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Concept build. This is an example of what we’d build for a store like yours, not a client project.

Catalog

A catalog cleanup sprint

Thin descriptions, half-filled metafields and inconsistent titles hold back search and filters. This sprint fixes the whole catalog in bulk, with a person reviewing every change.

The problem

Catalogs drift. Products added in a hurry have one-line descriptions, metafields that power your filters are empty, and SEO titles follow five different patterns. Fixing it by hand is a job nobody ever gets to.

What we’d build

A pipeline that exports your products, writes improved descriptions, SEO titles and metafield values from your existing data and style guide, and puts every suggested change side by side with the original in a review sheet. Your team approves, edits or rejects each row. Approved changes are written back to Shopify in bulk, with a full log so anything can be rolled back.

How it stays safe

  • Nothing is published without a person approving it.
  • It never invents specs. Missing facts are flagged for your team, not made up.
  • We run it on a small batch first so you can tune the voice.

Typical shape

A one- to three-week sprint, depending on catalog size. The pipeline stays with you for new products.

Typical stack: Shopify bulk operations · Metafields · Google Sheets · Claude

Get in touch

Want something like this? eating your team’s time.

Let your AI brief us, or fill in the short form. Either way, one of the founders will reply within one working day.

Short on time? Let your AI fill this in.

Your AI assistant asks you a few quick questions, writes a summary and sends it to us. About five minutes, and nothing else to fill in.

  1. 1

    Copy this message

    Read https://theaiworkroom.com/intake.md, interview me for The AI Workroom, then send them my brief.
  2. 2

    Paste it into your AI assistant, then answer its questions. Skip anything you’d rather not share.

    • ChatGPT
    • Claude
    • Gemini
    • Grok
    • Copilot
  3. 3

    Check the summary and say “send it”. Your assistant sends it to us for you, or gives you a ready-made email to tap send on. Nothing goes anywhere until you say so.

Use an agent with skills? Install it once

A skill is a saved set of instructions your agent can reuse. Install ours and just say “Do the The AI Workroom intake.”

Claude app

  1. Download the skill (a small zip file).
  2. Open Settings → Capabilities → Skills, choose Upload skill and pick the file.

Claude Code, Cursor, Codex and other coding agents

Run this in your terminal with dotagents (opens in a new tab), which installs skills for every agent at once:

npx @sentry/dotagents add https://theaiworkroom.com aiworkroom-intake

or fill in the form yourself

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