Valuation discipline starts by retiring the revenue multiple. The 1.5–2.5× revenue rule of thumb is dangerous because revenue says nothing about earnings: two agencies at identical revenue with 40% versus 10% margins produce four-times-different earnings, so a flat 2× revenue price is a 5× earnings steal on one and a 20× earnings catastrophe on the other. The discipline is a three-step framework that values the actual earnings and ends in a number the buyer commits to before the bidding starts. The deeper valuation mechanics live in the valuation discipline pillar; this is the process navigator's version.
§ 01 · The three-step frameworkNormalize, apply, cap.
Three steps produce a walk-away number. Normalize the seller's financials to a normalized EBITDA; apply the buyer's cost of capital to find a maximum price; set the walk-away ceiling. A 70%-debt-at-6% / 30%-equity-at-20% stack is a 10.2% hurdle rate — applied to $500K of normalized EBITDA, that's a $4.9M maximum price and a 9.8× walk-away multiple. When a competing buyer offers 11×, you don't match. You walk.
The cost-of-capital step is what makes the walk-away number specific to the buyer rather than the market. The hurdle rate is the blended cost of the capital stack, and dividing normalized EBITDA by that rate gives the maximum price the buyer can pay and still clear their required return. The walk-away multiple falls out of it. The discipline isn't the math — it's committing to the number before the auction, because the agency a buyer doesn't buy is the one that can't hurt them.
§ 02 · The multiple sliderWhat moves it up and down.
| Direction | Drivers |
|---|---|
| Up | Retention >90%, clean low loss ratios, clean cloud data, diversified carriers, low key-person risk |
| Down | Single-client 15–20%+, tech debt ($10K–$25K migration), key-person >40%, carrier >40%, masked policy decline |
The multiple isn't a fixed number — it slides on the quality signals. Retention above 90%, stable low loss ratios with key carriers, clean cloud-based management-system data, diversified carriers (no single carrier above 30–35%), and revenue spread across multiple producers all push it up. Single-client concentration of 15–20%+, technology debt requiring a $10K–$25K data migration, key-person dependency above 40% of revenue, carrier concentration above 40%, and a declining policy count masked by hard-market premium inflation all push it down. The slider is how the abstract walk-away multiple gets calibrated to the specific book.
§ 03 · The six red flagsReading the seller's financials.
Six red flags in a seller's financials signal earnings that won't survive the buyer's ownership. Retained earnings that don't match cumulative profits (without documented dividends or capex) suggest something undisclosed. Revenue growth alongside policy-count decline is premium inflation, not growth — retention risk concentrated in fewer accounts. Expense ratios below 55% (against a 55–70% benchmark) suggest hidden costs or related-entity expense diversion. Retention claims without management-system data to triangulate them are unverified. Key-producer dependency above 40% of revenue is fragile. And carrier concentration with short tenure is a termination risk. The add-back discipline is the counterweight: every add-back must be documentable — payroll records, receipts, lease comparisons, contracts — and an unverifiable add-back gets rejected or heavily discounted, because at a 9× multiple a $120K add-back swing is a $1.08M valuation swing.
§ 04 · The winner's curseWhy discipline is the edge.
The walk-away ceiling exists to defeat one specific failure: the winner's curse, where competitive bidding pulls a buyer's offer past their own walk-away point and they "win" an auction by overpaying. Buyers who win auctions by exceeding their ceiling typically destroy their own returns — the prize is a deal whose economics don't work. The discipline is mechanical: build the model, set the ceiling, and commit pre-auction to not chasing past it. That commitment is the independent buyer's real edge against better-capitalized competitors — not outbidding them, but refusing to overpay when they do. A normalized-EBITDA-based model, a cost-of-capital-derived walk-away multiple, a quality-calibrated slider, and the discipline to honor the ceiling turn valuation from a guess into a defense.
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Terminology on this shelf
- Three-step framework
- Normalize to normalized EBITDA, apply cost of capital for a maximum price, set a walk-away ceiling.
- Hurdle rate
- The blended cost of the capital stack — e.g. 10.2% on a 70/30 debt-equity mix.
- Walk-away multiple
- The maximum multiple the buyer's return math supports — 9.8× in the worked example.
- Multiple slider
- The quality signals that move the multiple up (retention, clean data) or down (concentration, tech debt).
- Six red flags
- Retained-earnings mismatch, premium-inflation growth, sub-55% expenses, unverified retention, key-person, carrier concentration.
- Winner's curse
- Winning an auction by overpaying past the walk-away ceiling and destroying the return.