Treadstone Associates
Case File · Sector Playbooks

A software business with month-to-month subscribers

Anonymised, illustrative composite. The seller's asking price was current monthly revenue times twelve. Every one of those subscribers could cancel with a single email, and the buyer's diligence team wanted to know how many actually would.

Treadstone Associates · Updated 2026

At a glance

  • • A software business's current monthly recurring revenue of $92,000, annualised the naive way, implied $1,104,000 of run-rate revenue — the seller's starting ask.
  • • Every subscriber contract was month-to-month, with no minimum term, so no portion of that figure was contractually guaranteed to still exist a year out.
  • • Twenty-four months of the company's own billing data showed 4.1% monthly revenue churn; compounded over twelve months, that leaves roughly 60.5% of a given month's revenue still in place a year later.
  • • Pricing the churn-adjusted floor instead of the naive run-rate cut the cash-priced revenue base by roughly $436,000, with the difference structured as a holdback tied to what actually renewed.

The situation

A buyer evaluating a vertical software business received a term sheet built on the seller's own math: current monthly recurring revenue of $92,000, multiplied by twelve, for a run-rate figure of $1,104,000 that the seller's asking price used as its revenue base. The company's related glossary entries for run-rate revenue and trailing twelve months describe exactly this kind of annualisation — and exactly why it needs testing before it prices a deal.

Every one of the company's subscriber agreements was month-to-month. None carried a minimum term, an annual commitment, or a cancellation notice period longer than the current billing cycle — a deliberate product decision the founders had made years earlier to keep the sales cycle short, with no thought at the time to how it would read to a future buyer.

The problem

A naive run-rate calculation assumes today's revenue simply continues. For a subscriber base with no minimum term, that assumption has no contractual support at all — every dollar of the $1,104,000 figure could, in principle, cancel inside thirty days. The buyer's diligence team pulled twenty-four months of subscriber-level billing history to test what the historical pattern actually showed, rather than accepting the point-in-time snapshot as a forward projection.

The seller's own explanation for the $92,000 figure was that it was simply “this month's number,” picked because it was the most recent and, not coincidentally, one of the strongest months in the trailing period. Nothing about the underlying subscriber agreements made that month more representative of the next twelve than any other.

The numbers

Naive annualised run-rate: $92,000 × 12 = $1,104,000. Measured monthly revenue churn from 24 months of billing data: 4.1%, implying 95.9% monthly retention. Compounded over twelve months: 0.959^12 ≈ 0.605. Churn-adjusted 12-month floor: $1,104,000 × 0.605 ≈ $668,024. Gap between the naive figure and the churn-adjusted floor: roughly $435,976.

The rule that decided it

Because no subscriber contract carries a minimum term, there is no contractual floor under the revenue the way an annual-contract SaaS business would have — the only defensible basis for pricing forward revenue is the business's own observed retention curve, run forward on a no-new-sales, pure-runoff basis. The buyer priced the cash-at-close portion of the deal against the $668,024 churn-adjusted floor rather than the $1,104,000 naive figure, and structured the roughly $436,000 gap as a holdback released against revenue actually realized over the following twelve months, rather than revenue merely observed on the day of the snapshot.

The same discipline is what an independent valuator is required to bring to any conclusion of value: CBV Institute's Valuation Practice Standards — Standard No. 100 (Valuation Conclusions and Valuation Reports) and its companion disclosure, scope-of-work and file-documentation standards, Nos. 110, 120 and 130, effective January 1, 2026 — “set the minimum requirements for a valuator to establish a credible and properly supported conclusion of value for shares, assets, liabilities, or any other business interest.” A bare point-in-time MRR figure, with no contractual commitment behind it, does not on its own meet that standard. Note what this is and is not: a professional standard binding on a Chartered Business Valuator, not a statute, and no statute governs how a private buyer annualises revenue.

What it would have cost otherwise

Had the buyer paid the full $1,104,000 naive run-rate in cash at closing, with no holdback structure, and actual realized revenue over the following year come in at or near the historical runoff floor — which is what the retention curve predicted and what closing-anniversary billing data in fact showed — the buyer would have overpaid by the same roughly $436,000, with no mechanism left to recover any of it. The holdback is what converted that exposure from a sunk loss into a contingent one.

The seller's counter-argument was that the historical churn rate reflected a period before recent product improvements, and that forward retention should run better. That may well be true, and the deal structure did not have to resolve the argument at signing — the holdback simply let the following twelve months of actual billing data answer the question, and pay the seller for whichever outcome actually happened rather than for the outcome either side predicted.

The tell

The tell is a single diligence question, asked before any revenue figure is annualised: does any subscriber carry a term commitment longer than the current billing period? Where the answer is no across the board, the current MRR snapshot is a ceiling to be tested against historical retention, not a floor to project forward as if it were contractually guaranteed.

Takeaways

  • • A run-rate figure (current MRR × 12) is only as reliable as the contractual commitment behind it — month-to-month subscribers carry none.
  • • Pull historical billing data and compound the observed monthly retention rate forward on a no-new-sales basis to get a defensible revenue floor, rather than trusting a point-in-time snapshot.
  • • Structure the gap between the naive run-rate and the churn-adjusted floor as a holdback tied to realized revenue, not as cash paid against a projection with no contractual support.
  • • Ask directly whether any subscriber has a minimum term before annualising anything — the answer changes which number is safe to price.

Sources

  • CBV Institute — Practice Standards — Valuation Practice Standards Nos. 100, 110, 120 and 130, effective January 1, 2026, which “set the minimum requirements for a valuator to establish a credible and properly supported conclusion of value for shares, assets, liabilities, or any other business interest.” A professional standard, not legislation — no statute governs how forward revenue is estimated on a private sale
  • Treadstone Law — Inflated revenue numbers on a business purchase — names “treating one-time revenue as ongoing — a large, unusual, or non-recurring sale presented as if it reflects normal monthly performance” as a recognised pattern, and covers when aggressive framing crosses into misrepresentation. It does not address subscription churn modelling
  • Treadstone Law — How an escrow holdback works on a business sale — the release mechanics and survival periods behind the holdback used here, and the warning that “a holdback is a convenience, not a limit on the seller's total exposure, unless the agreement specifically says otherwise”

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