Insights
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Field notes on platform engineering, automation and the systems behind B2B growth.

Agents started buying. What your site has to say about itself now
Google's Universal Commerce Protocol launched with Shopify, Target and Walmart. It is not really an e-commerce story: it is about whether a machine can find out what you sell and on what terms.

Clicks fell 42%. What survived tells you what to write next
Organic clicks fell 42% since AI Overviews expanded, but the losses were not evenly spread. Evergreen explanation lost; time-sensitive material grew. That rule is actionable.

Google now shows you AI search traffic — and offers a switch to disappear from it
Search Console now reports impressions in AI responses, page by page. It shipped alongside a control that removes you from those answers. One of the two is worth using.


