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Creator-led commerceCreator-led commerce

Move beyond likes, views, and last-click attribution.

Influencer-led businesses over-index on vanity metrics. The real questions — which creator caused incremental revenue, where spend has saturated, which audiences acquire customers with better LTV — require causal intelligence, not last-click dashboards.

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Sample outcome Live pilot
Incremental
+22%
Saturated
3 creators
LTV lift
+$22
Vertical templates
  • Influencer Growth Control Tower
  • Creator Quality Tower
  • Platform Mix Tower
  • Campaign Incrementality Tower
  • +1 more below
01Why this vertical fits

The decisions are causal,
not just correlative.

Engagement, view, and last-click revenue under-represent what really matters: incremental influence, audience overlap inflation, LTV/CAC by creator and platform.

Vanity metrics dominate
Last-click revenue inflates attribution
Spend saturation goes undetected
Audience overlap inflates KPIs
Creator quality unclear
LTV of acquired customers unknown
Cannibalized organic demand
02Possible Control Towers

Each tower is a governed operating lens.

Tower 01

Influencer Growth Control Tower

Measure true influencer-driven business impact and optimize marketing spend allocation.

KPIs
  • Reach
  • Engagement quality
  • Click-through rate
  • Conversion rate
  • Tracked revenue
  • Incremental revenue
  • CAC
  • ROAS
  • Contribution margin
  • Repeat purchase rate
  • LTV/CAC
  • Attribution confidence
Signals
  • High engagement but low conversion
  • High last-click revenue but low incrementality
  • Spend saturation
  • Audience overlap inflation
  • Content fatigue
  • Paid boost inefficiency
  • Low-LTV acquisition
Decisions
  • Increase spend on Creator A
  • Pause Creator B
  • Boost this organic post
  • Move budget from Instagram to YouTube
  • Renegotiate to performance-based pricing
  • Stop campaign after CAC threshold breach
  • Shift spend to creators acquiring high-LTV customers
Causal
  • Did the influencer cause incremental revenue?
  • Was performance caused by creator influence or paid boosting?
  • Did discount depth drive conversion instead of creator credibility?
  • Is the campaign cannibalizing organic demand?
  • Which content format causes better conversion?
  • Where does spend saturate?
Tower 02

Creator Quality Tower

Assess creator quality beyond vanity metrics.

Tower 03

Platform Mix Tower

Optimize budget allocation across Instagram, YouTube, TikTok, LinkedIn, affiliates, and paid boosts.

Tower 04

Campaign Incrementality Tower

Separate tracked attribution from actual incremental business impact.

Tower 05

Creative Intelligence Tower

Identify which content formats, hooks, offers, and narratives drive conversion.

03Ontology slice

The business thinks in entities,
not tables.

Every Control Tower runs over a named slice of the enterprise ontology. Approved. Versioned. Owner-assigned.

Entities · Vertical default
InfluencerPlatformContentCampaignAudience SegmentAd SpendUTM LinkCoupon CodeSessionCustomerOrderRevenueMarginRepeat Purchase
04In one sentence

“Move beyond likes, views, and last-click attribution. An Influencer Growth Control Tower connects creators, platforms, content, campaigns, spend, traffic, conversions, revenue, margin, and customer quality — estimating true influence, detecting attribution inflation, identifying saturation, and recommending budget reallocation.”

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