Episode #3
How to Build a Growth Engine That Scales in the AI Era | Andrew Silard (Grove, Notion, Maven)
In this episode of Growth Talks, Andrew Silard, fractional head of growth and advisor to companies including Maven Clinic, OpenRouter, Just AI, and Appy, joins Right Side Up Founder and host Tyler Elliston to unpack the growth lessons from his time leading growth marketing at Notion and Grove. He breaks down the critical shift from exploration to exploitation, why spreading your budget too thin across channels can quietly stall growth, and how the "spike test" can reveal whether a channel is actually worth doubling down on. Andrew also shares how AI is reshaping marketing teams in real time—from Slack-based AI agents to the risks of vibe-coded prototypes that never scale—and offers a practical framework for CMOs deciding when to build AI tools in-house versus buy point solutions. ️ Key Takeaways: Exploration and exploitation require different skills. The scrappy experimentation that gets you to product-market fit can actually work against you once it's time to scale and focus. Run a spike test before you commit. Pushing 5–10x more investment into a channel for a short burst reveals whether your product-channel fit is real or illusory. Segmentation is a growth unlock, not a nice-to-have. Getting precise about who you're solving a problem for sharpens positioning and turns loose product-market fit into tight product-market fit. Marketing's job is to be the voice of the customer. Pairing quantitative data with real customer conversations builds the credibility to influence the rest of the organization. AI adoption in marketing is still early. The biggest near-term wins are Slack-based AI agents and a centralized "context brain"—not fully AI-native teams. ⏰ Timestamps 00:00 Welcome & Introducing Andrew Silard 00:50 Building Growth Across Startups: Lessons from Notion and Grove 01:20 Exploration vs. Exploitation: The Two Phases of Growth 05:09 Signs You're Stuck in Exploration Mode 07:53 The Spike Test: Validating Product-Channel Fit 16:55 Understanding Marginal CAC and Incrementality 18:13 Segmentation, Positioning, and Go-to-Market Strategy 24:49 Marketing as the Voice of the Customer 28:15 Where AI Is (and Isn't) Delivering Value in Marketing 32:16 AI Agents in Slack and the Rise of Devin 36:22 Building an AI-Native Marketing Team: Buy vs. Build 41:19 Should Growth Teams Go All-In on AI? 44:14 A/B Test 45:38 Growth Strategy in 2026: Efficiency vs. Growth 48:59 Building Early-Stage Marketing Teams in the AI Era Mentioned in this episode: Notion: https://www.notion.com/ Grove Collaborative: https://www.grove.co/ Maven Clinic: https://www.mavenclinic.com/ OpenRouter: https://openrouter.ai/ Reforge: https://www.reforge.com/ Cognition (Devin): https://www.cognition.ai/ We'll be dropping episodes every other week. Want to follow along and listen to new episodes when they're released? Subscribe to Growth Talks on YouTube or wherever you get your podcasts.




