Shopify moved its AI knowledge base into the merchant admin

A merchant who thought their store's AI answers were safe inside an app has to open their Shopify admin instead. Shopify said in its changelog that the Knowledge Base app is retiring. The replacement is a page in the merchant admin, under Sales channels, Agentic, Knowledge base. The standalone app shuts down on January 15, 2027.

The knowledge base holds the facts an AI agent reads about a store. That covers return policies, delivery times, payment options and brand values. Store policies and contact details are published by default once Shopify creates them. The data is reachable through Shopify's Storefront MCP, which the Shop app and third-party AI apps query. Each fact in the admin links back to the storefront page it came from. That is what Shopify's own changelog states.

What moved, and what did not

Stores with fewer than 1,000 facts in the old app had their facts moved and published for them. Shopify says those merchants need to do nothing. Any fact can be unpublished at any time.

Stores with more than 1,000 facts in the old app had their facts left behind. Those merchants must add the ones they want to keep before January 15, 2027. Shopify says it has emailed those stores directly. The new knowledge base holds up to 1,000 facts in total.

If a store never used the old app, nothing is required. The new page is available in the admin now. Shopify drafts facts from the storefront and leaves them unpublished until a merchant publishes them.

How Shopify drafts the facts

Shopify runs a scan on the storefront on a regular schedule. The scan can surface new information. The merchant then approves or rejects each item. A rescan can be requested, but it may take up to 48 hours. That is how the Help Center describes it, per Search Engine Journal's write-up.

Nothing drafted by Shopify reaches an AI agent before the merchant publishes it. That is Shopify's own stated rule in the changelog.

What the old app had, and the new page does not

Search Engine Journal noted one gap. The old Knowledge Base app had a query log. It showed customer questions sent to AI assistants, which agent answered each one, and whether the agent could answer. Neither the new knowledge base page nor the Agentic home page in Shopify's admin lists this record. Bill Hunt, writing for Search Engine Journal, suggests testing the policy tool with buyer-style questions instead.

Shopify's developer resources mark the Storefront MCP tool for policies and FAQs as a draft, though still working. They point developers to a newer Ask MCP.

What this changes for a merchant and for a GEO team

A store's agent answers are now one page in the admin a person can read and edit. That is the simple side. The deadline is a real constraint. Say your old app held more than 1,000 facts. Say the Shop app or Storefront MCP serves your customer questions. You then have to act before January 15, 2027. The admin's 1,000-fact cap is hard. It includes both drafted and merchant-written facts, per Shopify's Help Center. A GEO team should test the policy tool on a buyer's own question list. The old query log that showed real customer questions is gone.

Source

Knowledge base is now built into your admin, Shopify Changelog. Shopify Moves AI Agent Knowledge Base Into Merchant Admin, Search Engine Journal, by Bill Hunt.