https://okart.us/blogs/the-log/shopify-api-limits-cost 2026-07-30T17:35:34-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/9e0be290364fa959d5fe4ee7f633ed88.png?v=1784542675 Your sync didn't crash. It hit a bucket of 40. Your sync didn't crash. It hit a bucket of 40. https://okart.us/blogs/the-log/speed-vs-conversion 2026-07-24T18:19:08-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/32084b84ac98ffb7436b28acb58a064a.png?v=1784542678 One second, half your transactions: what a slow storefront actually costs One second, half your transactions: what a slow storefront actually costs https://okart.us/blogs/the-log/app-bloat-storefront-tax 2026-07-30T17:34:49-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/61851946ca62930f9e5c6f514a271b05.png?v=1784542681 We replaced 7 apps with 200 lines of Liquid We replaced 7 apps with 200 lines of Liquid https://okart.us/blogs/the-log/variant-ceiling 2026-08-01T09:00:02-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/b0100d556b9ef51ddf94be15f1fcfd73.png?v=1784542684 The limit moved. The wall didn't. The limit moved. The wall didn't. https://okart.us/blogs/the-log/catalog-data-quality-discoverability 2026-07-25T12:50:18-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/a9e453d3e10eec7b54d076b4b0b4be47.png?v=1784542688 The product that doesn't exist The product that doesn't exist https://okart.us/blogs/the-log/metafields-metaobjects 2026-08-04T09:00:03-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/1274d4147e887b747e53644d5d8b911f.png?v=1784542690 The catalog data that doesn't survive the uninstall The catalog data that doesn't survive the uninstall https://okart.us/blogs/the-log/catalog-economics 2026-08-06T09:00:01-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/4f8ac2ddbaf4061f21689aedeefaa3b3.png?v=1784542694 The $90,000 line item nobody has ever added up The $90,000 line item nobody has ever added up https://okart.us/blogs/the-log/enterprise-pim-mid-market-shopify-gap 2026-08-08T09:00:03-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/0624353f4d74d886c21bfdea24ed2479.png?v=1784542697 The $45,000 answer to 'should we just buy a PIM' The $45,000 answer to 'should we just buy a PIM' https://okart.us/blogs/the-log/collection-strategy-merchandising 2026-07-30T09:00:01-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/96faa415cad128fcdbf298c6e44ad168.png?v=1784542700 Position 50 is where good products go to retire Position 50 is where good products go to retire https://okart.us/blogs/the-log/ai-native-enrichment-guardrails 2026-07-30T17:34:49-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/00fe7008a475e6edf499ef6dae068989.png?v=1784542703 The sweater our pipeline promoted to merino wool The sweater our pipeline promoted to merino wool https://okart.us/blogs/the-log/sidekick-assistant-vs-infrastructure 2026-08-10T09:00:02-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/5910a9e952f4ace64e8a61428aaaa63c.png?v=1784566036 Sidekick answered everything we asked. That was the problem. Sidekick answered everything we asked. That was the problem. https://okart.us/blogs/the-log/layer-2-thesis 2026-08-16T09:00:05-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/b956ab10f8fbc2a83449b573e173fba0.png?v=1784566039 The platform made $1.5 billion. The layer above it made $6.9 billion. The platform made $1.5 billion. The layer above it made $6.9 billion. https://okart.us/blogs/the-log/feature-vs-infrastructure 2026-09-01T09:00:04-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/21981c4bc5878e36e93f036d9da22d80.png?v=1784566042 Shopify writes product descriptions for free. That was never the problem. Shopify writes product descriptions for free. That was never the problem. https://okart.us/blogs/the-log/when-the-buyer-is-an-agent 2026-08-22T09:00:01-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/9c3aa4ea2215e3f7e98012dbf16ce5be.png?v=1784566047 The new buyer never sees your homepage. It can already check out. The new buyer never sees your homepage. It can already check out. https://okart.us/blogs/the-log/why-platform-ai-stays-horizontal 2026-09-07T09:00:02-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/9467e8c5b39734e463b22db4d6933bb1.png?v=1784566050 Twice a year, we check whether Shopify just made us obsolete Twice a year, we check whether Shopify just made us obsolete https://okart.us/blogs/the-log/aeo-when-search-is-a-chatbot 2026-08-28T09:00:02-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/b1dad8e05bafafba23af0ddadc2cb1f7.png?v=1784566053 The search box became a chatbot, and it has never heard of you The search box became a chatbot, and it has never heard of you https://okart.us/blogs/the-log/our-2027-bets 2026-09-15T09:00:02-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/458ee9e8c9d56e635e6be9a310c4ae25.png?v=1784566056 Our 2027 bets, logged like incidents Our 2027 bets, logged like incidents https://okart.us/blogs/the-log/when-native-ai-is-enough 2026-09-11T09:00:03-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/d0fa920ab4af71090155f97bd26ab319.png?v=1784566060 Don't hire us. Below this line, Shopify's free AI is enough. Don't hire us. Below this line, Shopify's free AI is enough. https://okart.us/blogs/the-log/graphql-only-future 2026-08-14T09:00:02-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/650b5d54923ef2debbf6c694b2280f53.png?v=1784566063 Your oldest app still thinks a product has 100 variants Your oldest app still thinks a product has 100 variants https://okart.us/blogs/the-log/markets-multiplies-your-catalog 2026-08-24T09:00:02-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/6b0dff88f3364987ea2a1694d3867e18.png?v=1784566066 One catalog, five countries, and a number that stops being true One catalog, five countries, and a number that stops being true https://okart.us/blogs/the-log/b2b-second-catalog 2026-08-30T09:00:03-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/c311bdd0e24013f002a1156455479ceb.png?v=1784566069 Wholesale is a second catalog. Nobody staffs it. Wholesale is a second catalog. Nobody staffs it. https://okart.us/blogs/the-log/what-semantic-search-wants 2026-08-18T09:00:02-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/8c8ef631944a62d3dd12942e6bb6f0da.png?v=1784566072 Nobody typed 'shorts'. Search found them anyway. Nobody typed 'shorts'. Search found them anyway. https://okart.us/blogs/the-log/store-as-a-database 2026-09-13T09:00:01-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/02e28a56f746b5d35680b30d7b265dd0.png?v=1784566075 Your store is already a database. It's run like a filing cabinet. Your store is already a database. It's run like a filing cabinet. https://okart.us/blogs/the-log/the-quiet-standard-taxonomy 2026-09-03T09:00:02-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/5115da2b0174bb91d5412c13c804c6e4.png?v=1784566078 One quiet field, 10,000 categories, zero error messages One quiet field, 10,000 categories, zero error messages https://okart.us/blogs/the-log/media-is-catalog-data 2026-09-09T09:00:03-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/7be91d3df7ee0a583a9fe83c0440672e.png?v=1784566081 The best-maintained part of your store has the worst data The best-maintained part of your store has the worst data https://okart.us/blogs/the-log/the-audit-that-fires-apps 2026-08-20T09:00:03-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/7ba1b48cf744ac7ba08628e3791e0c8d.png?v=1784566085 The fastest way to audit an app is to take it away The fastest way to audit an app is to take it away https://okart.us/blogs/the-log/returns-are-catalog-data 2026-08-12T09:00:03-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/c489795cb42fe5d1a72d7d45aa3bffc9.png?v=1784566088 A return is a bug report. You pay the postage. A return is a bug report. You pay the postage. https://okart.us/blogs/the-log/replatforming-without-losing-the-catalog 2026-09-05T09:00:02-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/ed551fff476189383a9c54fb1405db29.png?v=1784566091 The product counts match. The revenue doesn't. The product counts match. The revenue doesn't. https://okart.us/blogs/the-log/what-642000-skus-taught-us 2026-08-26T09:00:01-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/9c196a3ed25e75725867ebab4ab360ac.png?v=1784566094 642,000 SKUs later, every catalog has the same seven problems 642,000 SKUs later, every catalog has the same seven problems https://okart.us/blogs/the-log/the-catalog-pnl 2026-09-17T09:00:04-04:00 weekly https://cdn.shopify.com/s/files/1/0970/2771/9514/articles/6c8004ed94ce7f731369d2a9ea4df2d5.png?v=1784566097 No P&L has a line called catalog. The money leaks anyway. No P&L has a line called catalog. The money leaks anyway.