LinkedIn-Bain research: AI has rewritten the B2B buying formula as 94% of buyers use LLMs before sales contact
By
Luis Rijo
Summary
LinkedIn's June 2026 research, conducted with Bain and Company over three years, reveals that B2B buying has fundamentally changed: 94% of B2B buying groups now use large language models (LLMs) before contacting sales. The signals driving AI-generated vendor recommendations and those driving human B2B vendor selection have converged, forcing marketers to rethink brand strategy and budget allocation. The report argues that AI retrieval and peer-based defensibility now determine which vendors get chosen, making it critical for B2B brands to optimize for AI discoverability and recommendation algorithms rather than traditional sales funnels.
Source
bskyLinkedIn-Bain research: AI has rewritten the B2B buying formula as 94% of buyers use LLMs before sales contactppc.landKey quotes
· 3 pulledThe signals driving B2B vendor selection and the signals driving AI-generated recommendations are now the same - a convergence that forces a structural rethinking of how B2B marketers build brand presence and allocate budgets.
94% of B2B buying groups now use LLMs before contacting sales.
AI retrieval and peer-based defensibility now determine who gets chosen.
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