G · DiagnosisHypothesis / refuted

Depth-to-Multiple Pattern

The conjecture: the earlier in the layer chain a company's defensibility arises, the more likely the market pays a growth multiple; the later, the more likely a cash-flow multiple. As of today, a hypothesis with too small a data base.

When you need this method

Valuation multiples for B2B software vary enormously, and leadership teams look for a pattern explaining why comparable companies are priced so differently. One possible ordering: companies whose strength sits early in the chain (position, demand) get valued as a bet on the future; companies with late strength (economics, compound) as a bet on existing retention. Whether this pattern holds is open.

Approach

  1. 1Use the five-layer scan to determine where in the chain the company's defensibility primarily arises.
  2. 2Phrase the expectation as a hypothesis: early green points toward equity and growth logic, late green toward cash-flow and PE logic.
  3. 3Use the classification solely as a thinking device for conversations and scenarios, not as a basis for valuation.
  4. 4Collect verifiable multiple data points to test or discard the hypothesis over time.

Typical application

A typical case: a leadership team debates whether to shape the company toward a growth round or a later cash-flow-oriented sale. The scan shows strength late in the chain: high retention, solid economics, but little category pull up front. As a thinking hypothesis, that points toward the cash-flow track and against the narrative of a category bet. The team explicitly treats this classification as a working assumption and tests it against real market signals rather than basing decisions on it alone.

Limits and counter-indications

The pattern is an unproven hypothesis: it rests on only two to three public multiple data points, a sample far too small for a rule. It must not be communicated as a finding or forecast. The related deal-type lens has already been refuted as a predictor; the same caution applies here.

How to measure impact

The number of verifiable multiple data points supporting or refuting the hypothesis; only with a viable sample would an upgrade be conceivable.

Related methods

Sources

  1. 1.Strategic and Financial Bidders in Takeover Auctions (opens in a new tab) · The Journal of Finance 69(6) (Gorbenko, Malenko) · 2014 · academic and scholarly literatureStützt die Richtung der Vermutung, weil gerade reife und schwach wachsende Zielunternehmen von finanziellen Bietern höher bewertet werden als von strategischen.
  2. 2.Hacking Software's Rule of 40 (opens in a new tab) · Bain & Company (Depeyrot, Heap) · 2018 · investment, consulting or analyst firmZeigt an 124 börsennotierten Softwareanbietern, dass junge Firmen den Maßstab über Wachstum erfüllen und reife über Marge, der Markt also je nach Reife auf unterschiedliche Größen schaut.

Origin: eigen

Last reviewed: 2026-07-25 by Dr. Oliver Gausmann

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