CONTENT CALENDAR · AAARRR

The Attribution Debt Series

Six pirate-metric stages, three topic pillars: confusion → paralysis → control. Every angle teaches the gap between what your dashboards report and what actually drove the sale.

CAUSALITY ENGINE · Q3 2026
Acquisition · Activation · Retention · Referral · Revenue
audience: DTC Shopify operators
Full YouTube strategy →

Hover any video for its shoot card · click to pin · open the full 87-video strategy →

STAGE
DOELGROEP
CONTENT · ANGLES
KANAAL
KPI'S
01
Awareness
PILLAR 1 · CONFUSION
"My dashboards never agree, and I don't know why."
Cold, skeptical operators who distrust their numbers but can't name the cause. Scrolling YouTube & LinkedIn, not searching for a tool yet.
Your ad dashboards are lying: here's the mathP1SOFT
Attribution debt: how you subsidise Meta's growthP1SOFT
The 9.5% gap between traditional & causalP1SOFT
Watch-time & retention
New unique viewers
Branded-search lift
02
Acquisition
PILLAR 1 · CONFUSION
"Every platform claims the same sale."
Problem-aware operators comparing Triple Whale / Northbeam / GA4, feeling the reconciliation pain. Ready for a lead magnet.
Why every platform claims the same conversionP1SOFT
The iOS 14.5 + Consent Mode measurement taxP1SOFT
Blended vs marginal ROAS: the trapP2SOFT
Email / list signups
Lead-magnet downloads
Demo-page visits
03
Activation
PILLAR 3 · CONTROL
"Show me MY gap, on my own data."
Operators willing to upload a GA4 paths CSV and see their real attribution for the first time. The aha-moment audience.
Upload your GA4 paths CSV → see your real attributionP3HARD
Reading your Attribution Mismatch screenP1P3
The €360k of hidden value you can't seeP3MED
CSV uploads → first report
Activation rate
Time-to-first-insight
04
Retention
PILLAR 2 · PARALYSIS
"OK, so where do I put the next euro?"
Active users running weekly causal checks, deciding allocation. Need a repeatable ritual, not a one-off report.
Where to invest next: the What-If SimulatorP2MED
Branded search & retargeting steal organic creditP2MED
Your weekly causal-truth ritualP2P3
Weekly active accounts
Scenarios saved / re-runs
Retention curve (W4 / W8)
05
Referral
PILLAR 3 · CONTROL
"Look at the hidden value I just found."
Operators who found their gap and talk to peers in DTC communities & Slack groups. Natural evangelists.
Share your "Hidden Value Captured" numberP3SOFT
Operator teardown: my real attribution gapP3SOFT
Shares / referrals sent
UGC teardowns
NPS
06
Revenue
PILLAR 3 · CONTROL
"Stop renting dashboards. Own the model."
Operators ready to own their causal model instead of trusting vendor black boxes. Demo-ready, objection-stage.
Own your model, don't rent the dashboardP3HARD
Is causal attribution overkill for small brands?SKEPTICHARD
Book a demo: your data, your truthCTAHARD
Demos booked
Trial → paid conversion
MRR · CAC payback
Topic pillars
P1 Multiple dashboards, non-matching data
P2 Uncertainty where to invest next
P3 Data take-back & control
CTA strength
Soft · teach the problem
Medium · show the tool
Hard · Book a Demo
Channel mix

FRAMEWORK · PESO MODEL

Paid · Earned · Shared · Owned

Every go-to-market motion behind Causality Engine, grouped by the media type that carries it, mapped for a B2B SaaS MarTech playbook. The four circles overlap; most demand programs live where they meet.

Earnedearned credibility
PR & analyst relations
  • Founder / exec commentary
  • Tech-press & journalist relations
  • Launch & announcement planning
  • Organic feature coverage
  • Data-story press kit
  • Analyst relations (Gartner / Forrester)
  • Integration & tech partnerships
Reputation & trust
  • Incident & status comms
  • Privacy, GDPR & consent
  • SOC 2 / security trust
  • Brand & messaging consistency
Sharedshared · community
Community activation
  • Customer advocacy & champions
  • Co-marketing with partners
  • G2 / Capterra review drives
Social & community ops
  • Social content calendar & scheduling
  • LinkedIn / X audience growth
  • Slack & peer operator groups
Field & events
  • Webinars & virtual events
  • Conference talks & sponsorships
  • ICP roundtables & customer dinners
Ownedowned channels
Website
  • New landing & comparison pages
  • SEO & keyword optimization
  • Messaging & copy updates
  • Design / UX refreshes
  • Technical SEO & Core Web Vitals
  • Pricing & self-serve signup
Content · written & visual
  • Content strategy
  • Editorial calendar
  • Educational explainers
  • Research reports & benchmarks
  • Conversion & sales copy
Direct & product-led
  • Lifecycle & nurture email
  • SDR outbound calls
  • Docs, one-pagers & decks
  • In-product onboarding (PLG)
  • In-app education & nudges
  • Demos & POCs
contentcalendar.causalityengine.ai
CONFUSIONPARALYSISCONTROL · emotional arc across the series