LLMs and analyst relations: opportunity, adaptation and the risks we can’t ignore
Let’s start with the upside. LLMs fundamentally changing what’s possible in analyst relations work at scale.
Large language models (LLM) are revolutionising analyst relations by boosting research productivity, enhancing vendor interactions, and strengthening competitive edge. They present both opportunities and challenges for AR leaders. Analyst Engagement Optimisation (AEO) focuses on designing strategic engagement plans and communication for greater impact. Geographic/Global Engagement Operations (GEO) broadens AR’s reach across different regions and markets. LLMs speed up research by helping AR professionals synthesize reports, pinpoint key themes, and quickly identify consensus or differences. They also enable personalized messaging, targeted outreach, and firm positioning, allowing smaller AR teams to accomplish more through faster workflows and higher output.
More importantly, LLMs free AR professionals to focus on irreplaceable work: relationship-building, executive advising, and strategic judgment calls on positioning. They don’t replace strategic thinking—they create room for it.
We will discuss the impact of LLMs that are fundamentally reshaping how AR teams approach AEO/GEO by:
- Accelerating research
- Scaling personalization
- Enabling efficiency at scale
- Shifting focus to strategy
But with real risks: accuracy issues, hallucination, bias in synthesis, data privacy concerns, and the danger of over-automating relationship work that requires genuine human engagement.
What’s the answer isn’t “using LLMs” or “not using LLMs”—it’s integrating them strategically as a tool to amplify AEO/GEO efforts while maintaining the trust and authenticity that analyst relationships demand.
This discussion will help identify members’ most pressing AI issues and shape the topics, formats, and resources we develop next.
This IIAR> webinar will be hosted by the IIAR> Editorial Committee:
- Sarita Kincaid / Senior Director, Analyst Relations, SugarCRM (LinkedIn)
- Ludovic Leforestier / IIAR> Board Member and Founder, Starsight Communications (LinkedIn)
- Robin Schaffer / Principal AR Consultant, Schaffer AR (LinkedIn)
- Noelle Shipley / Head of Editorial Committee, Independent AR professional (LinkedIn)
- Dr. Jochen Wolf / Global Communications and Analyst Relations Professional, VP Analyst Relations, Sapiens (LinkedIn)
Date> Thursday, 17th September 2026
Time> 0800 PDT / 1100 EDT / 1600 BST / 2030 IST (other time zones)
Slides and recording will be available on the IIAR> Members Area
- The full recording of this webinar will be available to Members on the IIAR> Members video library.
- Become an IIAR> member today to receive access to the LIVE streaming or to the stored conten
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