Researchers have developed a production-deployed framework that uses AI-powered Product Research Agents to bridge search and CRM systems for proactive customer re-engagement. This system identifies users with exploratory purchase intent and low engagement, conducts research using various data sources, and delivers personalized recommendations via WhatsApp. A 23-day production deployment involving approximately 15,000 WhatsApp notifications showed significant improvements in click-through rates compared to traditional campaigns, with evidence of secondary engagement and downstream purchase impact. AI
IMPACT This framework demonstrates a practical application of AI agents for enhancing e-commerce customer journeys and driving sales.
RANK_REASON The cluster describes a research paper detailing a novel framework and its evaluation. [lever_c_demoted from research: ic=1 ai=1.0]
- AI Product Research Agents
- arXiv
- CatalyzeX
- CORE Recommender
- DagsHub
- Hugging Face
- Influence Flower
- Mandar Kulkarni
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