Sales & Outreach

Verified against ChatGPT · 2026-08-03

Stress-test a deal before you call it committed on the forecast

Run a specific deal's signals against the documented ways B2B deals actually slip, so real risk gets flagged before a forecast call instead of after the deal slides another quarter.

ChatGPTClaudeClari

The prompt

Ready to copy — highlighted parts are example details you can swap.

I need an honest risk read on this deal before I call it commit on our forecast.

Deal: Vantage Freight Co., $68,000 ACV, expected close August 29, 2026.
Last contact: 11 days ago with the ops manager, not the VP who was on earlier calls.
Stakeholders engaged so far: one ops manager; no one from finance or leadership has joined a call.
Economic buyer confirmed: named but never joined a call — all info is secondhand from the ops manager.
Next step booked: no, they said they would "circle back after budget review".
Anything that's changed or gone quiet recently: went from replying same-day to no response in over a week.

Assess this deal against these known ways deals slip, and for each, tell me if it applies here and how strongly:
1. SINGLE-THREADED — only one stakeholder engaged, no relationship with the actual economic buyer
2. NO CONFIRMED NEXT STEP — momentum exists but nothing is calendared
3. VERBAL YES, NO PROCESS — enthusiasm without a confirmed decision process or timeline
4. GOING QUIET — a drop in responsiveness that doesn't match the stated urgency
5. COMPETITIVE OR STATUS-QUO RISK — a real alternative (including "do nothing") that hasn't been ruled out

Give me an overall risk level (Low/Medium/High) with the ONE reason driving that level, not an average of five scores. Then give me the single next action that would most reduce risk, not a list of five things to do.

Be willing to tell me this deal should move to a later quarter or be marked at-risk even if that's not what I want to hear going into the forecast call.
Customize the highlighted detailsoptional — the prompt above already works

Why this works

The checklist is built from documented, recurring reasons enterprise deals slip — single-threading, verbal-yes-without-process, and unconfirmed next steps are the same signal categories revenue-intelligence platforms like Clari and Gong quantify from call and email metadata; this prompt applies the same logic manually from what a rep already knows without needing that instrumentation. Forcing one reason to drive the overall risk level, instead of an averaged score, closes the most common failure of a risk write-up that nets out to a vague "medium" without telling anyone what to actually fix. The explicit instruction to be willing to downgrade the forecast counters sunk-cost bias — reps walking into a forecast call they already verbally committed to their manager have a structural incentive to round every ambiguous signal up, not down.

What you get back

Overall risk: HIGH. Driving reason: the economic buyer has never joined a call and everything about their position is secondhand from the ops manager — this is a single-threaded deal wearing a "commit" label. Single next action: get a call booked with the named economic buyer before this stays on the forecast at this stage.

Verified against

ChatGPT GPT-5.1 · 2026-08-03

Claude Sonnet 4.5 · 2026-08-04

Changelog

  • 2026-08-04 Initial version, verified against GPT-5.1 and Claude Sonnet 4.5.

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