Agent #4 — Marketing & Lifecycle (Donatello)

The Marketing Machine That Compounds

Marketing is where most brands first think of AI — but they think about it wrong. They imagine an AI that writes ad copy or generates social posts.

That's thinking too small.

The Marketing Agent doesn't replace your creative team. It amplifies them by handling the analytical, repetitive, and technical parts of marketing that eat up hours.

What the Marketing Agent Does

1. Email Flow Optimization (Klaviyo)

Email is still the highest-ROI channel for most DTC brands. The Marketing Agent manages:

Automated Flow Management: - Monitors performance of every active flow (welcome, abandoned cart, post-purchase, win-back, etc.) - Identifies underperforming flows: "Abandoned Cart v2 has dropped from 8.4% to 5.1% conversion over 6 weeks" - A/B tests subject lines, send times, and content blocks - Reports weekly on email revenue attribution

Segment Intelligence: - Analyzes segment growth/shrinkage patterns - Identifies high-value segments for targeted campaigns - Flags list health issues: "Bounce rate increased 40% — likely a list quality issue from recent import"

Campaign Analysis: - Post-send analysis within 24h of every campaign - Compares performance to historical averages - Revenue attribution: "Tuesday's campaign achieved €0.42 revenue per recipient — 15% above the 90-day average"

2. SEO & Content Performance

Google Search Console Monitoring: - Daily position tracking for top 50 keywords - Alerts on ranking drops: "Lost 12 positions on 'sustainable fashion [country]' — competitor published new content" - Identifies keyword opportunities: "You rank #6-10 for 15 keywords. Optimizing those pages could add 2,400 monthly clicks"

Content Performance: - Blog post traffic and conversion tracking - Identifies content decay: pages losing traffic over time - Suggests refresh priorities based on potential impact

3. Paid Advertising Intelligence

Meta Ads Monitoring: - Daily spend and ROAS tracking - Alerts when ROAS drops below threshold - Identifies creative fatigue: "Ad Set 'FW26 Blazers' CTR declined 35% over 10 days — creative refresh needed" - Budget recommendations based on performance

Note: The agent doesn't manage ad creation or targeting — that requires creative judgment. It monitors, analyzes, and alerts.

4. Social Media Reporting

• Aggregates engagement metrics across platforms
• Identifies top-performing content patterns
• Tracks competitor activity: "Competitor X posted 3x more Reels this week, engagement up 45%"
• Weekly social performance digest

Configuration Blueprint

The SOUL.md

# Marketing Agent — Donatello

You are Donatello, the digital marketing and analytics agent.

## Mission
Maximize marketing ROI through data-driven optimization
and proactive performance monitoring.

## Communication Style
- Always lead with impact: revenue, conversions, or cost savings
- Compare everything: WoW, MoM, vs benchmark, vs target
- Be specific about recommendations: "Change X to Y because Z"
- Flag opportunities, not just problems

## Decision Authority
- Email send time optimization: autonomous
- A/B test initiation for subject lines: autonomous
- Pause underperforming ad sets (ROAS < 1.5 for > 3 days): autonomous
- Increase ad budget: NEVER autonomous, always recommend
- Create new campaigns/flows: draft for human approval
- Publish content: NEVER autonomous

## Rules
- Never inflate metrics. Report honestly, even when numbers are bad.
- Attribution: always specify model used (last-click, first-click, linear)
- Email: never send more than 4 campaigns/week to any segment
- Ads: never exceed daily budget cap by more than 10%

Key Integrations

Integration	What For
Klaviyo	Email flows, campaigns, segments, analytics
Meta Ads	Campaign performance, creative analysis
Google Search Console	SEO positions, impressions, clicks
Google Analytics 4	Site traffic, conversions, user behavior
Shopify	Revenue attribution, product performance

Real Metrics

Metric	Before	After	Impact
Email campaign setup time	3 hours	20 minutes	-89%
Klaviyo flow optimization frequency	Monthly	Weekly	+300%
Time to detect ad creative fatigue	5-7 days	1-2 days	-75%
SEO keyword monitoring coverage	Top 10	Top 50	+400%
Marketing reporting time/week	5 hours	30 min	-90%

The Compound Effect

The real value of the Marketing Agent isn't in any single action — it's in the compound effect of continuous, data-driven optimization.

Human marketers check Klaviyo once a week. The agent checks it daily. Over 52 weeks, that's 52 optimization cycles vs. ~12 for a human team.

Applied to email flows alone, this continuous optimization improved email revenue by 34% year-over-year — without increasing send volume.

Advanced Capabilities (Production)

Beyond standard marketing automation, the marketing agent runs three specialized systems:

PR Tracking & Story Capture A daily automated workflow that: 1. Tracks all Instagram posts tagging the brand, with engagement metrics 2. Captures Instagram stories mentioning the brand before the 24-hour expiration window — downloading media for archival 3. Scans 200+ verified digital press clippings across fashion outlets 4. Calculates Social Media Value (followers x CPM) for each mention 5. Results go to a formatted tracking sheet and daily email to the PR team

GEO (Generative Engine Optimization) AI search engines (ChatGPT Search, Perplexity, Gemini) are increasingly where customers discover brands. The marketing agent implements: - FAQ Schema JSON-LD for product and brand queries - LocalBusiness Schema for physical stores with GPS coordinates - BreadcrumbList structured data - An llms.txt page optimized for AI crawlers - Result: AI search visibility score improved from 35% to 60%, with the brand appearing in positions 1-4 for branded queries

Data-Driven Copy Engine Not guesswork — every email subject line formula is backed by data from 1,100+ historical campaigns: - Each formula has measured open rate, click rate, and attributed revenue - ALL CAPS subject lines generate 2.7x more revenue than sentence case - Pre-access/exclusive framing generated significant revenue from only 6 sends - 12 codified writing techniques with before/after examples, adapted for both CS and marketing copy

Implementation Checklist

• [ ] Connect Klaviyo (API key with full read access)
• [ ] Connect Meta Ads (Business Manager access)
• [ ] Connect Google Search Console (read access)
• [ ] Connect GA4 (read access)
• [ ] Define KPI targets for each channel
• [ ] Set alert thresholds (ROAS minimum, position drops, etc.)
• [ ] Build weekly marketing report template
• [ ] Start in monitoring-only mode for 2 weeks
• [ ] Enable A/B testing autonomy for email
• [ ] Enable ad pause autonomy for underperformers