Blog

Thinking in Public

Architecture decisions, product thinking, and the mechanics of making AI search actually work for e-commerce brands.

Architecture2026-02-175 min

The Industry Is Building the Wrong Thing

Everyone is building AI dashboards. Nobody is building AI systems that safely execute. The future of catalog intelligence isn't smarter screens — it's separated architecture.

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Architecture2026-02-164 min

Every Platform Speaks a Different Language

Shopify uses metafields. WooCommerce uses custom attributes. Feeds flatten everything into TSV columns. Without a canonical schema, your AI agent is just guessing.

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Architecture2026-02-153 min

The Most Dangerous Shortcut in AI

You can point GPT-4 at your catalog and say 'fix it.' For ten products, it works. For five thousand, it breaks in ways you won't notice until the damage is done.

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Engineering2026-02-143 min

Nothing Touches Production Without a Trail

In EKOM, there is no code path from a chat message to a production write. Every change is a versioned patch. Every patch has a reason. Every reason has a record.

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Product2026-02-133 min

You Can't Measure What Doesn't Share

AI platforms don't provide analytics to brands. There is no Google Analytics for LLMs. Visibility measurement is synthetic and directional — and it's still a step change from zero.

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Product2026-02-123 min

A Dashboard Never Fixed Anything

The e-commerce tooling market spent a decade building dashboards. They show you what's broken. Then they leave. EKOM doesn't monitor — it acts.

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Engineering2026-02-247 min

We Tried to Build One Engine. We Needed Three.

We started with meta titles. Then descriptions. Then colors, materials, GTINs. That's when we realized: different fields need fundamentally different systems. Here's the framework that emerged.

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