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• applies-to-domainorg-dim.industry.ecommerce— Ecommerce's rich purchase-history and clickstream data makes it the canonical CLV optimization context; propensity models for next-category expansion are standard.
• applies-to-domainorg-dim.industry.retail— Retail loyalty program personalization — the dominant retail CDP use case — is fundamentally a CLV optimization exercise.
• applies-to-domainorg-dim.industry.financial-services— Product-progression cross-sell (checking → savings → investment → mortgage) is the canonical CLV optimization motion in financial services — deepening relationships extends lifetime value.
• applies-to-domainorg-dim.industry.travel-hospitality— Loyalty tier advancement and total trip-spend optimization (ancillary upsell across flights, hotels, ground transport) are the CLV-goal drivers in travel and hospitality.
• applies-to-domainorg-dim.industry.telecommunications— Subscriber ARPU optimization through plan upgrades, add-on attachment (streaming bundles, device protection, international plans), and household bundle expansion (adding lines to family plans) are the canonical CLV-goal CDP use cases in telco — multi-year subscriber value management requiring rich profile state, plan-propensity models, and cross-channel orchestration.
• applies-to-domainorg-dim.industry.healthcare— Healthcare CLV optimization — payer preventive-care engagement programs reducing long-term claims cost, and provider care-journey completion outreach preventing costly acute episodes — is a HIPAA treatment-purpose or operations-exempt CDP use case that operates across a multi-year patient-member lifetime. CLV in healthcare is the long-horizon complement to the acquisition and retention goals already covered.
• governed-byconstraint.ccpa-data-subject-rights-2026— CCPA ADMT opt-out rules (effective 2026-01-01): CLV modeling using AI decisioning on California consumer profiles is in scope for ADMT pre-use notice and opt-out rights where CLV scores drive significant decisions about consumer treatment, offers, or eligibility.
• applies-to-domainorg-dim.industry.media-publishing— OC-056. ARPU and subscriber LTV are the primary business metrics for media/publishing CDP programs. The industry node body covers upgrade propensity (free→paid tier conversion), premium subscription retention, and advertising revenue from engaged subscriber audiences as LTV dimensions. CDP-powered LTV models predict which subscribers will upgrade, renew, or yield higher ad CPM from behavioral engagement depth.
• applies-to-domainorg-dim.industry.digital-health— OC-093. Subscription-based digital health products (telehealth, wearable subscriptions) optimize LTV through usage encouragement and plan upgrades.