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  3. Demo Request to Qualified Opportunity
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intermediate

Demo Request to Qualified Opportunity

Sales teams receive demo requests through multiple channels but lack a consistent process to qualify, enrich, and route them to the right rep. Unqualified leads waste sales time; qualified ones stall in inboxes. Manual qualification creates bottlenecks and inconsistent data.

Overview

This workflow captures inbound demo requests, enriches them with company and contact data, scores them against your ideal customer profile (ICP), and routes qualified opportunities to the appropriate sales rep with full context. Unqualified leads are logged for nurture or disqualified with transparency. The process eliminates manual triage and ensures reps spend time on viable prospects.

Flow

Trigger: Demo request submitted via web form, email, or inbound channel (Calendly, chatbot, landing page)

  1. 1
    Integration

    Capture Demo Request

    Receive demo request from web form, email, or third-party tool. Log request with timestamp and source. Ensure all required fields are present; flag incomplete submissions for manual follow-up.

  2. 2
    automation

    Enrich Prospect Data

    Use data enrichment API (e.g., Apollo, ZoomInfo, Hunter) to append company size, industry, revenue, tech stack, and decision-maker titles. Verify email validity. Flag enrichment failures for manual review.

  3. 3
    automation

    Check for Duplicates

    Query CRM to detect existing contacts or opportunities from same company or email domain. If duplicate found, merge data and link to existing record. Prevent duplicate routing.

  4. 4
    ai

    Score Against ICP

    Evaluate prospect against ICP criteria: company size, industry, revenue range, location, use case fit. Assign qualification score (0–100). Document scoring logic for transparency. Threshold example: score ≥70 = qualified.

  5. 5
    Approval

    Qualification Decision

    Route qualified leads (score ≥70) to routing logic. Route lower-scoring leads to nurture sequence or manual review queue. Sales ops can override scoring for edge cases.

  6. 6
    automation

    Assign Territory or Rep

    Route to rep based on territory, account ownership, or round-robin assignment. Consider rep capacity and current pipeline. Log assignment reason in CRM.

  7. 7
    automation

    Create Opportunity Record

    Create opportunity in CRM with enriched data, qualification score, source, and assigned rep. Set stage to 'Demo Scheduled' or 'Demo Requested.' Link to contact record.

  8. 8
    automation

    Notify Sales Rep

    Send rep email or Slack notification with prospect summary, enriched company data, use case, and direct link to opportunity. Include suggested talking points based on use case.

  9. 9
    automation

    Log Unqualified Leads

    For leads scoring below threshold, create contact record with 'Unqualified' tag and reason. Add to nurture campaign or drip sequence. Set review date for re-qualification.

  10. 10
    automation

    Track Workflow Metrics

    Log time from request to routing, qualification rate, conversion to demo, and rep response time. Feed metrics to dashboard for continuous optimization.

Setup instructions

1. Define ICP criteria: company size, industry, revenue, use case fit, geography. Document scoring weights. 2. Audit CRM fields: ensure custom fields exist for enrichment data, qualification score, source, and assignment reason. 3. Select enrichment API and test integration with sample requests. Verify data quality and latency. 4. Build automation: create trigger (form submission or email), enrich step, deduplication query, scoring logic, and routing rules. Test end-to-end with 10–20 sample requests. 5. Configure rep notifications: set email or Slack template with prospect summary and CRM link. 6. Set up nurture sequence for unqualified leads: create email campaign or add to existing drip. 7. Create dashboard: track qualification rate, routing time, conversion, and cost per opp. 8. Train sales ops and reps: document ICP, scoring logic, and override process. 9. Monitor first 100 requests: validate enrichment accuracy, scoring calibration, and rep feedback. Adjust ICP or routing rules as needed. 10. Optimize: review metrics monthly; recalibrate ICP and scoring based on conversion data.

Human approval points

  • Sales ops review of unqualified leads before nurture assignment (optional but recommended)
  • Manual override of ICP scoring for edge cases or strategic accounts
  • Periodic review of enrichment accuracy and ICP criteria effectiveness

Metrics to track

  • Demo request volume by source and month
  • Qualification rate (% of requests scoring ≥70)
  • Time from request to routing (target: <2 hours)
  • Enrichment success rate (% of requests with appended data)
  • Duplicate detection rate (% of requests matched to existing records)
  • Rep response time to routed opportunity (target: <4 hours)
  • Demo conversion rate by qualification score band
  • Nurture conversion rate for unqualified leads
  • Cost per qualified opportunity routed
  • ICP accuracy (% of routed leads that advance to demo or close)

Failure cases

  • Enrichment API timeout or data unavailable — route to manual review queue with partial data
  • Duplicate detection false negatives — implement periodic CRM audit and manual merge process
  • ICP scoring misalignment with actual conversion — track conversion rate by score band and recalibrate quarterly
  • Rep assignment imbalance — monitor pipeline distribution and adjust round-robin or territory logic
  • Email validation failure — flag for manual verification before routing
  • Missing required fields in form submission — auto-reply requesting completion or escalate to sales ops

Requirements

Setup: 2–4 weeks (depending on CRM complexity, enrichment API integration, and ICP definition)

Cost: Estimate only — sample data. Enrichment API: $500–$2,000/month (volume-dependent). Automation platform: $0–$500/month (if not native to CRM). CRM: $0–$5,000+/month (existing cost). Total: $500–$7,500/month depending on stack.

Required tools

CRM (Salesforce, HubSpot, Pipedrive, or equivalent)
Automation platform (Zapier, Make, native CRM workflows, or custom API)
Data enrichment API (Apollo, ZoomInfo, Hunter, or Clearbit)

Optional

Slack or email notification service
Lead scoring AI (6sense, Demandbase, or custom model)
Territory management tool (Outreach, Salesloft)
Analytics dashboard (Tableau, Looker, or CRM native)
Duplicate detection tool (ReallySimpleAI, Dedupe.io)

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