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Sales Process Audit

Review a sales process for stage clarity, handoff gaps, bottlenecks, qualification quality, and execution risks.
Sales - Revenue Operations - Sales Process Audit

Who it's for

Sales leaders, RevOps teams, Sales operations managers, Founders, Sales managers

Get Ready

Prepare the Required Inputs listed in the Workflow Prompt. Use as much detail as necessary.

How to use this prompt

1. Copy the Workflow Prompt.
2. Paste it into your AI tool.
3. Replace the "Required Inputs"
4. Run the prompt.

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Workflow Prompt

				
					You are a sales process analyst. Your task is to audit the current sales process and identify practical improvements that improve consistency, conversion, and revenue visibility.

### Required Input
- Sales Motion: [Example: "Inbound B2B SaaS, 30-day sales cycle"]
- Target Customer: [Example: "Mid-market HR teams with 200-1000 employees"]
- Current Sales Stages: [List stage names and definitions]
- Entry and Exit Criteria: [What must be true to enter or leave each stage]
- Key Activities by Stage: [Discovery, demo, proposal, legal, procurement, onboarding, etc.]
- Conversion Rates by Stage: [If available. Example: "Demo to proposal: 42%"]
- Average Time in Stage: [If available]
- Handoffs: [Marketing to sales, SDR to AE, AE to CS, sales to implementation]
- Tools and CRM Fields Used: [Only list available fields or reports, no paid tool assumptions]
- Known Process Issues: [Example: "Deals stall after proposal"]

### Input Validation
Review every required input before producing the final output. If anything is missing, unclear, contradictory, or too vague, ask specific clarification questions. Pause and wait for answers.

### Instructions
Audit the process as a working operating system, not as a diagram. Determine whether each stage has a clear purpose, whether sellers know what to do in that stage, and whether managers can inspect progress reliably.

Review stage definitions and exit criteria. Identify stages that are too broad, redundant, ambiguous, or based on seller activity rather than buyer progress. A stage should represent a meaningful change in buyer commitment or deal maturity.

Analyse bottlenecks using conversion rates and time-in-stage when available. If data is limited, infer likely bottlenecks from the stated process issues and explain the assumptions. Distinguish between process friction, qualification weakness, messaging gaps, approval delays, and handoff problems.

Assess qualification quality. Identify whether the process confirms customer fit, business pain, decision process, urgency, budget or commercial path, stakeholder involvement, and next step commitment at the right time.

Evaluate handoffs. Look for missing context, unclear ownership, duplicate discovery, weak expectation setting, and customer experience breaks. Recommend what information should transfer at each handoff.

Provide practical fixes that a small sales team can implement without needing complex tools. Include process language, stage criteria, manager inspection questions, and CRM improvements.

### Output
Use this structure:

1. Sales Process Health Summary
- Overall process maturity rating
- Biggest conversion risk
- Biggest visibility risk
- Highest-priority improvement

2. Stage-by-Stage Audit
For each stage include:
- Purpose
- Current weakness
- Recommended exit criteria
- Required seller action
- Manager inspection question

3. Bottleneck Analysis
Identify where deals slow down or drop, why it likely happens, and what to fix.

4. Qualification Review
Assess what is captured too early, too late, or not at all.

5. Handoff Assessment
Review each handoff and provide required information, owner, timing, and risk.

6. Recommended Sales Process
Provide an improved stage structure with definitions and exit criteria.

7. Implementation Plan
Create a 30-day plan covering process update, CRM changes, team training, and manager reinforcement.
				
			

Optional advanced instructions

				
					Add sample CRM field names and stage exit questions for each recommended stage.
				
			

Example output

 

1. Sales Process Health Summary

  • Product Portfolio Context: Cross-Border Customs API Hub (Automated compliance add-on module for active domestic accounts).
  • Overall Process Maturity Rating: LAGGING (Process steps are built around seller activities—such as “Demo Sent”—rather than verifiable milestones showing buyer commitment).
  • Biggest Conversion Risk: The Mid-Funnel Stagnation Trap. Opportunities are passing through “Demonstration” without verified technical or operational qualification. This introduces massive friction later in the sales cycle, causing deals to bottle up during legal and IT security reviews.
  • Biggest Visibility Risk: Unreliable Weighted Forecasts. Because exit criteria are completely subjective, stage progression is left to individual rep optimism. This makes it impossible for leadership to differentiate a highly qualified, fast-moving deal from a stale, unverified opportunity.
  • Highest-Priority Improvement: Transition the entire pipeline architecture to Buyer-Action Verifiable Exit Criteria, forcing reps to secure customer commitments before advancing opportunities.

2. Stage-by-Stage Audit

Stage 1: Qualification & Discovery

  • Purpose: Uncover the prospect’s cross-border manual workflow architecture, isolate operational bottleneck metrics, and establish early financial risk exposure.
  • Current Weakness: Reps operate at a high 68% talk-time ratio, treating discovery as an introductory feature pitch instead of a structural operational diagnosis.
  • Recommended Exit Criteria: The rep must log a specific, quantified baseline metric (e.g., exact manual processing hours or monthly border delay costs) in the CRM text fields.
  • Required Seller Action: Run the structured discovery question set and explicitly identify the corporate IT database administrator.
  • Manager Inspection Question: “What specific operational or financial consequence does this customer face if they choose to keep managing their international lines on manual spreadsheets for the next six months?”

Stage 2: Solution Demonstration

  • Purpose: Visually prove how the automation engine maps raw ERP data into border-ready manifests and catches transcription errors before submission.
  • Current Weakness: Reps conduct generic product walkthroughs, showing administrative menus and settings instead of running a tailored value workflow.
  • Recommended Exit Criteria: The buyer explicitly confirms that the demonstrated workflow solves their capacity constraint and agrees to introduce their lead systems architect.
  • Required Seller Action: Conduct a 30-minute buyer-focused demonstration, pausing every 3 clicks to cross-reference platform capabilities with the customer’s stated priorities.
  • Manager Inspection Question: “Which specific capability did the operational lead flag as their primary time-savings trigger, and how did you tailor the presentation to support that outcome?”

Stage 3: Technical Sandbox Evaluation

  • Purpose: Validate our read-only data gateway parameters alongside the client’s engineering team to clear internal technical and security hurdles.
  • Current Weakness: This stage is routinely bypassed or left undocumented, allowing deals with severe technical integration blockers to slide into the proposal phase.
  • Recommended Exit Criteria: The client’s Lead Systems Architect formally signs off on our 14-day data integration blueprint and security parameters.
  • Required Seller Action: Deliver the 14-Day IT Gateway Architecture Guide and lead a dedicated technical scoping session alongside an internal Solutions Engineer.
  • Manager Inspection Question: “Has their engineering team confirmed that a read-only gateway matches their current database data security parameters, or are we blocked by an active IT infrastructure backlog?”

Stage 4: Proposal & Contract Negotiation

  • Purpose: Present a tailored business case, align the pricing structure with executive buyers, and navigate corporate legal and procurement workflows.
  • Current Weakness: Deals encounter unexpected budget freezes or stall out indefinitely because proposals are issued to low-level managers who lack economic signing authority.
  • Recommended Exit Criteria: Receipt of a signed contract or a redlined master services agreement approved by both legal departments.
  • Required Seller Action: Deliver the 1-page Cost-of-Delay Ledger directly to the buyer’s Finance Desk to build clear fiscal urgency.
  • Manager Inspection Question: “Have we shared our Cost-of-Delay Ledger with the executive budget holder, and what is their explicit timeline for final contract signature?”

3. Bottleneck Analysis

A data review indicates that opportunities are stalling heavily between Stage 2 (Demonstration) and Stage 4 (Proposal), with an average stagnation window of 42 days.

The Root Cause Diagnosis:

This pipeline bottleneck is caused by a qualification and technical validation failure early in the cycle, rather than a pricing or procurement issue at the end. Because reps run generic product tours and fail to document technical architecture parameters during Stage 2, they issue proposals to accounts that have not cleared internal IT security hurdles. The deal appears to be progressing toward a close, but it is actually dead in the water, trapped in an unvetted IT backlog. To fix this bottleneck, we must mandate a technical staging gate before any commercial proposal is generated.


4. Qualification Review

  • Captured Too Early: Pricing and contract terms. Reps frequently quote module add-on fees during initial discovery calls before isolating any operational pain, which invites premature price resistance.
  • Captured Too Late: IT Infrastructure alignment. Reps regularly wait until the proposal phase to find out that the client’s IT department has blocked external API integrations, destroying weeks of sales cycle momentum.
  • Not Captured At All: Quantified financial risk. Opportunities are moved through the funnel with empty CRM text logs regarding the client’s baseline processing metrics or their vulnerability to border fines.

5. Handoff Assessment

Handoff Transition Node Required Information Transfer Process Owner Execution Timing Primary Breakdown Risk
Account Management to Cross-Sell AE Current domestic fleet engine utilization, active ERP engine setup (e.g., SAP, Oracle), and the name of the new international lane manager. Assigned Account Manager Within 24 hours of an international lane expansion trigger being identified. Duplicate Discovery. AE asks the client basic questions about their domestic setup that our company has been managing for years, eroding credibility.
Sales to Technical Implementation Verified data mapping schemas, signed security SLA documentation, and a completed 14-day sandbox schedule. Closing Account Executive Within 48 hours of formal contract signature validation. Expectation Drop. Implementation engineers arrive unaware of the client’s custom database structures, extending onboarding timelines past the 30-day mark.

6. Recommended Sales Process

Optimized Stage Structure Objective Operational Definition Verifiable Buyer-Action Exit Criteria
Stage 1: Pain Discovery Mapping out the client’s cross-border documentation flows and isolating hidden labor leaks. The customer provides a verified operational baseline metric (e.g., manual processing times or historical penalty logs).
Stage 2: Value Alignment Delivering a tailored workflow demonstration focused strictly on automated manifest ingestion. The operational lead formally confirms process fit and schedules a Technical Blueprint Review with their IT lead.
Stage 3: Gateway Validation Reviewing read-only architecture parameters and clearing internal enterprise security compliance. The customer’s Lead Systems Architect signs off on our 14-day sandbox onboarding guide parameters.
Stage 4: Financial Approval Reviewing the tailored business case and navigating procurement, legal, and pricing reviews. Receipt …

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Forecast Risk Assessment

Assess forecast risk across pipeline quality, deal confidence, timing, rep judgement, and data reliability.

Revenue Growth Constraint Analysis

Identify the main operational constraints preventing sales growth and create a focused action plan.

Sales Activity Effectiveness Analysis

Assess which sales activities create pipeline progress, meetings, opportunities, and closed revenue.

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