set read and write tool permissions
    12. 3:31Ask your first question about your Amazon account
    13. 4:11Get help if the connection fails
  2. Analyze sales, PPC, fees and any Amazon metric with AI — DataDoe Academy lesson 02
    Lesson 02·4:22

    Analyze sales, PPC, fees and any Amazon metric with AI

    Ask anything in plain English and get one answer from sales, ad spend, fees and inventory, all joined in one place.

    What is inside

    Five prompts you can run the moment your data lands: top products, ad spend by campaign type, worst campaigns by ACOS and every fee on a settlement.

    Prompts to try

    What were my top 10 products by sales last month?
    Show me my 10 worst performing ad campaigns by ACOS in the last 30 days, with spend and sales.
    Data schemeAll docs

    Chapters

    1. 0:00Your DataDoe home screen after the first sync
    2. 0:22Top 10 Amazon products by sales last month
    3. 0:46Why the wording of your prompt changes the answer
    4. 0:54Amazon ad spend and ACOS split by ad type
    5. 1:21Find your 10 worst Amazon PPC campaigns
    6. 1:45Every Amazon settlement fee, largest first
    7. 2:04How far back Amazon API data actually goes
    8. 2:24Building your own Amazon data history in BigQuery
    9. 3:05Turn any answer into a chart
    10. 3:13Browse the Amazon data scheme
    11. 3:35Set data retention and cut storage costs
    12. 4:01Where the docs are
  3. Let your AI take actions on your Amazon account — DataDoe Academy lesson 03
    Lesson 03·5:51

    Let your AI take actions on your Amazon account

    Most AI tools connected to Amazon can only read. This one writes back: pause campaigns, fix bids and rewrite listings in chat.

    What is inside

    Every write runs as a dry run first. You see the before and after, nothing reaches Amazon, and you decide whether to apply it. Every change that does go through is logged in your account.

    Prompts to try

    Pause my 10 worst campaigns by ACOS. Dry run only, show me before and after.
    Rewrite my bestselling product description to lead with the main benefit. Dry run only.
    Actions docsSetup guides

    Chapters

    1. 0:00What you can change on Amazon with AI
    2. 0:16Set your account to read and write access
    3. 0:31The actions log: every change, recorded
    4. 0:47Enable Seller Central and Amazon Ads actions
    5. 1:04Where the actions documentation lives
    6. 1:19Allow write tools in your Claude connector
    7. 1:40Find your 10 worst Amazon PPC campaigns by ACOS
    8. 1:58What dry run does and why it matters
    9. 2:14Pause Amazon campaigns with a dry run first
    10. 2:30Reading the before and after
    11. 2:57Applying the change to Amazon for real
    12. 3:20Editing an Amazon listing with AI
    13. 3:31Pull title, description, bullets and images
    14. 4:10Rewrite an Amazon product description
    15. 4:31Dry run the listing change
    16. 4:57What changed and why, before you commit
    17. 5:12Push the listing change to Amazon
  4. Track real Amazon profit and analyze it with AI — DataDoe Academy lesson 04
    Lesson 04·3:03

    Track real Amazon profit and analyze it with AI

    Add your cost of goods once and see true net margin with every Amazon fee included, per SKU, order and campaign.

    What is inside

    Until you upload cost of goods, profit is calculated against a cost of zero. Download the template, fill it in, upload it per account, then pull a full P&L in one prompt.

    Prompts to try

    Show my profit and loss for last month for my UK seller account.
    Show my net margin by SKU for the last 30 days.
    All docsData scheme

    Chapters

    1. 0:00Why your Amazon profit numbers are wrong without COGS
    2. 0:28Where to upload cost of goods
    3. 0:44Download the Amazon COGS template
    4. 0:52What goes in each column of the COGS file
    5. 1:10Filling in the spreadsheet
    6. 1:17Upload your cost of goods
    7. 1:35Clearing or resetting your COGS
    8. 1:50Check your COGS landed in the inventory report
    9. 2:07See historical cost changes per product
    10. 2:14Pull a full Amazon profit and loss report
    11. 2:24Reading the P&L: fees, ad spend and net profit
  5. Use skills so your AI runs Amazon on its own — DataDoe Academy lesson 05
    Lesson 05·5:36

    Use skills so your AI runs Amazon on its own

    Install ready-made skills once, then schedule them, so recurring reports and checks happen while you do other work.

    What is inside

    A skill is a prompt you install once and reuse instead of rewriting it every week, covering profit, PPC waste, keyword rank and account health. Routines then run those skills on a schedule.

    Prompts to try

    Run my weekly sales briefing for last week.
    Every Monday at 8am, send me my weekly Amazon briefing.
    Skills libraryWeekly briefing skill

    Chapters

    1. 0:00AI skills and scheduled routines for Amazon
    2. 0:16What an AI skill actually is
    3. 0:31The DataDoe AI skills library
    4. 0:48Search skills by category
    5. 0:56The weekly Amazon sales briefing skill
    6. 1:12What the skill generates and how to configure it
    7. 1:35Install a skill in Claude
    8. 1:43Why you should check any skill before installing it
    9. 2:06Save and run the skill
    10. 2:21Skills adapt to the date range you ask for
    11. 2:46Your Amazon sales dashboard: revenue, top SKUs, biggest drops
    12. 3:09Read-only skills vs skills that change your Amazon account
    13. 3:24Building your own repricing and PPC tools
    14. 3:32Claude Code routines: what they are
    15. 3:52Schedule your Amazon briefing for every Monday at 8am
    16. 4:26Stockouts, burning campaigns and recoverable cash
    17. 4:47Where your routines live and how the schedule works
    18. 5:04Send reports to Slack, Teams or email, and auto-reprice
• AI SKILLS

Start with a ready-made skill
and run it in one prompt

Pre-built workflows for your Amazon AI agent. Drop one into Claude, ChatGPT or any AI
and it runs against your own Amazon data.

Reporting Amazon Reconciliation Dashboard Build a self-contained, interactive reconciliation dashboard straight from your Amazon data. Open skill Listings & Content Buy Box Loss Root Cause Find the SKUs losing the Buy Box and the reason why: price, stock, seller or fulfilment. Open skill Search & SEO Keyword Rank SQP Tracker Track your money keywords week over week: organic rank, click share and share of the query. Open skill Listings & Content Amazon Listing Optimizer Benchmark your search funnel against competitors, then rewrite titles, bullets and backend terms. Open skill Account Health Daily Account Health Check Ratings, defect rates and policy violations checked daily, with a red, amber or green verdict. Open skill Search & SEO Amazon ASIN Search Auditor Audit organic and sponsored visibility with live search results and owned-ASIN matching. Open skill
Browse all skills
• GET INSPIRED

See how other sellers
make AI work for them

The Proof

Sellers and agencies, on the record

DataDoe review — Lance Akiyama

“What used to be 30 minutes of pulling reports is now a single prompt. I can even update prices across all my SKUs at once.”

Lance AkiyamaFounder, STEM Inventions
Watch on YouTube Capterra
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How operators actually use DataDoe
• FAQ

Running Amazon with AI, explained

What you need before lesson one, which AI assistants work, what your AI can change on your account, and how it stays safe.

Still have a question?

Talk to our team and we'll get you a clear answer, fast.

Send us a message
No. You connect your Amazon account once, add one URL to the AI you already use, then ask questions in plain English. Every lesson here is done without writing a line of code. Developers who want more can go deeper with the REST API and native BigQuery tables.
Any assistant that speaks MCP, including Claude, ChatGPT, Gemini, Copilot and Cursor. The lessons use Claude because its connector setup is the quickest, but the same URL works everywhere. See the setup guides for every AI client.
Two connections. You authorise DataDoe as an Amazon partner for Seller Central, Vendor Central and Amazon Ads, then paste your MCP server URL into your AI as a custom connector. The MCP side works immediately; recent Amazon data lands first while the history backfills behind it. Lesson 01 walks through the whole thing, or read the connection guide.
It can change it. Most AI tools connected to Amazon are read-only; here your AI also runs Actions that write back: pausing campaigns, adjusting bids, rewriting listings, updating prices and cancelling orders. Lesson 03 shows it end to end.
Yes. Every write runs as a dry run first, so you see the before and after and nothing reaches Amazon until you approve it. Write access is off by default and scoped per person, every change that does go through is recorded in an audit log, and DataDoe passed Amazon's Public PII audit and renews it annually. More on our security page.
A skill is a workflow you install once and reuse, instead of rewriting the same prompt every week. It knows which tables to pull, how to calculate the numbers and how to lay out the answer, covering profit, PPC waste, keyword rank and account health. Lesson 05 covers installing and scheduling them; the skills library is free with every account.
100+ normalized tables across Seller, Vendor and Ads: orders, settlements, fees, inventory, campaigns, search terms, listings, buy box, brand analytics and more, including gated PII tables. Browse the full data scheme to see every table and column.
Almost always missing cost of goods. Until you upload COGS, profit is calculated against a cost of zero, so margin looks far better than it is. Lesson 04 shows how to fill in the template and pull a real P&L with every Amazon fee included, per SKU, order and campaign.
Synced daily with most tables ready within hours, plus near real-time ads and order updates via Amazon Marketing Stream and SP-API notifications. How far back the first sync reaches depends on what Amazon's API exposes per report; from then on your history is retained so you can track trends properly.
One plan at $97/month with a 14-day free trial. Every integration is included, with full onboarding support. Data, seats and usage scale as you grow, and you can cancel anytime.
• GET STARTED

Ready in 5 minutes. Free for 14 days.

Connect your Amazon accounts, choose your favorite AI, and start getting real answers — and real actions — the same day.

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  • Seller, Vendor & Ads unified
  • Works with Claude, ChatGPT & more
  • Read and write access
  • Amazon-audited & secure