Analyze A/B test results for statistical significance with ship, extend, or kill recommendations
日本語の概要は準備中です。原文の説明を表示しています。
Designs marketing automation workflows: email triggers, branching logic, lead scoring rules, lifecycle stage transitions. Outputs Mermaid diagrams and implementation specs for HubSpot, Klaviyo, and Mailchimp.
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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.
agency.config.json populated (services, ICP segments, outreach cadence)Read agency.config.json:
services[] -- for service-related workflow contenticp.segments[] -- for segmentation logicoutreach.cadence -- for timing referencescoring -- for lead scoring workflow designAccept parameters:
workflow_type -- (required) one of: welcome-series, lead-nurture, abandoned-cart, post-purchase, re-engagement, lead-scoring, lifecycle-stage, event-triggered, customplatform -- (required) one of: hubspot, klaviyo, mailchimp, platform-agnosticgoal -- (required) the business outcome this workflow achievesaudience -- (optional) segment definition for enrollmenttouchpoints -- (optional) number of emails/steps. Default: auto based on typetimeline -- (optional) total workflow duration. Default: auto based on typeDefine 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) |
Define what removes someone from the workflow:
Define who should NOT enter:
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]
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
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]
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]
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"
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
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
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"
}
Trigger phrases:
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日本語の概要は準備中です。原文の説明を表示しています。