Analyze A/B test results for statistical significance with ship, extend, or kill recommendations
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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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Analyze A/B test results for statistical significance with ship, extend, or kill recommendations
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
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한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Interactive onboarding wizard that generates agency.config.json for any B2B agency. Asks structured questions about the agency, services, ICP, tools, outreach preferences, and CRM setup. Outputs a complete config file.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.