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10 resources

AI tool guide · Beginner · 20 min
Product feed validators for AI ecommerce
Use feed validation tools to catch listing data errors before a marketplace or ad platform rejects the feed.
- Marketplaces and shopping ads ingest a product feed — a file of titles, prices, availability, images and identifiers — and reject items with missing or malformed fields; a validator checks the feed against the platform's rules before submission so rejections are fixed in bulk rather than one email at a time.
- Workflow: Pre-submission check
- Workflow: Weekly health check
ChatGPTClaude
Checklist · Beginner · 10 min
Automation touching customer orders checklist
What an ecommerce automation must satisfy before it can change or message an order.
- Order automations are where a small bug becomes a hundred wrong emails. Verify these before enabling.
- ☐ Trigger is deduplicated on order id
- ☐ Every write is idempotent
Items 10ChatGPTClaude
Automation recipe · Beginner · 45 min
Back-in-stock notification: automation recipe
Build back-in-stock notification as a Zapier automation: when a product's stock goes from zero to positive, email the customers who asked to be notified, once.
- Trigger: Inventory sheet row updated where stock changed from 0 to above 0.
- 1. Google Sheets
- 2. Google Sheets
Platform ZapierActions 4ChatGPTClaude
Workflow · Beginner · 40 min
Seasonal listing refresh with an assistant workflow
Update a batch of listings for a season or campaign without breaking the facts, using the assistant for the copy and a table for the checks.
- When: Four weeks before a seasonal campaign.
- 1. Mark what changes
- 2. Generate the campaign lines
Steps 4Tools Any assistant, The listing export, The campaign briefChatGPTClaude
Checklist · Beginner · 10 min
Generated product listing before publishing checklist
The checks that keep a generated listing accurate.
- Generated listings read well and lie casually. Facts first.
- ☐ Every specification traces to the spec sheet
- ☐ Dimensions, materials and compatibility are exact
Items 9ChatGPTClaude
Code recipe · Beginner · 15 min
Reorder point calculator
Compute reorder points and quantities for a SKU list from demand and lead time.
- Reorder points guessed by feel cause stockouts and dead stock; a formula from daily demand, lead time and safety stock is simple and defensible.
Language JavaScriptChatGPTClaude
AI tool guide · Beginner · 20 min
Shopify Magic for AI ecommerce
Use Shopify's built-in AI for descriptions, emails and support replies inside the admin.
- Shopify Magic generates product descriptions from a few keywords, drafts store emails and suggests replies in Inbox, all from within the admin, so it suits stores that want speed without another tool.
- Workflow: Description draft
- Workflow: Inbox replies
ChatGPTClaude
Automation recipe · Beginner · 45 min
Order confirmation enrichment: automation recipe
Build order confirmation enrichment as a Zapier automation: add a short, accurate 'what happens next' to order confirmations based on the items bought.
- Trigger: New paid order from the store.
- 1. Store
- 2. Lookup table
Platform ZapierActions 4ChatGPTClaude
Workflow · Beginner · 10 min
Support reply drafting for order issues workflow
Draft replies for common order issues within policy so agents approve rather than compose.
- When: Each support shift.
- 1. Attach the facts
- 2. Attach the policy
Steps 4Tools Any assistant, Policies, Order lookupChatGPTClaude
Workflow · Beginner · 45 min
Product listings from a spec sheet workflow
Write consistent listings for a batch of products from their specification sheet, with facts before benefits.
- When: A new batch of products is ready to list.
- 1. Fix the template
- 2. Generate from the sheet, one row at a time
Steps 4Tools Any assistant, The spec sheetChatGPTClaude

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