Answer Engines

Analyst relations is one of the larger fixed costs in an enterprise B2B marketing budget and one of the least examined. As buyers begin vendor research in AI assistants, and the analyst firms put generative interfaces over their own research, the path by which analyst opinion reaches a buying committee has changed. The briefing matters less than what ends up in writing. Here is how to evaluate the program honestly before the 2027 renewal, and where to move the effort.

Bot management at the CDN layer has quietly become the most consequential content distribution decision in B2B marketing—and in most companies it was configured by infrastructure or security teams with no marketing input. As AI retrieval systems and buyer-side agents become primary discovery paths, a default-deny posture can make a brand invisible in exactly the channels that now matter. Here is how to build an access policy that distinguishes between crawlers worth blocking and crawlers you are paying to reach.

Traditional SEO focused on ranking in search results. Answer Engine Optimization focuses on being the source AI systems cite when answering questions. Here’s what B2B marketers need to know.