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Learn how to make your e-commerce store AI-ready and visible to shopping agents.

2024-11-15·12 min read

Complete Guide to JSON-LD Product Schema for E-Commerce

Learn how to implement JSON-LD Product schema to make your products AI-readable and improve visibility in search results and shopping recommendations.

Structured DataJSON-LDSchemaTechnical
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2024-11-10·11 min read

Why AI Shopping Assistants Skip Your Products

Discover the hidden data gaps that prevent AI agents like ChatGPT and Perplexity from discovering and recommending your products.

AIVisibilityData QualityE-Commerce
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2024-11-05·13 min read

Product Feeds & Google Merchant Center: Complete Guide

Master product feeds, Google Merchant Center setup, feed formats, and optimization strategies to increase AI visibility and sales.

Product FeedsGoogle MerchantFeedsTechnical
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2024-10-30·10 min read

AI-Readiness Checklist for E-Commerce Stores

Step-by-step actionable checklist to make your e-commerce store fully AI-ready and visible to shopping agents.

ChecklistAI ReadinessImplementationE-Commerce
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2024-10-25·9 min read

GTIN, UPC, EAN: Why Product Identifiers Matter for AI

Understand what GTINs, UPCs, and EANs are, why AI systems need them, and how to implement them on Shopify and WooCommerce.

GTINProduct IdentifiersUPCEAN
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2025-03-10·8 min readResearch

The State of AI Shopping Agents in 2025: Market Overview

An analysis of the AI shopping agent landscape: who the major players are, how they discover products, and what e-commerce merchants need to know.

ResearchAI AgentsMarket Analysis
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2025-02-20·10 min readResearch

How Structured Data Impacts AI Product Recommendations: A 500-Store Study

We analyzed 500 e-commerce stores to measure how structured data quality correlates with AI agent visibility and recommendation rates.

ResearchStructured DataCase Study
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2025-01-15·7 min readResearch

robots.txt for AI Agents: How to Control Which Bots Read Your Products

A technical guide to configuring robots.txt for AI shopping agents like GPTBot, ClaudeBot, and PerplexityBot. Control access while maximizing visibility.

ResearchTechnicalAI Agents
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