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Tactical · prose M01 The Market · Agency Benchmarks

Pick the right ruler.

The two benchmark studies aren't competitors — they're different rulers for different jobs. The practical question isn't "which is better" but "which one answers this question, for an agency this size, in this situation." Here's the decision framework, and the five mismatches that quietly corrupt the answer.

Choosing the benchmark is a thirty-second decision that determines whether the next thirty hours of analysis are valid. This is the routing logic — the deep methodology behind the two studies is the GPS-vs-BPS comparison.

§ 01 · By revenueThe first filter.

Size is the fastest router, because the two studies' tier systems cover different ranges.

Revenue rangePrimaryWhy
Under $500KGPSOnly GPS has a sub-$500K tier
$500K–$1.25MGPS (+ BPS)GPS more granular; BPS for profit targets
$1.25M–$3MBothOverlapping tiers — read both
$3M–$5MBPS (+ GPS)BPS has the $2.5M–$5M tier
Over $5MBPSGPS lumps all $3M+ together

§ 02 · By analysis typeThe job in front of you.

What you're trying to learn routes as clearly as size. Sell-side prep, valuation, and EBITDA analysis go to BPS — its EBITDA, organic growth, and Rule of 20 are the figures an acquirer and lender expect. Operational efficiency, staffing optimization, and balance-sheet health go to GPS — its expense ratios, service-rep account loads, trust position, and working-capital days are where it's deepest. Buy-side diligence uses both: BPS for the valuation frame, GPS for the operational detail underneath it. Succession planning leans BPS for its weighted-average producer- and shareholder-age signals.

§ 03 · By characteristicsThe agency in front of you.

Two agencies of the same size can still route differently. A rural or single-line-focused agency leans GPS, which segments by metro size and business focus — segmentation BPS lacks. A high-growth agency (organic growth over ~10%) leans BPS, which separates organic from acquired growth. A PE-backed agency leans BPS for institutional-grade valuation metrics, while a family-succession situation uses both — GPS for operations, BPS for the valuation and timing read.

Journal axiom · 1 of 2

The benchmark you reach for first is a decision, not a default. Thirty seconds matching the ruler to the job protects every hour of analysis that follows it.

§ 04 · The anti-patternsFive ways to corrupt the read.

Five mismatches do most of the damage: comparing mismatched tiers (a GPS $2M–$3M agency held to a BPS $2.5M–$5M tier); treating pre-tax profit as EBITDA (they differ by 1–3 points); using GPS alone above $5M (its $3M+ tier is too broad to be meaningful); ignoring location and focus segments (a rural commercial agency isn't an urban personal-lines one); and mixing revenue bases (GPS commission-only against BPS net revenue). Avoid those five and the benchmark does its job. For an M&A target specifically, the screen runs BPS first (EBITDA, growth, Rule of 20), then GPS for operational diligence — the valuation that result feeds is the Book Valuation Engine, a deterministic range with named drivers.

Terminology on this shelf

Tier mismatch
Comparing an agency to a peer tier that doesn't align across studies — the most common selection error.
Rule of 20
A BPS metric: organic growth rate plus EBITDA margin; ≥20 signals a premium valuation.
Revenue basis
Whether a metric counts commission-only (often GPS) or all net revenue (BPS) — they don't compare directly.
Top quartile
A BPS aspirational benchmark — the top 25% of agencies on a metric.

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