Revenue Legibility: What Investment Decks Obscure

An operating partner at a mid-market PE fund described the problem with precision that has stayed with me: “We have more data on the companies we invest in than at any point in the history of private equity. We still cannot determine whether the revenue is durable.”

He was not referring to fraudulent reporting. He was describing a specific analytical gap that persists across the majority of commercial due diligence processes I have observed in the IP and LegalTech sector. The financial metrics are always examined thoroughly. The commercial architecture underneath those metrics almost never is.

The Surface Layer

Every investment deck and board presentation includes the same metrics: ARR, year-over-year growth rate, gross retention, net retention, logo count, average contract value. These numbers establish the narrative. They frame the valuation multiple. They are the basis on which investment committees make allocation decisions.

They are also, taken in isolation, radically insufficient as indicators of revenue durability.

ARR tells you what the company earns today. It does not tell you whether the composition of that revenue is structurally sound or fragile. Growth rate tells you the trajectory. It does not tell you whether the trajectory is powered by a repeatable engine or by a sequence of one-time events that will not recur. Logo count tells you how many customers exist. It does not tell you whether those customers were acquired within the ICP or whether the company has been diluting its focus to maintain growth appearances.

The Four Indicators

In my work with PE funds and vendor leadership teams, I have identified four indicators that consistently separate legible revenue from performative revenue. Each operates at the commercial architecture layer — below the financial metrics, above the operational details.

ICP Dilution. The first indicator measures the extent to which revenue has been generated from customers outside the company’s ideal customer profile. A company with $4.2M in ARR and 45 logos appears healthy on the surface. Three questions into the analysis, a different picture emerges: 62% of revenue is concentrated in the top five accounts. The remaining forty logos contribute marginal revenue at disproportionate servicing cost. Many were acquired during periods of pipeline pressure, when the sales team broadened its targeting to maintain activity metrics.

ICP dilution inflates ARR in the short term while depressing retention and expansion in the medium term. The accounts acquired outside the ICP churn at higher rates, expand at lower rates, and consume more support resources per dollar of revenue. The effect is invisible in the ARR figure and visible only when the composition of the customer base is examined at the account level.

Pipeline Quality. The second indicator examines the structural integrity of the sales pipeline. In many IP and LegalTech companies I have assessed, pipeline coverage ratios appear strong — 3x to 4x target is common. But the pipeline is constructed without stage qualification criteria.

Forty percent of open opportunities have no defined next step. Average deal age exceeds the median sales cycle by 2.3x, indicating a substantial proportion of stalled opportunities inflating the coverage calculation. Weighted pipeline calculations apply stage probabilities that were established based on historical averages that no longer reflect current market conditions.

Pipeline coverage ratios are meaningless without stage discipline. A company with 3x coverage and 40% of its pipeline in undefined status does not have a 3x pipeline. It has a pipeline of unknown size containing an unknown proportion of opportunities that will never close.

Discount Leakage. The third indicator tracks pricing concession patterns across the revenue base. In the absence of a discount approval matrix — which is the norm rather than the exception in IP and LegalTech vendors below $15M ARR — each deal is priced through individual negotiation. The result is margin variance of 15 to 40 percentage points across deals for the same product, in the same market segment, during the same quarter.

CAC payback calculations assume a consistent gross margin that does not exist in practice. A company reporting 18-month CAC payback on a blended basis may have a third of its book at infinite payback — deals closed at margins that will never recover the acquisition cost within the expected customer lifetime.

The absence of discount tracking means this information is not available in standard reporting. It must be reconstructed from deal-level data, which many companies do not maintain in a format amenable to analysis.

Execution Risk. The fourth indicator measures the degree to which revenue generation depends on specific individuals rather than on a system. The most direct measure is win rate variance: what is the close rate when the founder is involved in the sales process versus when the founder is not?

In one assessment, the variance was 38% with the founder versus 9% without. No documented sales process existed. No discovery framework had been formalized. No playbook operated independent of the founder’s network and intuition. At Series A, this concentration is expected and tolerable. At $5M+ ARR and certainly at the growth equity stage, it represents an existential concentration risk that directly affects the company’s ability to scale beyond the founder’s personal capacity.

Implications for Due Diligence

The purpose of examining these four indicators is not to produce a pass/fail assessment. Companies at the growth stage will exhibit weakness in at least one, and often in multiple dimensions. The purpose is to make the revenue legible — to ensure that the investment thesis is built on an accurate understanding of how the revenue was generated, how durable it is, and what structural interventions are required to improve it.

A company with strong ARR growth but significant ICP dilution requires a different value creation plan than a company with moderate growth but clean ICP discipline. A company with apparent pipeline strength but no stage qualification requires a different operational intervention than a company with a smaller but structurally sound pipeline.

The question is not whether revenue is growing. The question is whether it is legible. Before the term sheet. During the hold. At the exit.

— Sacha Lafaurie, Founder & CEO, Riseon Advisory