The New B2B Discovery Path
B2B buyers increasingly start their research by asking AI platforms for vendor recommendations, comparisons, and evaluations. This bypasses traditional discovery channels like search engines, review sites, and analyst reports — or more accurately, AI synthesizes all of these into a single conversational answer.
How LLMs Evaluate B2B Vendors
Our research analyzed over 50,000 AI-generated B2B vendor recommendations to understand the signals LLMs use. Key factors include content authority, third-party validation, product documentation quality, customer case studies, and structured competitive data.
The Influence Orchestration Model
We introduce the concept of "influence orchestration" — the strategic coordination of all digital signals that inform how AI platforms discuss your brand. This goes beyond content optimization to include PR, analyst relations, review management, and partnership signals.
Case Studies
We present three detailed case studies of B2B companies that have successfully implemented influence orchestration strategies, resulting in 3-5x improvements in AI-generated vendor recommendations.