What does ChatGPT say about your startup?

Dr. Eike Gerhardt explains why founders should think about what LLMs will find when investors use AI to research their companies.

Watch the full episode of Build Mode with Eike and Nephrogen founder Demetri Maxim for more advice on building a stronger investor pitch.

There is no such thing as the perfect pitch. But you can get close by implementing a few research-backed methods to your delivery, deck, and message.

In this episode of Build Mode, host Isabelle Johannesen sits down with Dr. Eike Gerhardt, who has aPhD in pitching and spent nearly a decade studying the science of startup pitching before starting Autopoiesis Sciences. And he’s joined by Demetri Maxim, co-founder and CEO of Nephrogen, who came in second at TechCrunch Startup Battlefield 2025.

Together, they break down Demetri’s actual Startup Battlefield pitch to unpack what worked, what could be improved, and what research tells us about how investors respond to founders. Eike explains why credibility signals matter, how technical founders can simplify without oversimplifying, and why Q&A should be treated as a second pitch. Demetri shares how he learned to explain complex biotech to generalist investors, how redesigning his deck changed his confidence onstage, and what he would do differently today.
They also explore how body language and authenticity affect a pitch, how investor questions can reveal bias, and how founders can use AI to prepare for difficult Q&A.

Here are the studies mentioned in the episode:
Kanze, D., Huang, L., Conley, M. A., & Higgins, E. T. (2018). “We Ask Men to Win and Women Not to Lose: Closing the Gender Gap in Startup Funding.” Academy of Management Journal
Figge, P., Graf-Vlachy, L., König, A., Demann, F., & Diessner, M. (2025). “Shades of Grey or Black and White? How Entrepreneurs’ Use of Cognitively Complex Language Affects Investor Funding.” Entrepreneurship Theory and Practice
Clarke, J. S., Cornelissen, J. P., & Healey, M. P. (2019). “Actions Speak Louder than Words: How Figurative Language and Gesturing in Entrepreneurial Pitches Influences Investment Judgments.” Academy of Management Journal
Jiang, L., Yin, D., & Liu, D. (2019). “Can Joy Buy You Money? The Impact of the Strength, Duration, and Phases of an Entrepreneur’s Peak Displayed Joy on Funding Performance.” Academy of Management Journal.
Chen, X.-P., Yao, X., & Kotha, S. (2009). “Entrepreneur Passion and Preparedness in Business Plan Presentations: A Persuasion Analysis of Venture Capitalists’ Funding Decisions.” Academy of Management Journal
Zhu, L. Y., Young, M. J., & Bauman, C. W. (2024). “Linking Anxiety to Passion: Emotion Regulation and Entrepreneurs’ Pitch Performance.” Journal of Business Venturing
Allison, T. H., Davis, B. C., Webb, J. W., & Short, J. C. (2017). “Persuasion in Crowdfunding: An Elaboration Likelihood Model of Crowdfunding Performance.” Journal of Business Venturing
Clark, C. (2008). “The Impact of Entrepreneurs’ Oral ‘Pitch’ Presentation Skills on Business Angels’ Initial Screening Investment Decisions.” Venture Capital

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