Key takeaways
– The times‑revenue method values a company by multiplying its revenue over a chosen period (usually trailing‑12‑months, TTM) by an industry‑appropriate multiple.
– It’s simple and useful for young, high‑growth, or unprofitable companies where earnings are volatile or nonexistent (e.g., many SaaS startups).
– Major limitation: it ignores expenses and profitability; it should be used together with earnings‑based and asset‑based valuation approaches.
– Multiples vary widely by industry, company stage, growth profile and market conditions — common small‑business multiples are often between 0.5× and 3×, while high‑growth software firms can trade much higher.
Source: Investopedia (Julie Bang), plus general valuation literature (Rothman) and public filings.
How the times‑revenue method works
1. Select the revenue period — typically the most recent 12 months (TTM) or the last fiscal year.
2. Select an appropriate multiple (“times”). Multiples are derived from comparable transactions, public comps, historical deals in the industry, market sentiment and the target’s specific risk/ growth profile.
3. Multiply TTM revenue by the chosen multiple to produce a valuation range (or a single estimate).
Formula
– Valuation = Revenue × Revenue Multiple
– Multiple = Purchase Price ÷ Revenue (if calculating backwards from a known transaction)
Fast fact
– The Twitter / X acquisition in 2022 is a high‑profile example: reported 2021 revenue ≈ $5.077 billion; acquisition price ≈ $44 billion → ≈ 8.7× revenue. That deal underscores the method’s simplicity and its danger: X incurred net losses in 2021, which revenue‑only valuation ignored. (Source: Investopedia summary of public filings.)
Ideal candidates for the times‑revenue method
– Early‑stage companies with little or no profit but clear revenue traction (frequent in SaaS, marketplaces).
– Firms with high recurring revenue and predictable renewals.
– Sectors where comparable revenue multiples are commonly used (technology, certain subscription businesses).
– Situations requiring a quick rule‑of‑thumb estimate or a range for negotiations.
Limitations and important caveats
– Ignores costs and profitability: revenue does not equal cash flow. High revenue growth can coincide with widening losses.
– Sensitive to revenue recognition policies and one‑time items (you must normalize revenue).
– Multiples are market‑ and industry dependent; they change with macroeconomic cycles and investor sentiment.
– Does not capture differences in capital intensity, margins, customer acquisition cost (CAC), churn, concentration risk, or working capital needs.
– Should not be the sole valuation method — complement with EBITDA/earnings multiples, discounted cash flow (DCF), and asset‑based approaches.
How is a “good” times‑revenue multiple determined?
– No universal “good” number — it depends on:
• Industry norms and recent comparable transactions.
• Growth rate (higher → higher multiple).
• Quality of revenue (recurring vs one‑time; gross margins).
• Profitability prospects and capital needs.
• Company size, brand, market share and competitive moat.
– Rough illustrative ranges (these vary by market and time):
• Small, low‑growth service businesses: ~0.5× – 1×.
• Stable SMBs with recurring revenue: ~1× – 2×.
• High‑growth SaaS / subscription businesses: commonly 3× – 10× (or higher for exceptional cases).
Always use recent comps to pick the appropriate multiple.
How the times‑revenue method is used (practical contexts)
– Establishing a negotiation range: sellers often set a floor (e.g., liquidation value) and a ceiling (revenue multiple target).
– Early‑stage financing or M&A where earnings metrics are not meaningful.
– Quick sanity checks or cross‑checks against other valuation methods.
– Benchmarking valuations across companies or deals within an industry.
Is a low times multiple bad?
– Not necessarily. A low multiple means the company is valued lower relative to revenue than peers. For a buyer it can signal a bargain; for a seller it could reflect real risks (low margins, high churn, weak growth). Context matters.
Applying the times‑revenue method — practical steps
Step 1 — Gather and normalize revenue
– Use TTM revenue or the last fiscal year; remove one‑time, exceptional items (one‑off sales, asset sales, timing effects).
– If using projected forward revenue, be explicit about assumptions and present both trailing and forward valuations.
Step 2 — Select comparable multiples
– Collect multiples from:
• Comparable public companies (public comps) — use enterprise value ÷ revenue.
• Recent M&A transaction multiples (precedent transactions).
• Industry reports and databases (PitchBook, Capital IQ, industry trade reports).
– Adjust for differences in size, growth, margins and geography.
Step 3 — Adjust the multiple for company‑specific factors
– Increase multiple for: high recurring revenue, strong gross margins, rapid growth, low churn, diversified customer base, defensible competitive advantages.
– Decrease multiple for: single‑customer concentration, poor margins, high churn, regulatory risk, capital intensity, weak management.
Step 4 — Calculate a valuation range
– Apply a conservative multiple (low end) and an optimistic multiple (high end) to normalized revenue to produce a range.
Example A (small business): TTM revenue $500,000 • conservative 0.7× → $350,000; optimistic 1.5× → $750,000.
Example B (SaaS startup): TTM revenue $10 million • conservative 3× → $30 million; optimistic 8× → $80 million.
Step 5 — Sanity‑check with other methods
– Compare with:
• Earnings (P/E) or EBITDA multiples (if earnings exist).
• DCF (project future cash flows and discount).
• Asset‑based or liquidation values (floor).
– If the revenue multiple valuation conflicts strongly with other methods, revisit assumptions and normalizations.
Step 6 — Use in negotiation and deal structuring
– Present a valuation range, explain adjustments and comps.
– Consider earnouts or contingent payments when future revenue growth is uncertain: e.g., initial price at lower multiple plus revenue‑based earnout if targets are met.
– Build in protections: working capital adjustments, holdbacks for customer concentration, indemnities for overstated revenue.
Case study: X (Twitter) acquisition (illustrative)
– 2021 revenue: $5.077 billion.
– Offered acquisition price: ≈ $44 billion.
– Implied times‑revenue ≈ 44 / 5.077 ≈ 8.7×.
– Notes: The company posted net losses in 2021, so the 8.7× multiple reflects buyer expectations (or strategic value) rather than profitability. This underscores why revenue multiples must be weighed against profit metrics and deal context (source summary: Investopedia; SEC filings).
Worked example — step‑by‑step
– Company A TTM revenue = $2,000,000.
– Comparable multiples for the industry from public comps = 1.0× to 2.5× (after adjusting for size and growth).
– Company A has moderate recurring revenue and 20% annual growth → choose a midpoint multiple of 1.5×.
– Valuation = $2,000,000 × 1.5 = $3,000,000.
– Sanity check: if EBITDA margin is 15% → EBITDA = $300,000. At a typical small‑business EBITDA multiple (e.g., 4×–6×) the valuation would be $1.2M–$1.8M — big divergence indicating revenue multiple alone may overvalue Company A unless future growth or margin expansion is strongly justified. Consider earnout or require proof of sustainable growth.
When to use forward vs. trailing revenue
– Trailing (TTM): objective, based on realized revenue.
– Forward (projected): reflects expected growth and may be appropriate for fast‑growing companies; use carefully and show sensitivity analysis (best / base / worst cases).
Recommended complementary metrics to review with the times‑revenue method
– Gross margin, EBITDA margin, net income trends.
– CAC, lifetime value (LTV), churn (for subscription businesses).
– Customer concentration and retention metrics.
– Capital intensity, capex needs, and working capital requirements.
– Comparable company multiples (EV/Revenue, EV/EBITDA, P/S, P/E).
Practical negotiation tips
– Start with a defensible floor and ceiling: floor = liquidation/asset value; ceiling = aggressive revenue multiple based on comps.
– Justify your chosen multiple with public comps and precedent transactions.
– Use deal structure to bridge valuation gaps: earnouts, seller financing, stock vs cash mix, performance milestones.
– Insist on revenue normalization and require auditors’ or advisors’ verification if revenue is central to price.
The bottom line
The times‑revenue method is a fast, widely used valuation shortcut that can produce a useful valuation range for businesses with volatile or nonexistent earnings. It is most relevant for high‑growth, recurring‑revenue companies and for quick benchmarks. However, because revenue alone ignores costs, margins and capital requirements, it must be used with caution and always corroborated with earnings‑based valuations, DCFs and a careful review of quality‑of‑revenue metrics. Use normalization, comparable data, and deal‑structuring tools (earnouts, contingencies) to manage uncertainty and align buyer/seller expectations.
Sources and further reading
– Investopedia: “Times‑Revenue Method” (Julie Bang) — source article summary provided by the user.
– Rothman, Tiran. Valuations of Early‑Stage Companies and Disruptive Technologies. Springer, 2020 (see Chapter on multiples).
– U.S. Securities and Exchange Commission: public company filings and precedent transaction disclosures (for transaction multiples and background).
Editor’s note: The following topics are reserved for upcoming updates and will be expanded with detailed examples and datasets.