01 · Blog
Blog
Findings and analysis on how stores read to AI shopping agents. What appears here is measured, the stores stay anonymous, and the methodology is open.
02 · Articles
Latest
We scanned 20 German stores. None is fully readable for AI.
0 of 20 fully readable, 0 of 20 with shipping data in the schema, 9 of 20 without machine-readable catalog access. The full audit, with open methodology and its limits.
- Analysis
The catalog lists everyone. Who wins the answer?
Shopify's Spring '26 put every eligible store into ChatGPT, Copilot and Gemini by default. Access is solved — the answer now picks by data completeness.
- Finding
9 of 20 stores give AI agents no catalog to read
7 untouched defaults, 2 active blocks. Most of them probably without knowing it, and nothing in a store's daily numbers flags it.
- Analysis
Your platform's AI toggle is not enough
Platforms generate the AI skeleton automatically. Shipping answers, GTINs and review markup are data only the merchant has, and that is where the sample fails.
03 · Your store
How does your store read to AI agents?
Every number above comes from public signals any store exposes. The free scan measures them for your store, in around 30 seconds.