Table 2From “The integration plan spends what the deal bought.”
The measurement, and the traps it must survive
Four steps that make the exposed-versus-untouched split mean something: an exposure tag set before close, no revenue ranking, a placebo split that must come back quiet, and enough accounts that the answer is not noise.
Table 2The measurement, and the traps it must survive
| Step | What it guards against | What the seeded simulation shows |
|---|---|---|
| Tag integration exposure per account, before close | Without the tag, any later comparison is folklore | Not a field in any system; an afternoon to reconstruct |
| Never rank on pre-close revenue | Regression to the mean, read as damage | The top decile of 400 accounts reads −15.1 pp with no effect present, in 73% of runs |
| Run the placebo split first | A measurement that alarms on random halves | Random halves recover the true noise floor at every spread tested (0.20, 0.45, 0.80) |
| Respect the base-size floor | Twenty-point swings that mean nothing | 95% noise range: −33.1/+34.2 pp at 100 accounts, −24.2/+24.4 at 200 |
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Source: integration-exposure-null.py: 400 accounts, 2,000 trials, seed 20260807; published beside the pair's claim ledger and reproduces bit for bit. Author's own design; the simulated numbers are the null, not a finding about any deal.

From the essay
Go-to-market strategy
The integration plan spends what the deal bought.
Integration depth buys cost savings by spending market position. The measured record prices that trade, and says its sign is not fixed.
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