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01
Definition
Definition
Shopify Knowledge Base is a free app, built by Shopify, where merchants view and edit the FAQs that AI shopping agents use to answer buyer questions about their store. It launched on 16 May 2025, is available on every Shopify plan, and its FAQs aren't displayed on the storefront.
The app's core feature set per the App Store listing1: "View Shopify-generated FAQs based on your store's settings and policies", "Monitor buyer inquiries about your store", "Create custom FAQs to address a wider array of buyer questions". Shopify does not publish a list of the AI platforms that read these FAQs. The listing says only that when shoppers use AI agents to search for products or ask about store policies, Shopify provides answers "based on your store's catalog and settings"1.
Two things the app gets confused with. It is not a storefront FAQ page: Shopify says the FAQs "aren't displayed directly on your storefront"2, so a buyer-facing FAQ still has to be built as a normal page, and the FAQ page schema guide covers how to mark one up. It is also not a chat assistant. Sidekick is Shopify's AI for merchants inside the admin, and a shopper-facing agent is something you build separately; Shopify says every question routed through an agent made with the Shopify Agent Platform is tracked in the Knowledge Base app2.
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02
How it works
How the app works in practice
Three FAQ creation paths per Shopify: manual (merchant adds question + a 1-2 sentence answer), auto-generated from store settings (language, customer account, shipping/delivery, return rules), and 'from unanswered questions' (the app surfaces top questions buyers asked that lack answers, and the merchant fills them in).
The auto-generated FAQs come from four settings, and Shopify spells out what each one contributes3:
- Language settings: which languages your store is available in.
- Customer account settings: the options customers have, such as submitting return requests or paying with store credit.
- Shipping and delivery settings: the countries you ship to and whether you offer pickup in store.
- Return rules: the details of your return policy.
Every answer gets the same instruction from Shopify: "a brief 1-2 sentence answer"3. That is guidance rather than a published character limit, and it suits how agents quote short, self-contained answers. When an auto-generated answer is wrong, fix the setting it came from before reaching for Override. An override replaces Shopify's answer with your text until you click Return to default, while a corrected setting keeps the FAQ in step with what the store actually does. The manual vs auto-generated FAQ guide sorts common question types into the right path.
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03
Reach
How the FAQs reach AI agents
Knowledge Base FAQs are a data source, not a page. Shopify says they "aren't displayed directly on your storefront" and instead serve as a trusted source AI platforms use to generate accurate answers about the store2.
The developer documentation shows the plumbing. Shopify's Storefront MCP server runs at https://{shop}.myshopify.com/api/mcp, and one of its tools, search_shop_policies_and_faqs, "Answers questions about the store's policies, products, and services"6. The same page recommends the Knowledge Base app "to configure store policies"6. The tool's name says what it searches: shop policies and FAQs.
Which named platforms read the FAQs is the one thing Shopify's app and help pages don't state. The app answers it for your own store instead: every entry in its query log names "the AI shopping agent where the query was asked"4. For your own store, that log is better evidence than any vendor list.
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04
Query log
The query log and the test tool
The query log is where Knowledge Base shows real demand. It lists the questions shoppers asked AI agents about your store, which agent received each one, what source the agent matched it to, and whether it was answered.
The log filters by All, Answered and Unanswered, and each entry carries four fields: Agent, Query, Matched to and Date4. Matched to is the useful one. It shows "what source the AI shopping agent used to answer the query", which can be existing store information or an FAQ you wrote4. The overview above the log also shows how often your products are showing up and which products are surfaced.
Expect an empty log on a new or ineligible store. Shopify's wording: "Data doesn't display in the Shopify Knowledge Base app until your products start showing up in AI shopping conversations"4. An empty log usually points at Catalog eligibility, not at a broken app.
To check an answer before a shopper asks, open Test your knowledge base from the FAQ query log section and type a question. The app shows which resources it matched, or Unanswered if nothing matched3. Each Unanswered test is a candidate for a new FAQ.
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05
Origin
Launch and history
The app launched 16 May 2025 on the Shopify App Store as a free first-party app. Shopify positioned it as the FAQ layer for AI shopping agents, paired with the Catalog data layer that handles product data. On 16 September 2026 the listing showed 3.6 stars from 29 reviews, up from 3.5 stars and 17 reviews when this page was first checked in May 2026.
The reviews split sharply. On 16 September 2026, 59% of ratings were five stars, 31% were one or two stars, and none were four stars1. Among the ten reviews the listing shows first, dated May to July 2026, the five-star ones mostly praise the question log for showing what shoppers ask. The low ratings describe pre-generated answers that were wrong (one store says the app claimed worldwide shipping when only two countries were active), questions that stay in English on non-English stores, and no bulk import or export.
The complaints matter more than the average. They say auto-generated answers can be wrong even when the store's settings are right, so read every auto-generated answer before trusting it and override the ones that misstate your store. None of the reviews change what Shopify documents: the app was built for answer accuracy, not visibility2.
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Adoption
Adoption status in 2026
The app is free and "available with all Shopify plans"5. Adoption is still modest: 29 App Store reviews sixteen months after launch1. Merchant uptake correlates with sophistication — stores investing in AI-shopping visibility install KB; stores still treating SEO as keyword-and-meta work mostly don't.
Language support is narrow. The app's interface is in English, and custom FAQs are written in the storefront's primary language; Shopify says "the same FAQ cannot be stored in multiple languages within a single store"3. The App Store listing names English as the only language1. Merchants with several storefronts set the app up in each store separately, because it runs independently per store, and Shopify suggests market-specific FAQs for regional questions3.
The honest position: KB is a low-cost, low-risk install that improves AI answer accuracy on the questions buyers ask about your store. It will not, by itself, get you cited in AI shopping recommendations. It pairs with Catalog eligibility, structured data, and crawler-access work as part of the broader GEO posture — not as a substitute for them.
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07
Limits
What Knowledge Base doesn't do
Knowledge Base changes what AI agents say about your store, not how often they bring your store up. In Shopify's words, it "improves the accuracy of AI responses about your store but doesn't affect how often your store appears in AI platform results"2.
Two shopper questions show the line. "What's the return window at this store?" is answered from your return rules and FAQs, so Knowledge Base can make that answer right. "Find me a linen shirt under $60" is a recommendation, and whether your shirt appears depends on Catalog eligibility, channel access, crawler access and product data, the gates walked through in why a store doesn't show up in AI search. Knowledge Base only touches the first kind of question.
The other limits, all from Shopify's own pages or the listing:
- No visible FAQ. The FAQs aren't displayed on the storefront2.
- One language per FAQ in each store3.
- Auto-generated FAQs can be overridden but not deleted, and deleting one of your own FAQs "is permanent and can't be undone"3.
- No data until your products show up in AI shopping conversations4.
- No bulk import or export in the app, a gap reviewers raise1. Your own and overridden FAQs are also saved as metaobjects, which a developer can work with in bulk.
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08
Where the FAQs live
Where the FAQs live
Everything is managed in the app under Apps > Knowledge Base in the Shopify admin. FAQs you create and auto-generated FAQs you override are also saved as metaobjects under Content > Metaobjects3, so that part of Knowledge Base is store data, not app-locked content.
Setup is one install and a review pass:
- Install the free app from the Shopify App Store. It then opens from Apps > Knowledge Base3.
- Read every auto-generated FAQ. Where one is wrong, correct the setting it came from, or click Override.
- Answer the Top unanswered questions, one or two sentences each.
- Add FAQs for product and brand questions your settings can't answer, such as materials or where products are made.
- Run a few questions through Test your knowledge base and add an FAQ for each one that comes back Unanswered.
The step-by-step version, with a checklist, is in the Knowledge Base setup guide. The Knowledge Base app guide covers the full install, and the store policies article covers the policy fixes that make the auto-generated answers accurate in the first place.
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Related
Knowledge Base sits inside the Shopify AI-search architecture.
- Shopify Catalog: the product-data layer paired with KB's FAQ layer.
- AEO: KB is one of the few Shopify-native AEO surfaces.
- Agentic commerce: KB feeds the policy and FAQ answers AI agents use during agentic checkout.
- Sidekick: Shopify's AI assistant for merchants, often mistaken for the buyer-facing layer.