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Para CRM and data owners · Actualizado el 20 oct 2026

Required fields and lifecycle stages

To optimize advertising toward your highest-value customers, Scowtt models the full lifecycle of a lead after it's generated. That needs visibility into sales activity, engagement and funnel progress in your CRM, plus how people behave on your website before they become a lead.

CRM data

1. Lead identification. Used to connect CRM activity back to marketing leads.

FieldNotes
Lead ID or Contact IDA unique identifier for each lead
Lead creation timestampWhen the lead was created
Lead source or channelIf available
Campaign ID or tracking parameterIf stored
Email and/or phoneOptional. Any personal information you share is always hashed before upload.

2. Sales activity. Helps Scowtt understand which leads are being actively worked and how engagement evolves.

ActivityFields
Sales callsCall timestamp, call outcome (connected, no answer, voicemail)
Emails sentEmail timestamp, email type (if available)
SMS or messagingMessage timestamp
Sales tasksTask type, task timestamp
Meetings or appointmentsMeeting scheduled date, meeting completed status

3. Engagement outcomes. Helps tell strong buyer intent apart from low-quality leads.

Engagement eventExample field
Appointment scheduledAppointment date
Appointment attendedAttended flag
Demo completedDemo timestamp
Consultation completedConsultation outcome
Quote or estimate generatedQuote amount
Follow-up meetingMeeting date

4. Lead qualification status. Used to model which leads become viable opportunities. Share your lead status, lead stage and qualification outcome (if available), for example New Lead, Contacted, Qualified, Opportunity Created or Disqualified.

5. Conversion and revenue events. Lets Scowtt optimize toward actual business outcomes.

EventFields
Opportunity createdOpportunity ID, timestamp
Deal closedClosed timestamp
Deal outcomeWon or lost
Revenue amountRevenue value
Product or service typeOptional

Lifecycle stages

Ideally, every lifecycle event has its own timestamp, so Scowtt can reconstruct each lead's full journey. For example:

Lead Created → Sales Contact → Appointment Scheduled → Appointment Attended → Quote Generated → Closed Won

During setup, you'll tell your Scowtt team which fields and values mark each stage in your CRM, such as MQL, SQL/SQO and Closed Won.

Web analytics data

To understand intent before someone becomes a lead, Scowtt uses raw, event-level GA4 data. It doesn't need to be aggregated, just access to the underlying events.

  • Core identifiers: Anonymous user ID (such as user_pseudo_id), user ID if available (your CRM lead ID written back to GA4), and GCLID or other click IDs if captured.
  • Session and engagement signals: Session count, session duration or time on site, session start date and time, session start URL, page views, pages visited and navigation paths, and time between page interactions.
  • Traffic source: Source and medium, and campaign name or ID.
  • Key conversion and intent events: Form start and form submit, profile creation steps if tracked, and appointment scheduling events if captured in GA4.