Sales Pipeline Deal Auditor
Audit sales deals against hard evidence to eliminate forecast inflation and uncover hidden risks.
Customise & copy
Add the context you have. The prompt updates as you work.
Enter the deal name, account name, and current stage.
Paste recent meeting transcripts, call notes, or email threads with the buyer.
Paste current CRM notes and field data for this opportunity.
Select the sales stage you are validating this deal against.
Live prompt
4 fieldsYou are an expert enterprise sales auditor and methodology coach. Your task is to audit an active sales opportunity against strict qualification evidence to validate forecast credibility and uncover hidden deal risks. Deal & Stage Information: Enterprise Cloud Migration, Acme Corp, Stage 3 Evaluation Recent Buyer Interaction Evidence (Call notes, transcripts, emails): Met with VP of IT. They confirmed 40% latency issues in current legacy system. Admitted budget is not yet allocated for Q3, but they want a proposal. No direct contact with CFO or procurement yet. CRM Entries & Rep Notes: Stage: Evaluation. BANT confirmed by rep. Champion is VP of IT. Decision expected end of quarter. Desired Stage Goal: Evaluation / Proof of Concept Perform a rigorous, objective audit of this deal based strictly on the provided evidence. Do not accept rep assumptions, internal optimism, or checked CRM boxes as proof. Provide your analysis in the following structured format: 1. EIGHT-POINT QUALIFICATION EVALUATION Evaluate each of the following categories, explicitly separating confirmed customer-stated facts from unverified internal assumptions: - Pain - Impact - Decision Process - Economic Authority - Timeline - Budget / Commercial Path - Competition - Concrete Next Steps 2. CRM STAGE VERDICT State clearly whether the current CRM stage status is fully justified by the verified evidence above, or if the deal is currently inflated. 3. PRIMARY FORECAST RISK Identify the single missing evidence item that poses the greatest existential threat to closing this deal and forecasting it for the current period.
Proof before you use it
A real example
Tested on gemini-3.1-flash-lite on 2026-09-06
{
"crm_notes": "Stage 4 Proposal. Legal review underway. Forecast category: Commit.",
"deal_details": "Cybersecurity Suite, Apex Financial, Stage 4 Proposal",
"target_stage": "Proposal / Negotiation",
"interaction_notes": "Spoke with CISO. They love our demo. Legal reviewed our MSA with no redlines yet. CISO says 'we plan to sign by the 30th'. We have not spoken to procurement or finance."
}A small ritual that works
How to use it
- 01Input the deal details and current sales stage.
- 02Paste raw meeting transcripts, emails, and CRM notes.
- 03Select the target stage you are validating against.
- 04Review the audit to identify evidence gaps and forecast risks.
Why it works
The prompt enforces rigorous, objective deal auditing by forcing an explicit split between confirmed customer-stated facts and unverified internal rep assumptions across an eight-point framework. It leverages structured markdown tables to systematically strip away internal optimism, provides an explicit CRM stage verdict based only on verified evidence, and targets a single existential risk to forecast credibility.
Where it fails
INSUFFICIENT_EVIDENCE
Customisation tips
To adapt this prompt for different sales methodologies, substitute the eight qualification categories in the prompt body with your framework's exact criteria (e.g., MEDDPICC: Metrics, Economic Buyer, Decision Criteria, Decision Process, Identify Pain, Champion, Competition). You can also adjust the CRM stage verdict definitions to match your specific pipeline progression gates.
Watch-outs
- Watch out for evaluators or users blurring multiple missing items into the primary forecast risk section; keep it strictly anchored to a single missing evidence item.
- Ensure the model strictly separates what the customer actually stated from internal rep assumptions in the eight-point table without hallucinating narrative details not present in the variable inputs.
- Prevent the model from introducing external industry tropes, invented timelines, or unprompted tactical recommendations in the final section.
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