kya labs · Observatory
How agents shop.
Observatory is our ongoing research into how AI agents navigate websites, compare options, and make their way through shopping journeys.
Free research
How Agents Shop
A research letter from kya labs about what we observe as agents move through the web. Read the latest issue and subscribe for future publication updates.
Read the researchResearch archive · Week 2026-W36
How we collect our research →What the research covers
- Product discovery on real websites.
- How agents navigate a shopping task.
- Where shopping progress slows or stops.
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