Why 'people loved it' counts for nothing
Investors apply a politeness discount to everything you tell them about feedback, and the discount is close to 100 percent. Your friends love your idea because they love you. Strangers you pitched at a meetup said it sounds cool because that is the fastest way to end the conversation. Even genuine enthusiasm is cheap: saying I would totally use that costs the speaker nothing, so it proves nothing. Investors have heard people loved it from a thousand founders whose products later launched to silence.
Waitlist numbers get discounted almost as hard, and founders find this genuinely unfair until they think it through. An email address is free to give. The person typing it has no idea what your product costs, has committed nothing, and in most cases will never open your launch email. Most waitlists convert to paid at rates so low that a big signup number tells an investor mostly one thing: you are good at collecting emails. That is a marketing skill, not proof of demand.
The common thread is cost. Words are free, emails are nearly free, and evidence starts where cost begins. The question an investor is silently asking behind this question is: what did a stranger give up to get closer to your product? If the answer is nothing, you have anecdotes. If the answer is money, time, or reputation, you have something to talk about.
- Compliments from people who know you: worthless as evidence, discount to zero.
- Survey answers about future behavior: people are terrible at predicting what they will pay for.
- Free waitlist signups: weak signal, heavily discounted, useful mainly as a pool to test on.
- Enthusiasm in demos you ran: you were in the room selling. It does not count.
The evidence ladder
Rank every piece of demand evidence by one test: how much did it cost the person to produce it, and did they produce it without you in the room? At the top of the ladder sit costly actions by strangers. A stranger who clicked a button that said 99 a month, knowing the price, wanted the thing more than they wanted to keep browsing. A stranger who walked through a fake door flow, or pre-ordered, or put down a deposit, gave up money or effort. These people were not being polite. They did not know you. That is what makes them proof.
One rung down is measured conversion from cold traffic. Not raw clicks, conversion: out of this many strangers who saw a clear offer at a clear price, this fraction acted. A rate from cold traffic is honest because the audience did not arrive pre-warmed by your network. It also comes with a denominator, which is what separates a number from an anecdote. Fifty signups means nothing on its own. Fifty signups from 900 cold visitors is a rate an investor can reason about.
The bottom rung that still counts is repeated organic complaint volume: strangers in communities describing your exact problem, in their own words, over and over, without being prompted. It is weaker than a costly action because complaining is free, but it is real because nobody complains recreationally about client onboarding paperwork. Below this rung is everything else, and everything else should stay out of your pitch.
- Rung 1: strangers taking a costly action. Clicking a priced CTA, completing a fake door flow, pre-ordering, paying a deposit.
- Rung 2: measured conversion from cold traffic. A rate with a denominator, from people you did not know.
- Rung 3: repeated organic complaints. The same pain, in the same words, from unconnected strangers in public.
- Not on the ladder: friends, surveys, demo enthusiasm, and waitlist totals without a conversion story.
Get real proof this week for under 100 dollars
The good news is that top-of-ladder evidence is cheap to generate. A landing page smoke test is the workhorse. Build a one-page site that sells the product as if it exists: the problem, the promise, a real price, and a call to action that implies commitment, like Start free trial or Get started for 99 a month. Behind the button, be honest: a page that says the product is launching soon, here is where you are on the list, and optionally a way to pre-order or book a call. Put 50 to 80 dollars of ads from Reddit, Meta, or Google in front of the audience you claim wants this, and measure who clicks the priced button.
A fake door test is the same idea aimed at a single feature or offer, and it works inside communities without ad spend. Post where your audience already gathers, describe the thing plainly, and link to the page. The door is fake because the product is not built yet. The measurement is real because the people walking through it are strangers acting on their own interest. When they hit the honest reveal, tell them the truth and offer them the list or a discount. Most people respect it, and the ones who get annoyed were never going to pay anyway.
Two rules keep the test honest. First, set your pass and fail numbers before you launch, exactly as in lesson one, or you will squint at any result until it looks like a yes. Second, keep the price on the page. A smoke test without a price is a compliment machine: you will get clicks from people who would never pay, and you will learn nothing an investor cares about. The price is the whole point. It is what turns a click into a costly action.
- Day 1-2: write the page. One problem, one promise, one real price, one CTA that implies commitment.
- Day 3: launch 50-80 dollars of cold ads at your claimed audience, or post the fake door in 2-3 communities.
- Day 4-6: let it run. Do not touch the page mid-test or your rate means nothing.
- Day 7: count. Visitors, priced-CTA clicks, emails left after seeing the price, pre-orders or booked calls.
- Decide against the pass/fail line you wrote down before launch, not the one you wish you had written.
Which numbers to say in the pitch, and which to keep quiet
Not every result deserves airtime. As a rough rule of thumb, cold-traffic conversion to a priced action in the low single digits is normal for a new offer, and a rate meaningfully above that, roughly 5 percent or better, is worth repeating out loud. Below 1 percent, stay quiet and fix the offer or the audience before you pitch, because volunteering a weak rate does more damage than saying you are still testing. Pre-orders and deposits are different: state them as absolute counts, because any stranger paying for a product that does not exist yet is remarkable at this stage. Seven pre-orders sounds small until the investor remembers what it took to get them.
The answer format is two sentences: what you put in front of strangers, and what fraction of them took a costly action. We put a priced landing page in front of N cold visitors from [where], and X percent clicked the [price] plan; Y of them pre-ordered. That is the whole answer. No adjectives, no waitlist total, no quote from a friend. It lands because it is falsifiable, and because the investor can hear that you already think in experiments, which is a signal about you, not just the idea.
This is also exactly the artifact a validation run in Olune's /validate is built to produce: a priced test in front of cold traffic, with the conversion math done for you and an honest read on whether the number clears the bar. However you generate it, walk into the room with a denominator. The founders who get funded at this stage are rarely the ones with the biggest waitlist. They are the ones whose evidence survives the politeness discount.