Growth at Alhena | Bringing ideas to life. Turning insights into stories.
Per-transaction AI metrics capture only 30-40% of total value. A four-stage CLV attribution framework reveals AI-engaged customers are worth 40-60% more over 12 months.
Most loyalty programs treat every customer the same. AI transforms loyalty with milestone recognition, dynamic reward calibration, churn-risk intervention, and preference-aware personalization.
AI shopping assistant conversations reveal product gaps, missing attributes, pricing holes, and bundling opportunities that no dashboard or survey captures. Here are five pattern categories with specific merchandising actions your team can take this week.
The AI disclosure debate is settled by regulation, but how you disclose determines whether transparency helps or hurts conversion. Four disclosure approaches with copy templates, an A/B testing framework, and why hallucination-free accuracy makes transparency a competitive advantage.
How AI handles allergen cross-referencing at the ingredient level, multi-constraint dietary filtering, recipe-based product bundling, and expiration-sensitive recommendations for food and beverage ecommerce.
Most ecommerce CX teams are still structured for a pre-AI world. Here are the five AI customer service roles, revenue-driven KPIs, and a 90-day transition roadmap for building an AI-first CX team.