Prepare names, prices, stock, variants and identifiers for product listings. These guides explain how website information and submitted product data relate, and what to check before enabling new shopping channels.
AIO and AI search
LLMO for e-commerce means making sure AI reads your product information correctly as it helps people find, compare and buy. Separate three routes—product pages, product data and AI shopping integrations—and see what to fix first.
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AI shopping and booking
A small store's reported ChatGPT growth leads into a practical product-page exercise: verify buyer questions, edit descriptions, check the storefront, and measure visits separately from purchases.
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Connecting AI and the web
Prepare product data, create an Algolia Public MCP URL, connect a compatible AI client and test prices and availability. Understand the limits of read-only search.
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AI shopping and booking
Prepare product questions and answers, connect supplemental data in Merchant Center, and distinguish worldwide attributes from region-limited AI reporting.
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AI shopping and booking
Understand new product properties through a desk-lamp JSON-LD example, check visible content, and separate vocabulary validation from Google eligibility.
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AI shopping and booking
If Google still shows an old price after you lower it on your product page, compare the page, the product data sent to Google, and the sale conditions. A fictional example explains where to make corrections and how to check approval status afterward.
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AI shopping and booking
AI-written product titles need both a content review and an AI-generation designation in your product data. Using a fictional water bottle, this article explains clear product naming, structured_title fields, and checks for each submission method.
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AI shopping and booking
Learn how to check Shopify’s AI sales destinations, share product data, and configure checkout. Covers ChatGPT and Meta, eligibility for selling to US customers, product descriptions, and order tracking.
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AI shopping and booking
A guide for online retailers shipping within Japan, from preparing Merchant Center and adding products with Google Sheets to setting shipping fees and checking free listings. Learn the first-time setup requirements and how to keep prices and stock up to date.
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AI shopping and booking
Based on Azoma’s September 7, 2026 announcement, learn what to check in product details, pricing, stock, shipping, and returns. Includes questions to test AI answers, ways to investigate errors, and steps to track visits and purchases, starting with a few products.
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AI shopping and booking
A step-by-step guide to applying for product integration, sending and updating product data, and directing shoppers to checkout. Learn when order APIs are needed, how to test version 2026-04-17, and which features were available or still proposed as of September 10, 2026.
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AI shopping and booking
Product page structured data tells Google a product’s name, price and availability. This guide shows a single-product JSON-LD example, testing and URL Inspection, and how to keep prices and stock aligned after price cuts or sell-outs. It also explains why AI search does not require special markup.
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