Product Growth Stories

Why Outcome-Based SaaS Pricing Fails With Enterprise Clients (From a CEO Who Tested It)


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Scale customer support without hiring more headcount — here's the AI automation framework that actually works without frustrating your customers.
Most support teams are buried answering the same repetitive queries while no one investigates why those queries exist in the first place. David from Communicate breaks down how to automate the right conversations, keep humans in the loop, and use support data to fix root-cause product issues before they compound.
You'll learn why AI agents fail when there's no human handover path — "you keep running in circles with the AI agent and that's so frustrating for a customer" — and how to design automation that customers don't resent. David also covers enterprise pricing structure (fixed and seat-based beats outcome pricing for budget predictability), and why content marketing needs a minimum 2-3 month testing window before you can draw any conclusions on channel performance.
For B2B SaaS founders looking to scale customer support without hiring, the core shift is moving your team from answering tickets to analyzing patterns — the queries themselves are product intelligence, not just a backlog to clear.
ABOUT THE GUEST
David is the founder of Communicate, an AI-powered customer service automation platform with over five years of operating history. Communicate helps e-commerce and B2B companies automate repetitive support queries while maintaining human escalation paths that protect the customer experience.
Get the complete show notes, frameworks, and playbooks:
https://podcast.rapidproductgrowth.com/scale-customer-support-without-hiring/
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#CustomerSupport #AIAutomation #B2BSaaS #SaaSGrowth #CustomerExperience
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Product Growth StoriesBy Jean-Michel Moreau