Barton OS · KAAL Intel
The
Intel
The Locked Range
Quarterly product range review · trend signals · LTV-revised verdicts · still deciding
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Locked Range · Stock Health
Live stockouts · 181 OOS · 44 proven sellers bleeding · the gap order · reorder priorities
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Customer Intel
Customer cohorts · LTV concentration · gender × product · entry SKU · channel quality
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Knowledge Graph
Co-purchase · directional · trends · clusters · recommendations · cohort retention
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Attribution + Visual
Real Klaviyo flow attribution · unified touches · image-extracted product attributes
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Returns & At-Risk
Refund rates by product/category · serial returners · spend bleed
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360 Profiles
Customer · Product · Ad — single rich row each. Predicted next purchases. Cluster + gift + visual.
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Engagement Engine
Gamification system · tier progression · locked range gate · next-chapter recommendations · engagement scoring
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