Market & money research: numbers with receipts.
Money questions — how big is this market, what does this usually cost, is this customer solid — deserve research with sources attached and assumptions visible. Perplexity handles the gathering; the discipline here handles the trusting.
01 Market sizing that admits what it is
Ask for the structure, not just the number: "Size the market for [service] in [geography]: available estimates with sources, the assumptions behind each, and a bottom-up sanity check from [number of potential customers × plausible spend]." The bottom-up check is the honesty mechanism — industry reports flatter their sponsors, but customer-count-times-spend has to survive your own local knowledge. When top-down and bottom-up disagree wildly, that disagreement IS the finding.
02 The benchmark file
03 Reading financial signals on customers and partners
Before extending real credit or committing serious capacity: "Public financial signals on [company]: filings if any, news, litigation, payment-complaint patterns, hiring/shrinking signals." For public companies there's plenty; for private ones you're reading smoke — hiring freezes, review patterns, courthouse records — which is still far better than reading nothing. Calibrate confidence to source quality, explicitly.
Three, non-negotiable: primary sources for any number you'll act on (the filing, not the article about the filing — the verification lesson is the foundation under this one); date-stamp everything (financial facts rot fastest of all); and this is research, not advice — for investment decisions, taxes, or anything regulated, the research briefs the professional, it doesn't replace them.
04 The operator's edge
None of this is exotic — it's what corporate development teams do, scaled to an owner's hour. The edge isn't secret information; it's that you actually looked, with sources, while competitors priced by habit and extended credit by vibes. Checked numbers compound exactly like checked assumptions do: quietly, and in your favor.
Run one benchmark question and one bottom-up market check for your own business tonight. If either result surprises you, you just found this quarter's homework.
Open Perplexity →This week's challenge
Build the benchmark file: five numbers your business runs on — margin norm, market rate, tool costs, market size, one key customer's health — each sourced to primary, dated, filed in a Space. Review before your next pricing or credit decision, and notice how differently the conversation goes.