Reading Traction Honestly: Real Signal vs Vanity Metrics

A wall of recognisable customer logos and a big number with a steep arrow are the easiest slide in any deck to admire, and the easiest to dress up. Traction is supposed to be the moment the story meets reality, but it is also where a founder has the most room to choose which numbers you see. Learning to read traction honestly, to separate the metric that predicts from the one that merely impresses, is one of the highest-value habits an investor can build.

Why traction is the easiest thing to fake

Traction is the third question in the first-pass screen: is it real, or is it a logo slide. It earns that suspicion because almost any activity can be presented as momentum. A company can show registered users that never came back, a pilot described as a customer, a free trial counted as adoption, or a one-off implementation fee folded into recurring revenue. None of this is necessarily dishonest; founders genuinely believe in their companies and naturally lead with their best number. The investor's job is not to assume bad faith, but to ask, of every impressive figure, what it actually proves.

The way to do that is to rank the things a company can show you by how much commitment each one represents. A download costs the customer nothing and proves almost nothing. A renewal costs the customer real money and a deliberate decision, and proves a great deal. Every traction metric sits somewhere on that ladder, and the higher up it sits, the harder it is to fake and the more it predicts.

Retention is the number that cannot be faked

If you can only check one thing about traction, check whether customers stay. New sales can be bought with discounts, favours and one-time pushes, but a customer choosing to renew a year later, and to spend more, is a verdict the founder cannot manufacture. This is why net revenue retention is the metric experienced investors reach for first: above 100% means the existing base grows on its own, even before a single new logo, which is the closest thing to proof that the product delivers lasting value. A company growing its top line fast while its existing customers quietly leak away is filling a bucket with a hole in it, and the hole is what predicts the future.

Cohort data is how you see it. Ask the founder to show each month's new customers as a group and how much of that group is still paying six and twelve months later. Healthy B2B cohorts flatten out at a high level and then expand; leaky ones decay toward zero. A founder who has this data and shares it openly is telling you something good before the chart even loads, and one who cannot produce it, for a company old enough to have it, is telling you something too.

The questions that cut through

A handful of plain questions move you up the ladder fast. Of these logos, how many are paying, and how much. How many were still active a year later. What share of revenue is recurring versus one-time. Would your best customer be genuinely upset if they had to stop using this tomorrow. And, the one that reveals the most, can I talk to two customers you would rather I did not. The reaction to that last question often tells you more than the answer. Real traction has nothing to hide behind, and a founder who is proud of their retention will hand you the phone.

The takeaway

Traction is where decks are most flattering and reality is most checkable, which makes reading it honestly a core investing skill. Rank everything a company shows you by the commitment it represents, weight renewals and expansion far above signups and downloads, and treat retention as the one number that cannot be bought. A logo slide tells you a founder can start a relationship; cohorts and renewals tell you whether the product can keep one. The second is what compounds into an outlier, and the discipline of looking past the first is what separates an investor who reads traction from one who is impressed by it.

It is the lens EvoScale Capital brings to every B2B submission, reading traction by quality rather than by the size of the logo wall, alongside people who have sold into these buyers and can tell a real reference from a polite one. The numbers a founder chooses to show are a starting point. The ones they will let you verify are the story.