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Data, guides and tools for e-commerce AI visibility and SEO.

6 July 2026 · 4 min

We scanned 7,446 Finnish online stores — 82% aren't readable by AI

A July 2026 study: we analyzed the product pages of 5,618 Finnish online stores, and 92% don't expose their prices in a machine-readable form. Here's the full data and what it means for merchants.

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3 July 2026 · 2 min

We analyzed 3,813 online stores — fewer than 1% are readable to AI

Spring 2026 data: across 3,813 international e-commerce sites, only 30 earned an A for AI readability. Just 10% expose Product schema. Platform-by-platform breakdown inside.

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