1.How do you believe companies should use AI in ongoing investor relations activities? (Select all that apply)

Investor targeting

Proxy matters (e.g., to predict vote outcomes)

Shareholder proposal benchmarking

Creating content for / targeting retail shareholders

Companies should not use AI for ongoing IR activities

2.If you were advising a company, which of the following materials do you think it makes sense to draft using AI? (Select all that apply)

Earnings materials (press releases, scripts, etc.)

Message-test and narrative refinement

Research / peer or industry analysis

Simulate investor / analyst questions or reactions

No use of AI at all

Other (please specify)

3.How should companies adapt how they create materials with LLMs in mind? (Select all that apply)

Expand FAQs

Publish key content as webpages instead of only PDFs

Enhance tracking of how materials show up across LLMs

Onboard a tool to make web content more accessible to AI platforms

They shouldn't adapt with AI in mind

4.Select the statement that most aligns with your experience with AI in your work to date.

AI has dramatically changed how I think about IR work.

AI has made some things easier but otherwise has had little impact on IR work.

AI has had little to no impact on IR work.

AI has made IR harder / more complicated.

5.How should AI inform IR work?