GTM Playbooks
InboundIntermediate

Qualify Inbound Leads with AI Before Routing

The problem

SDRs lose a meaningful share of their day to unqualified inbound leads (students, competitors, wrong market).

Implementation steps

  1. 1

    Trigger Clay table on new HubSpot form submission

  2. 2

    Enrich with Clearbit for company domain and industry

  3. 3

    Use OpenAI API to evaluate fit: "Is this a qualified B2B SaaS buyer?" based on title, company, and form responses

  4. 4

    Assign qualification score (0-100) in HubSpot

  5. 5

    Route scores above 70 to SDR queue; below 70 to nurture workflow

Template outline

The structure to recreate in your own workspace. Field names and thresholds are starting points.

AI Qualification Logic:
1. HubSpot webhook -> Clay
2. Clearbit enrichment (company size, industry, funding)
3. OpenAI API:
   - Input: Job title, company name, industry, form answers
   - Prompt: "Score this lead 0-100 for B2B SaaS fit. Reply with only the number."
4. Write score back to HubSpot custom property
5. HubSpot workflow: If score >= 70, assign to SDR; else, add to drip campaign

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