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How do you architect the Sales-Marketing handoff (Lead -> Opportunity)?

The handoff is where deals get won or lost organisationally. Architecture decisions:

1. Lead capture and enrichment

  • Marketing channels create Leads: forms, events, MQL imports.
  • Enrichment — third-party tools (Clearbit, ZoomInfo) or Pardot/MCAE adds firmographic data.
  • Lead scoring — combine demographic + behavioural to compute fit + interest.

2. Lead qualification stages

  • MQL (Marketing Qualified Lead) — meets marketing's criteria; ready for sales touch.
  • SAL (Sales Accepted Lead) — sales has reviewed and accepted ownership.
  • SQL (Sales Qualified Lead) — sales has confirmed budget, authority, need, timeline (BANT).

Each stage has explicit criteria and SLA for movement.

3. Routing

  • Lead Assignment Rules route to regions, segments, AEs.
  • Round-robin within a queue for fair distribution.
  • SLA on first touch — escalation if not contacted in X hours.

4. Lead conversion

  • When SQL: Convert the Lead — creates Account, Contact, Opportunity.
  • Mapping: Lead fields -> Account/Contact/Opportunity fields.
  • Custom logic — sometimes additional records (Subscription, Asset) created.
  • Original Lead retained — read-only post-conversion.

5. Campaign attribution

  • Campaign Influence — which campaigns touched the lead/contact during the deal cycle? Multiple attribution models for revenue credit.

6. Reporting

  • Funnel metrics: MQL volume, MQL->SAL conversion rate, SAL->SQL, SQL->Opportunity, Opportunity->Closed Won.
  • Velocity metrics: time at each stage.
  • Source ROI: revenue per channel.

Common architectural decisions:

  • Lead vs Contact-driven model — some orgs skip Lead and capture all in Contact directly. Simpler but loses funnel visibility.
  • Account-Based Marketing (ABM) — focus on Accounts, not Leads. Different shape.
  • Pardot/MCAE vs Marketing Cloud Engagement — B2B vs B2C tooling.

Senior consultants align Sales and Marketing on shared definitions of MQL/SAL/SQL — without that, the handoff fights forever.

Why this answer works

Senior. The funnel metrics, BANT, and "shared definitions" insight signal real Sales/Marketing experience.

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