Make your catalog the one AI reads, trusts, and recommends
Guides and a living glossary on AI visibility and agentic commerce for online stores, from Arbling (arbling.com) — the merchant-side platform that does the full path, not measurement alone: it audits how ChatGPT, Perplexity and Gemini see a store, repairs the product data underneath, republishes verified facts to the surfaces AI agents read, and tracks the AI-driven revenue that follows.
Latest guides
View allAgentic Commerce 101: How AI Shopping Agents Decide What to Buy
AI shopping agents are buying products on behalf of users right now. If your catalog isn't readable by machines, those agents skip you — here's what that means and how to fix it.
Perplexity Ecommerce: Why Your Store Doesn't Appear and How to Check
Perplexity generates conversational answers with citations, not ranked links. If your store doesn't appear in those answers, here is why and how to check.
ChatGPT Shopping for Non-Shopify Merchants: How to Get Listed in 2026
Not on Shopify? Your products aren't auto-listed in ChatGPT shopping. Here's how the crawl pipeline, merchant form, and UCP work for non-Shopify merchants.
Universal Commerce Protocol: What Online Merchants Need to Know
ChatGPT shopping reached 900 million weekly users by 2026. Here is how the Universal Commerce Protocol and Shopify Global Catalog determine which stores appear.
How ChatGPT Shopping Decides Which Stores to Recommend
ChatGPT shopping narrows demand to a handful of products per query. Learn how the AI chooses which stores appear and how to get your products into results.
Ecommerce Agency Scam: Red Flags Every Shop Owner Should Know
In 2025, the FTC found social media scams grew eightfold since 2020. Learn to spot an ecommerce agency scam before it costs you.