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Tactical · prose B04 For Buyers · Target Identification

Book quality — the five filters that screen a target.

Two books at the same revenue can be worth wildly different amounts, and book quality is how a buyer tells them apart before diligence. Five filters do the work — retention, concentration, loss ratios, client demographics, and agent dependence — and each has a threshold that turns a judgment call into a screen, with a leaky bucket or a whale problem flagged before money is spent.

Book quality is the second target filter, and it's where revenue stops being a useful number. Five filters read the book's actual health, each with a threshold a buyer can apply before committing diligence dollars. The point of the thresholds is that they convert a vague "good book" judgment into a screen — a target that fails the retention or concentration filter is flagged immediately, when walking away is free, rather than discovered deep in a diligence the buyer has already paid for.

§ 01 · The five filtersThresholds, not judgments.

FilterThreshold
Retention≥85% (90%+ aspirational, under 80% a leaky bucket)
ConcentrationNo single client over 10% (15%+ a whale problem)
Loss ratiosUnder 65% average — request three years of carrier loss runs
Client demographicsMedian client age aligned with the buyer's strategy
Agent dependenceFlag concentration on one producer for cultural diligence

The five filters together give a structured read of the book's durability. Retention is the headline — 90%+ is aspirational for P&C, 85–90% is solid, and under 80% is a leaky bucket. Concentration caps a single client at 10%, with anything above 15% a whale problem. Loss ratios under 65% average signal a well-managed book; the standard is three years of carrier-issued loss runs from every target. Client demographics screen for an aging book, and agent dependence flags whether the relationships sit with the agency or one producer. A target clearing all five is a clean book; a target failing one needs either a structural fix or a walk.

§ 02 · The leaky bucketWhy retention is the headline.

Journal axiom · 1 of 2

A leaky bucket — retention under 80% — is the filter that bites hardest, because the loss is immediate and compounding. A $1M agency losing 30% of its book is $300K of revenue gone by Day 2, which the buyer has to replace just to stay flat before any growth at all. A buyer pays a multiple on revenue that's actively draining — which is why the retention filter comes first.

The leaky-bucket math is what makes retention the headline filter. A book that doesn't retain isn't a book that grows slowly — it's a book that shrinks, and the buyer paid a multiple on revenue that's leaving. The $300K-on-Day-2 figure on a $1M agency at 30% loss is the concrete version: that's revenue the buyer now has to replace through new business just to hold the line, before the deal delivers any growth. A high-retention book compounds in the buyer's favor; a leaky bucket compounds against them, and the retention filter catches the difference before the price is set.

§ 03 · The whale and the financingConcentration's hidden cost.

Concentration carries a cost beyond the obvious risk: it can kill the financing. A whale problem — a single client above 15% of revenue — triggers a flat lender refusal: SBA lenders won't finance a high-concentration deal without an earnout, a lower price, or a personal guarantee. So a concentration flag isn't just a risk to price; it's a structural obstacle to closing. The fix is the earnout — "$2M at closing plus $500K at 12 months conditional on the whale client's retention," with a 90% retention threshold convention (some sellers negotiate 85%). The earnout converts the concentration from a deal-killer into a shared, financeable risk, which is why the concentration filter doubles as a financing-feasibility screen — a buyer who spots the whale early can structure around it rather than discovering at the lender that the deal can't be funded as priced.

§ 04 · The melting ice cubeThe demographic filter.

The demographic filter catches the risk that doesn't show in any current number: the melting ice cube. A book with an average client age of 75+ shrinks naturally over the next decade through mortality and downsizing — it looks healthy today and is structurally declining, which makes it a poor fit for a growth-focused buyer regardless of current revenue. The investigation method is concrete: request the age distribution of the top 50–100 clients, cross-reference renewal-date clustering, and check the net new-client acquisition rate over the past three years. A book that isn't acquiring new clients and skews old is melting; one with a balanced age distribution and steady new-client flow is durable. The five filters together — retention, concentration, loss ratios, demographics, and agent dependence — are the buyer's structured read of whether the book is worth the diligence, and each threshold is a place to flag a problem while walking is still free.

Terminology on this shelf

Five book-quality filters
Retention, concentration, loss ratios, client demographics, and agent dependence.
Leaky bucket
Retention under 80% — a $1M book losing 30% is $300K gone on Day 2.
Whale problem
A single client above 15% of revenue — triggers an SBA lender refusal without an earnout.
Loss-run standard
Three years of carrier-issued loss runs, screening for an under-65% average.
Melting ice cube
An aging book (average client 75+) that shrinks structurally regardless of current revenue.
Agent dependence
Relationships concentrated on one producer — a flag for cultural diligence.

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