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Saturday, April 11, 2026

AUTHOR NAME

Lisa Sharapata

Lisa Sharapata, VP of AI & GTM strategy at Metadata, the AI-driven digital advertising platform that transforms how modern marketing teams acquire customers and drive business growth.

Autonomous AI Agents Move From Hype to Teammate

Five principles for making autonomous AI agents accountable in digital marketing—clear guardrails, orchestration, real-time decisions, measurement and human leadership.

Agentic GTM Isn’t ABM 2.0; It’s a New Model Entirely

Third article in a series argues that agentic GTM systems—built on real-time decisions, not static lists—are reshaping how B2B revenue teams operate.

When Bad Data Breaks the Sales Pipeline

Bad data doesn’t just hurt marketing—it quietly sabotages sales, pipelines, and trust in GTM systems. Here’s why ghost leads keep winning.

Ghost Signals: Why Bad Data is Sabotaging Your GTM Strategy

Marketing’s biggest threat isn’t a lack of talent—it’s the "ghost signals" of flawed data. Discover why third-party intent is failing, how bot traffic is polluting your pipeline, and what it takes to stop sales from going rogue in the age of AI.

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