What Evidence Does Your Outbound Agency Have Before They Call a Lead 'Hot'? A 5-Question Test

If your outbound agency's evidence for a "hot" lead is a stage-and-probability spreadsheet, you don't have evidence. You have a spreadsheet that describes a process, not a deal.

Where this comes from

I didn't invent this test. It comes from a piece called "Friday Forecast Test" in Alan Ruchtein's newsletter, and the core idea is simple: most pipeline forecasting is confidence dressed up as data. A rep says a deal is "moving," everyone nods, and the number goes on the board. Nobody actually interrogates the deal. What Alan's piece does is turn that gut check into five specific questions you're forced to answer out loud, on the record, for every opportunity. What I can tell you is real and not theory: this is now built into MDR's own weekly pipeline review, and we run it against every live opportunity, every Friday, at roughly 15 minutes per deal.

The test

1. Business cost. What actually breaks, or costs money, if the buyer waits? A strong answer names a number or a consequence. A weak answer is "they seem interested."
2. Named owner. Who inside the buyer's organization is accountable for fixing this, and when did we last actually speak to them, not their assistant, not an inbox auto-reply. A strong answer has a name and an actual date, not "a while back." A weak answer is "the champion is quiet but I'm sure it's fine."
3. Decision path. What are the next three buyer actions, each with an owner and a date, not a vague "next steps" line. A strong answer reads like a mini project plan. A weak answer is one bullet: "follow up next week."
4. Stakeholder gap. Who on the buying side hasn't been heard from yet, and what risk do they personally own if this goes wrong? A strong answer names the missing person and their stake. A weak answer is "I think everyone's aligned" from someone who's only ever spoken to one person.
5. Buyer action. What did the buyer do this week that they didn't have to do? This is the strongest single signal on the list. An unprompted action, forwarding the proposal internally, booking a follow-up without being asked, pulling in legal, beats a warm-sounding reply every time. A weak answer is silence dressed up as "they're just busy."

Before and after

Before: a rep at a mid-size industrial supply company tells the Friday review that a deal with a logistics operator is "moving well, they're really engaged, I think this closes this month." Everyone nods. It goes on the forecast as likely.

Run it through the five questions. Business cost: nobody's actually quantified what the buyer loses by waiting. It's assumed to be urgent because the rep feels urgency. Named owner: the last real conversation was with an ops manager three weeks ago, not since. Decision path: "they said they'd loop in finance" is not three dated actions. Stakeholder gap: nobody's spoken to whoever owns the budget sign-off. Buyer action: the buyer hasn't done anything unprompted. Every touch has been the rep chasing.

After: the deal drops off "likely this month" entirely. It's not dead, but it's not a forecast number either, it's a deal that needs the named owner re-engaged and the budget stakeholder identified before it earns a probability. That's the whole value of the test: it moves a deal off the board based on evidence, not on how the last call felt.

Run the same five questions against a deal that looks shakier on paper and it can flip the other way. A quieter-seeming opportunity where the buyer voluntarily sent an internal ROI memo to their CFO, without being asked, is carrying more real signal than three warm calls with no named next step.

Run this on us too

This test isn't proprietary and it isn't MDR magic. It's five direct questions any outbound agency should be able to answer about any deal they're calling "hot." Ask your current agency to run it on your top three live opportunities and see how many survive. Ask us the same thing about yours. We run this every Friday and we'll show you the answers, not the adjectives.