automation-workflow-designer

Automation Workflow Designer

Designs marketing automation workflows with trigger logic, branching paths, timing delays, and platform-specific implementation specs. Outputs visual Mermaid diagrams and structured specs that can be directly implemented in HubSpot, Klaviyo, Mailchimp, or similar platforms.

Prerequisites

• agency.config.json populated (services, ICP segments, outreach cadence)
• Workflow goal or use case
• Target platform (HubSpot, Klaviyo, Mailchimp, or platform-agnostic)

Phase 0: Intake

Read agency.config.json:

• services[] -- for service-related workflow content
• icp.segments[] -- for segmentation logic
• outreach.cadence -- for timing reference
• scoring -- for lead scoring workflow design

Accept parameters:

• workflow_type -- (required) one of: welcome-series, lead-nurture, abandoned-cart, post-purchase, re-engagement, lead-scoring, lifecycle-stage, event-triggered, custom
• platform -- (required) one of: hubspot, klaviyo, mailchimp, platform-agnostic
• goal -- (required) the business outcome this workflow achieves
• audience -- (optional) segment definition for enrollment
• touchpoints -- (optional) number of emails/steps. Default: auto based on type
• timeline -- (optional) total workflow duration. Default: auto based on type

Phase 1: Workflow Architecture

Enrollment Trigger

Define what starts the workflow:

Workflow Type	Default Trigger
Welcome Series	Form submission, signup, account creation
Lead Nurture	Lead score reaches threshold, downloads content
Abandoned Cart	Cart created + no purchase within 1 hour
Post-Purchase	Order confirmed
Re-engagement	No email open in 60 days, no site visit in 90 days
Lead Scoring	Any contact property change, page view, email interaction
Lifecycle Stage	Stage change (subscriber -> lead -> MQL -> SQL -> opportunity -> customer)
Event-Triggered	Specific event (webinar registration, demo request, pricing page visit)

Exit Conditions

Define what removes someone from the workflow:

• Achieved the goal (purchased, booked demo, etc.)
• Unsubscribed
• Entered a higher-priority workflow
• Manual removal
• Workflow completed all steps

Suppression Rules

Define who should NOT enter:

• Existing customers (for acquisition workflows)
• Active deals in pipeline (for nurture workflows)
• Recently contacted (within 48 hours)
• Competitors or internal emails

Phase 2: Workflow Steps

Design each step with:

STEP [N]:
  Type: [email / sms / wait / branch / score-update / property-update / notification / webhook]
  Timing: [immediately / delay: Xh/Xd / specific time / wait-for-event]

  If type = email:
    Subject: [subject line]
    Content theme: [what this email covers]
    CTA: [action to take]
    Personalization: [dynamic fields used]

  If type = branch:
    Condition: [what determines the path]
    YES path: [go to step X]
    NO path: [go to step Y]

  If type = score-update:
    Action: [add/subtract N points]
    Reason: [what triggered the score change]

  If type = wait:
    Duration: [hours/days]
    Smart timing: [send at optimal time in recipient's timezone]

Workflow Templates by Type

Welcome Series (5 emails over 14 days)

Step 1: [Immediate] Welcome email - introduce brand, set expectations
Step 2: [Day 2] Value email - best content/resource, no sell
Step 3: [Branch] Opened Step 2?
  YES -> Step 4a: [Day 5] Case study / social proof
  NO -> Step 4b: [Day 5] Re-send Step 2 with new subject
Step 5: [Day 8] Educational content - teach something useful
Step 6: [Branch] Clicked any link in Steps 1-5?
  YES -> Step 7a: [Day 12] Soft CTA - invite to demo/call
  NO -> Step 7b: [Day 12] Different angle, lower commitment CTA
Step 8: [Day 14] Final value email + clear CTA

Abandoned Cart (3 emails over 48 hours)

Step 1: [1 hour] Reminder - "You left something behind"
Step 2: [Branch] Purchased?
  YES -> Exit
  NO -> Step 3: [24 hours] Social proof - reviews, bestseller status
Step 4: [Branch] Purchased?
  YES -> Exit
  NO -> Step 5: [48 hours] Urgency/incentive (if configured)

Lead Scoring Workflow

Step 1: [Trigger] Contact property or activity change
Step 2: [Branch] What activity?
  Email open -> +5 points
  Email click -> +10 points
  Page view (pricing) -> +20 points
  Page view (case study) -> +15 points
  Form submission -> +25 points
  Demo request -> +50 points, set lifecycle = MQL
Step 3: [Branch] Total score >= threshold?
  YES -> Notify sales, set lifecycle = SQL
  NO -> Continue nurture

Phase 3: Branching Logic

Design conditional branches:

BRANCH: [descriptive name]
  Condition type: [property / event / score / list-membership / date]
  Condition: [specific logic]

  Example conditions:
  - "Contact opened email in last 7 days"
  - "Lead score > 50"
  - "Industry = D2C"
  - "Company size > 50 employees"
  - "Days since last website visit > 30"
  - "Lifecycle stage = MQL"
  - "Has NOT clicked any email in workflow"

  TRUE path: [action or next step]
  FALSE path: [action or next step]

Phase 4: Mermaid Diagram

Generate a visual workflow as a Mermaid flowchart:

graph TD
    A[Trigger: Form Submission] --> B[Email 1: Welcome]
    B --> C{Wait 2 days}
    C --> D[Email 2: Value Content]
    D --> E{Opened Email 2?}
    E -->|Yes| F[Email 3: Case Study]
    E -->|No| G[Email 3: Re-send with new subject]
    F --> H{Wait 3 days}
    G --> H
    H --> I{Clicked any link?}
    I -->|Yes| J[Email 4: Demo Invite]
    I -->|No| K[Email 4: Low-commitment CTA]
    J --> L{Booked demo?}
    K --> L
    L -->|Yes| M[Exit: Goal achieved]
    L -->|No| N[Email 5: Final value + CTA]
    N --> O[Exit: Workflow complete]

Phase 5: Platform-Specific Implementation

HubSpot

Workflow type: [Contact-based / Company-based / Deal-based]
Enrollment: [trigger criteria in HubSpot filter syntax]
Settings:
  - Re-enrollment: [yes/no]
  - Suppression lists: [list names]
  - Goal: [criteria that marks success]
  - Unenrollment: [criteria]
  - Execute on: [business days only / any day]
  - Time zone: [contact's timezone / fixed]

Step implementation:
  - Emails: Create in Marketing > Email > Automated
  - Delays: Use "Delay" action
  - Branches: Use "If/then branch"
  - Score: Use "Set contact property" for HubSpot Score
  - Notifications: Use "Send internal email notification"

Klaviyo

Flow type: [Metric-triggered / List-triggered / Segment-triggered / Date-triggered]
Trigger: [metric name or list/segment]
Filters: [profile/event filters for enrollment]

Step implementation:
  - Emails: Flow emails (drag and drop)
  - SMS: Flow SMS action
  - Delays: Time delay or Smart Send Time
  - Branches: Conditional split (profile property, event, or flow activity)
  - Score: Use profile property update via webhook or custom integration

Mailchimp

Journey type: [Welcome / Abandoned Cart / Custom]
Starting point: [tag added / list signup / purchase activity / custom event]

Step implementation:
  - Emails: Journey email steps
  - Delays: Wait steps (time-based)
  - Branches: If/Else (based on tags, activity, or purchase data)
  - Actions: Tag, untag, update merge field, archive
  - Limitations: No native lead scoring, requires Zapier integration

Phase 6: Output

Return structured JSON:

{
  "workflow_type": "welcome-series",
  "platform": "klaviyo",
  "goal": "Convert new subscribers to demo bookings within 14 days",
  "enrollment_trigger": "Added to 'Newsletter Subscribers' list",
  "exit_conditions": ["Booked demo", "Unsubscribed", "Workflow complete"],
  "suppression": ["Existing customers", "Active deal in pipeline"],
  "total_steps": 8,
  "total_emails": 5,
  "total_branches": 2,
  "timeline": "14 days",
  "steps": [
    {
      "step": 1,
      "type": "email",
      "timing": "immediate",
      "subject": "Welcome to Plasho -- here's what to expect",
      "content_theme": "Brand intro, value proposition, set email expectations",
      "cta": "Read our latest case study",
      "personalization": ["first_name", "company"]
    },
    {
      "step": 2,
      "type": "wait",
      "duration": "2 days",
      "smart_timing": true
    },
    {
      "step": 3,
      "type": "branch",
      "condition": "Opened email 1",
      "true_path": "step_4a",
      "false_path": "step_4b"
    }
  ],
  "mermaid_diagram": "graph TD\n    A[Trigger] --> B[Email 1]...",
  "platform_implementation": {
    "flow_type": "List-triggered",
    "trigger_list": "Newsletter Subscribers",
    "smart_send_time": true,
    "skip_weekends": true
  },
  "kpis_to_track": [
    "Open rate per email",
    "Click-through rate per email",
    "Demo booking rate",
    "Time to conversion",
    "Unsubscribe rate"
  ],
  "generated_at": "2026-03-13T10:00:00Z"
}

Example Usage

Trigger phrases:

• "Design a welcome email series for new leads"
• "Build an abandoned cart flow for Klaviyo"
• "Create a lead scoring workflow for HubSpot"
• "Design a re-engagement campaign for dormant subscribers"
• "Plan a post-purchase follow-up sequence"
• "Build a lifecycle stage automation workflow"
• "Create a nurture sequence for MQLs"