Flipkart AI Agents Boost CTR by 285% via Proactive Re-engagement
yangyi · x · 2026-08-20
Flipkart reports a successful production deployment using AI Product Research Agents to re-engage users who searched but didn't buy. The system identifies exploratory intent (e.g., "best smartphones") and uses agents to generate grounded, personalized research summaries, delivered via WhatsApp the next day.
Key Results (23 days):
- 15,061 messages sent, generating 37,258 visits.
- CTR increased by 285% compared to historical WhatsApp campaigns.
- Evidence of secondary engagement via message forwarding.
Workflow:
- Filter users with exploratory keywords but no conversion.
- AI generates informative content (comparisons, lists) based on enterprise catalogs.
- Deliver via private channels (WhatsApp/Enterprise WeChat).
Insight: This bridges the gap between intent and purchase by offloading research work to agents, turning traditional SEO formats (listicles) into proactive, trust-building value.
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