Recognition ≠ Selection.
Why businesses that are visible to AI systems are still excluded from AI-generated recommendations. B2Ai names the upstream layer — between humans and AI — where businesses must become legible, trustworthy, and selectable before they are presented to users or agents.
The B2Ai body of work.
The B2Ai Thesis v2.6.1. Why businesses visible to AI systems are still excluded from AI-generated recommendations — and the framework for diagnosing and correcting the gap. Introduces the B2Ai field, the eight operating layers, the SOMAR diagnostic methodology, and the six Choosing Layer failure modes. Field-grounded: 23 companies, 8 industries, 4 AI systems tested.
As the market shifts from AI as an answer surface to AI as an execution surface, a new gap emerges: Selection ≠ Transaction. Businesses can be selected by AI systems and still fail the agentic transaction layer if they cannot expose capabilities, accept agent-initiated actions, or support post-transaction accountability. Covers the emerging protocol stack (UCP, AP2, A2A, MCP, ACP, x402), the payment and trust layer, and what B2A-ready businesses will need to expose. 19 verified citations.
The B2Ai vocabulary.
- B2Ai — Business-to-AI Intelligence.The upstream layer where businesses must become legible, trustworthy, and selectable to AI systems before they are presented to humans, agents, or downstream decision workflows.
- The Choosing Layer.The system layer at which an AI model moves from a pool of legible candidates to a selected output. Where recognition ends and selection begins.
- The Selection Gap.The measurable distance between machine recognition and machine preference. A business can be recognized without being recommended. 89% recognition. 9% selection. That gap is the research.
- SOMAR — Selection, Output Mediation, Authority Resolution.The diagnostic protocol for analyzing selection behavior in AI-mediated answer events after machine legibility has been achieved.
- B2A — Business-to-Agent (Appendix C extension).The next gap: Selection ≠ Transaction. When agents do not merely recommend but act. B2Ai determines whether a business is selected. B2A determines whether that selection can become authorized action.
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