
Token Efficiency: Make Your Pages Cheap to Parse
Every token your page wastes on navigation boilerplate, repeated scripts, and bloated HTML costs AI agents money. Token efficiency is the new page speed — here's how to optimize for it.
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2,000+ word deep dives on UCP, ACP, AP2, AEO, and GEO — with video summaries and full JSON-LD schema bundles. The definitive resource for agentic commerce knowledge.

Every token your page wastes on navigation boilerplate, repeated scripts, and bloated HTML costs AI agents money. Token efficiency is the new page speed — here's how to optimize for it.

By 2028, 90% of B2B purchases flow through AI agents — $15 trillion in annual transaction volume. This is not a trend piece. This is a sector-by-sector breakdown of where the money goes, who captures it, and what it costs to be in the room when the machines start buying.
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