How the Analyst Business Actually Works
Coverage is a product, and products have customers. The single most clarifying habit you can build is to ask, of any report or quote, who paid for it to exist and what that money bought. The answer rarely means the work is worthless; it means the bias runs in a knowable direction. Subscription houses, sponsored studies, and consulting-adjacent research each bend the output a predictable way, and once you know the shape of the incentive you can read straight through it to the data underneath. Cynicism is lazy and belief is naive. The empirical middle path is to separate method from conclusion, walk every attribution back to its root, and trust the evidence rather than the framing wrapped around it.
Knowledge check
You receive a sponsored study concluding that a technology delivers an unusually high return on investment. What should you examine first before trusting the headline number?
Show the answer
Examine how the study was scoped and sampled: the comparison baseline, which customers were interviewed, and who selected them. Sponsored studies are usually honest about their data but the sponsor scopes the question, and a sample of vendor-chosen reference customers measures the best case, not a typical one.