Marketing Automation

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> Scale personalized marketing through intelligent automation.

Category: Data & Research
Repo: nguyenphp-antigravity-marketing
Path: templates/.agent/skills/marketing-automation/SKILL.md
Updated: 4/20/2026, 12:45:47 PM

AI Summary

> Scale personalized marketing through intelligent automation. It is useful for data analysis, research workflows, web scraping, knowledge bases, and data pipelines. Source: nguyenphp-antigravity-marketing (templates/.agent/skills/marketing-automation/SKILL.md).

Marketing Automation

Scale personalized marketing through intelligent automation.


1. Automation Strategy

LevelFocusExamples
BasicTime-based triggersWelcome series, drips
BehavioralAction-based triggersCart abandonment, browse
PredictiveAI-drivenChurn prevention, recommendations

2. Lead Lifecycle Stages

StageDefinitionAutomation
SubscriberEmail opt-inWelcome series
LeadShowed interestNurture sequence
MQLMarketing qualifiedScore + handoff
SQLSales qualifiedSales notification
OpportunityIn pipelineSales support
CustomerConvertedOnboarding
AdvocateLoyalReferral program

3. Lead Scoring

Scoring Criteria

CategoryFactorsPoints
DemographicJob title, company size+10-30
FirmographicIndustry, revenue+10-30
BehavioralPage views, downloads+5-20
EngagementEmail opens, clicks+2-10
NegativeUnsubscribe, bounce-10-50

Score Thresholds

ScoreStatusAction
0-25ColdNurture
26-50WarmEducate
51-75MQLSales alert
76+SQLImmediate handoff

4. Common Automation Workflows

Welcome Series

EmailTimingContent
1ImmediateWelcome, deliver promise
2Day 2Best resource
3Day 4Your story
4Day 7Social proof
5Day 10First offer

Lead Nurture

EmailTimingContent
1TriggerRelated to action
2+3 daysEducational
3+7 daysCase study
4+14 daysDemo offer
5+21 daysLimited offer

Cart Abandonment

EmailTimingContent
11 hourReminder
224 hoursBenefits
348 hoursUrgency/discount

Re-engagement

EmailTimingContent
130 days inactive"We miss you"
245 daysBest content
360 daysSpecial offer
475 daysLast chance
-90 daysSunset from list

5. Segmentation Strategies

Segmentation Types

TypeExamples
DemographicAge, gender, location
FirmographicIndustry, company size
BehavioralPurchases, page views
PsychographicInterests, values
LifecycleLead stage, tenure

Dynamic Segments

SegmentCriteria
Highly engagedOpened 3+ emails last 30 days
At riskNo opens 30 days
Power users10+ sessions/month
High valueLTV > $1000
Trial usersOn trial, < 7 days left

6. Trigger-Based Automation

Behavioral Triggers

TriggerAutomation
Form submissionThank you + nurture
Page visitRelated content email
Product viewBrowse abandonment
Cart addCart abandonment
PurchaseOnboarding + upsell
MilestoneCelebration email

Time-Based Triggers

TriggerAutomation
Signup anniversaryCelebration + offer
Last purchase +30 daysWin-back
Trial endingConversion push
Contract renewalRenewal sequence

7. Personalization

Personalization Levels

LevelExample
BasicName, company
BehavioralBased on actions
PredictiveAI recommendations

Dynamic Content

VariableUse
{{first_name}}Greeting
{{company}}Reference
{{last_product}}Cross-sell
{{industry}}Relevant examples
{{stage}}Stage-specific content

8. Multi-Channel Automation

Channel Orchestration

ChannelBest For
EmailNurturing, detailed info
SMSUrgent, time-sensitive
PushApp re-engagement
In-appContextual guidance
RetargetingRe-engagement

Cross-Channel Workflow

Trigger: Cart abandonment
→ Wait 1 hour
→ Email: Cart reminder
→ Wait 24 hours
→ If no purchase: SMS reminder
→ Wait 48 hours  
→ If no purchase: Retargeting ad

9. Automation Metrics

Flow Metrics

MetricTarget
Completion rate>60%
Conversion rateVaries by goal
Unsubscribe rate<0.5% per email
Revenue attributionTracked to flow

Email Metrics

MetricBenchmark
Open rate20-30%
Click rate2-5%
Unsubscribe<0.5%

10. Automation Platforms

PlatformBest For
HubSpotAll-in-one, B2B
KlaviyoE-commerce
ActiveCampaignSMB automation
MarketoEnterprise B2B
Customer.ioProduct-led growth
BrazeMobile-first

Remember: Automation should feel personal, not robotic. Use data to deliver the right message at the right time.

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