Brandon Lazovic

01 · Pillar

The Feed Is the Storefront

The structured product feed is no longer a Shopping input; it is the surface AI rebuilds commerce around. Control is completeness, accuracy, and representation.

Agentic commerce statistics: AI agent purchases quadrupled since April, and about 3% of stores let agents check outAgentic commerce statistics: agent purchases quadrupled since April, BrightEdge says, yet about 3% of stores let agents pay. Retailers' rules differ.The Feed Is the StorefrontWebsites blocking AI agents: Yelp and two banks say they chose to, while Walmart told TechCrunch its blocks were not intentionalYelp and two banks block AI agents by policy. Walmart told TechCrunch its blocks weren't intentional, and Zillow said anti-scraping measures can catch agents.The Feed Is the StorefrontGoogle's Merchant Center page says a low image quality product will continue to show, and the hard line is 500 by 500 pixelsGoogle's Merchant Center page says a low image quality product will continue to show, and that 500 x 500 pixel enforcement begins January 31, 2027.The Feed Is the StorefrontMerchant Center price mismatch: Google's page says automatic updates may fail when a price changes more than once a dayMerchant Center price mismatch: Google's help page says automatic updates may not work for prices that change more than once per day.The Feed Is the StorefrontGoogle's Universal Cart tells the retailer nothing until the shopper clicks transferGoogle's Universal Cart keeps the shopper's cart on Google. Its developer guide says retailers get one request, at transfer, and nothing while items are saved.The Feed Is the StorefrontWebMCP Checkout: Shopify Asks Agents to Sign Who They AreShopify's WebMCP checkout asks agents to sign requests with Web Bot Auth. Amazon said Meta's Muse never identified itself. Order visibility is unanswered.The Feed Is the StorefrontDo agentic checkout protocols require idempotency keys?Do agentic checkout protocols require idempotency? OpenAI's ACP has since April 2026. Google's UCP requires the key in its schema, and its prose says SHOULD.The Feed Is the StorefrontIs My Product Catalog Shared Automatically? Two CasesShopify shares products to Meta by default. Microsoft publishes your catalog when you accept an analytics tool's terms. Neither is a syndication decision anyone made.The Feed Is the StorefrontHow Many GTINs Can a Product Have? Google Accepts 10Shopify variants now store 20 barcodes. Google accepts up to 10 per product through every submission path. The export forwards the first one, and only the first.The Feed Is the StorefrontUCP Spec Breaking Changes: What Merchants Must FixThe Universal Commerce Protocol's August release rewrites fulfillment, consent and signing keys. Four releases in, breaking changes are the pattern, and merchants track two rival specs.The Feed Is the StorefrontAnthropic Commerce Agents: You Own the RankingAnthropic's commerce agents blueprint ships no payment code, no feed format, and no ranking. The method deciding what a shopper finds is one you write yourself.The Feed Is the StorefrontAggregator unit for Europe: a comparison shopping featureOn product queries, every route Google gives for its European aggregator unit points into the Comparison Shopping Services help center.The Feed Is the StorefrontAI Catalog Enrichment Ships Unverified AttributesTRACE's verifier has four verdicts and two of them publish. UNVERIFIED means it could not confirm the value for your exact product, and it ships like PASS.The Feed Is the StorefrontProduct Feed vs. Availability Record for AI AgentsA product feed records what you sell. A separate availability record, often held by a booking intermediary, decides what an agent can actually book.The Feed Is the StorefrontIncentivized Reviews Have No Schema.org Disclosure FieldGoogle bars undisclosed incentivized reviews from structured data. Schema.org's 9 Review properties have no field to carry that disclosure.The Feed Is the StorefrontDeal Ends badge runs on sale_price_effective_dateGoogle's new Deal Ends countdown badge is generated from sale_price_effective_date, a feed field with no schema.org equivalent and no automatic safety net.The Feed Is the StorefrontGoogle Tests AI-Written Shopping Ad DescriptionsGoogle is testing AI-generated Shopping ad descriptions. Bing and ChatGPT Ads are testing feed-rendered pricing and cards, and none of the three has launched.The Feed Is the StorefrontEligible-not-distributed gap in Google Merchant CenterMerchant Center approval confirms a feed passed checks. Whether Google actually shows the product depends on feed data quality and per-country attributes.The Feed Is the StorefrontContent API sunset Aug 18: check your storeGoogle sunsets the Content API for Shopping on August 18, 2026. Here is how to check in five minutes whether your store's ads and free listings are at risk.The Feed Is the StorefrontGoogle's merchant-listing schema update: a convergence taxGoogle added category and sale-duration properties to merchant listing structured data. For most merchants it adds reconciliation work, not a ranking advantage.The Feed Is the StorefrontShopify Catalog: build vs. syndicate for AI commerceShopify Catalog is positioned as the agentic product-data substrate, and a new Agentic plan lets non-Shopify merchants sync in and sell across AI channels.The Feed Is the StorefrontGoogle's patent: AI landing pages from your feedA Google patent describes scoring landing pages and substituting AI-generated alternatives built from the retailer's own product data.The Feed Is the StorefrontOpenAI's feed pivot: two pipelines for ChatGPTNative in-chat checkout retreated to apps while ACP expanded to organic, feed-driven discovery. Feed hygiene is the single lever for ChatGPT product visibility.The Feed Is the StorefrontConversational ads: the model writes copy from your feedAmazon, Google, and OpenAI are converging on one mechanic: AI generates ad copy at query time from the merchant's product feed, not advertiser-written creative.The Feed Is the Storefront