Doe gives you the complete Amazon data layer — every metric, clean and AI-ready — so your AI runs on your terms.
Codex is OpenAI's coding agent. With DataDoe wired in, every PR it opens ships against your real Amazon data — not mocks.
Codex can ship features overnight in any codebase. Point it at your Amazon stack and it stalls — generating SP-API stubs, guessing at undocumented schemas, opening PRs full of mock data instead of real numbers.
DataDoe ships a typed MCP server + npm SDK that Codex CLI and Codex Cloud both consume. Every async run, every parallel agent, every PR — wired to your live Amazon from line one.
One link. Five minutes. Then every Codex run knows your Amazon.
One click. Every Seller, Vendor and Ad account flows into DataDoe — across every marketplace and brand.
Drop your DataDoe MCP URL into Codex CLI config or your Codex Cloud workspace. Both surfaces wire up instantly.
Local terminal for interactive work. Codex Cloud for hours-long async tasks. Both ship PRs against your real Amazon.
Install @openai/codex, point it at DataDoe via your config, and every codex command in your terminal sees your real Amazon schema. Open-source. Sandboxed. Yours to extend.
Use it for the work you want to watch happen — quick refactors, one-off queries, exploratory builds. Auto-approve the safe stuff, review the rest.
Three months of SP-API plumbing — already shipped to npm.
Codex Cloud runs autonomous agents in sandboxed VMs — for hours, in parallel, against your real Amazon data. Kick off a forecaster, a listing audit, three repricer A/B tests before you log off. Wake up to PRs.
The kind of work that used to need a Sunday afternoon. Now it's a Slack message at 6pm and a code review at 9am.
OpenAI's models. Your Amazon data. Your repo. No watching.
If your team already lives in OpenAI's ecosystem and ships through GitHub, Codex + DataDoe gives you autonomous Amazon engineering — running while you do other things.
You run engineering at an 8–9 figure brand. Codex Cloud opens overnight PRs, your team reviews in the morning. Profit dashboards, repricers, ops automations — on your real data, on your schedule.
You're paying for ChatGPT Pro, Team, or Enterprise. Codex extends that subscription into your codebase — same models, now with full access to your Amazon business through DataDoe.
Every change is a PR, every merge is a deploy. Codex's GitHub integration ships against your actual review process — DataDoe lands the data so PRs come pre-wired to live Amazon.
Forecasting models, listing audits, multi-strategy A/B tests — work that benefits from hours of compute, not minutes of chat. Fire off five agents, walk away, come back to results.
Once Codex Cloud has your live Amazon data and your GitHub repo, the Amazon SaaS your team relies on becomes an overnight task. Built by an agent. Reviewed by your team. Owned forever.
| Codex alone | Codex + DataDoe | |
|---|---|---|
| Your data | Mocks, stubs, paste-ins | Live MCP — every Amazon account, always on |
| Types | Codex writes them, you maintain them | Typed SDK auto-generated from real schema |
| SP-API | Codex generates plumbing, you debug | Pagination, rate limits, settlement timing — solved |
| Profit math | Codex guesses, you verify | Reconciled true profit out of the box |
| Async runs | Cloud agent on imaginary data | Cloud agent on your live Amazon for hours |
| Parallel agents | Five PRs full of mocks | Five PRs against the same real schema |
| GitHub PRs | Wireframes you have to wire up | Production-ready code wired to live data |
| Multi-account | Per-account integration each time | One unified MCP across brands and marketplaces |
| Setup | Weeks of plumbing | One paste in config.toml. 15 minutes. |
Real prompts. Real PRs. Both surfaces ship against your live data.
Codex CLI for interactive, you-watching work.
codex "speed up my dashboard — multiple brands load slowly"
codex "add tests for our pricing logic before we ship"
codex "why does my dashboard break on iPhone?"
codex "explain what changed in the latest DataDoe update"
Codex Cloud for hours-long async work, opened as PRs.
Build a forecasting model from a year of orders. Open a PR.
Test 5 repricer strategies in parallel against my margin floor.
Audit every listing image in our catalog. Score each. Suggest fixes.
Replace Sellerboard with our own internal app.
Every integration. Full onboarding support. If it’s not the best decision you made in 2026, you can cancel anytime.
Know what makes you money
Catch problems instantly
Connect anything with API & MCP
Replace tools with your own apps
Access Amazon-audited infrastructure
Every integration. Full onboarding support. If it’s not the best decision you made in 2026, you can cancel anytime.
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