Pitching and Persuasion: How Investors and Clients Actually Make Decisions

Most entrepreneurs prepare their pitches as if decisions are made rationally. The presentation is built around the product: here are our advantages, here are the numbers, and here is why we are better than the competition. The logic is clear—if the decision is rational, the one with the strongest arguments wins.
The problem is that research into how investors and clients actually make decisions paints a different picture. A decision almost never comes down to a comparison of features. It is influenced by factors that entrepreneurs most often underestimate: who you are, how you reached them, and how easy it was to digest what you said.
This article is about the gap between what entrepreneurs think is important in a pitch and what the data actually shows.
What venture capitalists really consider
The most extensive study on this topic is the paper "How Venture Capitalists Make Decisions," by Paul Gompers, Will Gornall, Steven Kaplan, and Ilya Strebulaev, published in the Journal of Financial Economics in 2020. The authors surveyed 885 institutional venture capitalists from 681 funds—this is likely the most comprehensive cross-section of the industry to date.
The main conclusion, which contradicts the intuition of most founders, is that when choosing investments, venture capitalists consider the team more important than the product or the technology. Furthermore, investors attribute the ultimate success or failure of an investment more to the team than to the business itself.
This flips the standard pitch logic on its head. Entrepreneurs prepare slides about the product, the market, and the technology, but the person on the other side of the table is primarily evaluating the people—the founder and the team. The product matters, but it’s not the primary factor that drives the decision.
The second takeaway is just as important. Very few venture capitalists use the methods taught in finance textbooks. Only a handful apply Discounted Cash Flow (DCF) or Net Present Value (NPV) to evaluate investments. About 9% of surveyed investors use no quantitative metrics at all to evaluate a deal, and roughly 20% don’t even build cash flow projections when investing. The reason is simple: at the early stage, uncertainty is so high that detailed financial models offer a false sense of precision rather than real insight (this echoes the distinction between risk and uncertainty, which is worth discussing separately).
Practical takeaway: if you build your investor pitch around a detailed five-year financial projection, you’re wasting energy on something the investor likely doesn't take seriously. And you may be giving less attention than you should to the things they do take seriously: the team and you as the founder.
The "Warm Intro" Effect: How you got to them matters more than what you said
There is a distinct body of data showing that accessing an investor through a mutual acquaintance (a "warm introduction") radically increases your chances compared to a cold email.
Caution is required here: most of the data on this topic is published by venture capital firms themselves in blogs rather than in peer-reviewed journals, and the figures vary significantly. Different sources cite a conversion rate from cold email to first meeting in the range of 1% to 5%, while warm introductions are exponentially higher. Providing an exact number would be dishonest, as every fund has its own internal statistics and counting methodology. However, the trend is consistent across all sources: an introduction through a mutual contact works several times better than reaching out directly.
The mechanism is clear and is supported by the psychology of trust. When you are recommended by someone the investor trusts, a portion of that trust is transferred to you before you even open your mouth. The investor is evaluating not just you, but also the person vouching for you—which means the person providing the recommendation is putting their own reputation on the line. This is a signal that cannot be faked through the content of a pitch.
The same mechanism applies to enterprise sales. Approaching through a mutual acquaintance, a referral from an existing client, or an industry community places you in a different category of perception than a cold outreach—even if your offer is identical.
This has a direct consequence for entrepreneurs, and it brings us back to the topic of your ecosystem. Access to the right people through a referral isn’t a matter of luck; it’s a function of the environment you operate in. If your network doesn’t include people capable of providing a warm introduction to an investor or a major client, no pitch in the world will compensate for that. Therefore, networking is an integral part of preparing to raise capital, not something separate from it.
Cognitive Ease: Why Clarity Feels Like Truth
The third layer concerns how your message is perceived. This is grounded in the work of Daniel Kahneman (specifically his 2011 book Thinking, Fast and Slow) and research on "processing fluency" conducted by Norbert Schwarz, Daniel Oppenheimer, and others.
The core principle is this: humans have a subjective sense of how easily they process information. When something is perceived effortlessly—the text reads well, the idea is clear on the first pass, the structure is transparent—it creates a state that Kahneman calls cognitive ease. Here is the key: in this state, people are inclined to perceive the information as more truthful, more familiar, and more trustworthy. This happens not because they’ve critically verified the content, but simply because it was easy to process.
The inverse is also true. When information is presented in a complex way—convoluted structure, cluttered slides, unexplained jargon—it triggers what Kahneman calls System 2, the mode of critical analysis. People become more skeptical and nitpicky.
For a pitch, this means doing the exact opposite of what many entrepreneurs do. A complex, dense, detail-heavy pitch doesn't make you look more serious—it makes you look less persuasive because it forces the listener to exert mental effort, and that strain mobilizes skepticism. A simple, clear, well-structured pitch is more persuasive not because it contains less substance, but because it creates cognitive ease, which registers as credibility.
Kahneman notes another factor: information from a source you like and trust also triggers cognitive ease. This ties into the power of a warm intro—a recommendation from a mutual acquaintance literally makes your message easier to process at a neuropsychological level.
A Note on Non-Verbal Signals
Pitching advice often claims that an investor’s decision is determined by body language, charisma, and vocal confidence rather than substance. Let’s be honest here: this is an area where there are far more bold claims than reliable data.
Certain studies do confirm that a founder’s perceived passion and confidence influence pitch evaluation. However, many popular theories regarding "the percentage of a decision determined by body language" stem from misinterpreted early research and fail to replicate in rigorous experiments. Therefore, the reasonable position is this: non-verbal delivery is important as a component of overall cognitive fluency (a nervous, incoherent pitch creates cognitive strain and lowers trust), but there is no basis for building a strategy around the idea that "charisma is what matters most, not the substance." According to Gompers and Kaplan, the team and the content remain primary.
The Big Picture
Let’s put it all together.
Decisions made by investors and enterprise clients are not a rational comparison of feature sets. Venture capitalists prioritize the team over the product and rarely rely on formal financial models at the early stage. How you reached them—via a warm introduction or cold outreach—alters their perception even before they hear your pitch. The content itself is processed through a filter of cognitive ease: what is easy to understand feels true, while complexity triggers skepticism.
This means that three things entrepreneurs often treat as secondary—who you are as a team, how you gained access, and how easy you are to understand—actually drive decisions more powerfully than the product advantages and spreadsheets that take up most of your prep time.
What to do about it
Several direct implications derived from this research.
Build your pitch around the team, not just the product. If investors attribute success more to the team than the business itself, then the answer to the question "why are you the ones to pull this off?" should take up as much space in your pitch as the product description. This doesn’t mean bragging about your resume—it means demonstrating why this specific team is uniquely positioned to win in this market.
Invest in warm intros before you actually need them. You can’t build a warm introduction in the week leading up to a round. It’s built through a network of relationships cultivated well in advance—via communities, industry connections, and other founders. This ties into the concept of your environment: your network is part of your fundraising arsenal, not something separate from it.
Simplify to the limit without losing the essence. Every unnecessary layer of complexity in a pitch works against you because it triggers skepticism in the listener. A transparent structure, a thesis that is understandable on the first pass, and the absence of overloaded slides aren't just cosmetic—they are direct levers of persuasion. If the person across from you has to strain to understand you, they are also straining to believe you.
Don’t confuse complexity with seriousness. Trying to look substantial by piling on details and jargon is a common mistake. Data suggests the opposite: a clear message is perceived as more credible. Seriousness is proven by the quality of your thinking, not by the density of your slides.
Prepare your pitch, but don’t bet everything on it. A confident, composed delivery helps—it reduces cognitive load for the listener. But it’s basic hygiene, not a strategy. There is no reason to stake your success on charisma instead of your team and substance.
What doesn’t work
The idea that "the product speaks for itself" doesn’t work. Even a great product is evaluated through the lens of the team, accessibility, and the pitch itself. The silent hope that quality will naturally shine through contradicts the reality of how decision-making works.
The idea that "the main thing is to get to the investor at any cost" doesn’t work. If you cold-pitch your way into a room where everyone else arrived via a warm intro, you start from a position of perceived disadvantage. Sometimes it is wiser to spend time building a path through a referral than to make your hundredth cold contact.
The idea that "the more data in the pitch, the more convincing it is" doesn’t work. An overloaded pitch is less persuasive than a simple one. This is counterintuitive, but it follows directly from research on cognitive fluency.
Bottom line
The most useful takeaway from this work is to change the question you ask yourself when preparing a pitch. Instead of asking, "How can I best showcase the product's advantages?", you should ask: "Why will the person across from me believe this specific team, will they find it easy to process what I'm saying, and how did I end up in front of them?"
Financial decisions are made by people, and they don’t make them the way finance textbooks describe. People evaluate other people, trust those who have been recommended to them, and believe what is easy to understand. A pitch built with this in mind will beat a pitch built solely around product features—even when the latter has a superior product.
Sources:
-
Kahneman D. Thinking, Fast and Slow. Farrar, Straus and Giroux, 2011. Sections on cognitive ease and illusions of truth.