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Shubham
Anandani
Engineering Manager, AI-Powered Product Growth
LinkedIn
Shubham is an Engineering Manager at LinkedIn, where he leads high-impact, full-stack teams across San Francisco and Seattle. With over a decade of experience building systems at a "billion-member scale," Shubham currently drives the AI strategy for LinkedIn’s Identity, Profile, and Premium surfaces. He specializes in bridging the gap between complex distributed systems and product-led growth, specifically through the lens of GenAI and multimodal agents. His work is central to how LinkedIn leverages AI to drive Premium ARR and create personalized, self-service member experiences.
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18 June 2025 10:15 - 10:45
Building trust signals that drive Product-Led Growth
Product-led growth depends on signals that drive activation and conversion. But which signals actually matter? This session explores how verified behavioral signals outperform self-reported data in creating product-qualified leads at scale. Drawing from experience building trust and verification systems for professional platforms, you'll learn the three-pillar framework for signal design: Authenticity (is this real?), Credibility (does this matter?), and Discoverability (can customers find this?). Whether you're building freemium, trial-based, or PLG-in-enterprise products, you'll leave with tactical frameworks for turning user activity into trusted signals that accelerate growth.