OpenAI's Tibo Sottiaux Says Agents Will Do Most Internet.

The AI-driven agent revolution is shifting GTM strategy from human-centric workflows to agentic orchestration, demanding new pricing models, data maturity, and a radical rethink of traditional SaaS.

📊 10 episodes across 8 podcasts

⏱ 394 minutes of intelligence analyzed

🎙 Featuring: Tibo Sottiaux, Lenny Rachitsky, Lenny, Adam Coffey

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The Big Shift

The Go-to-Market landscape is undergoing a fundamental re-architecture, propelled by the rise of AI agents. This isn't just about AI assisting existing workflows; it's about a future where agents perform the majority of internet actions, forcing businesses to adapt to agent-driven GTM and entirely new monetization paradigms. This shift profoundly impacts how value is created, measured, and sold, pushing GTM leaders to prioritize data maturity and embrace internal tool-building to stay competitive.

The Agent-First Internet: OpenAI's Head of ChatGPT, Tibo Sottiaux, starkly predicts a future where AI agents, not humans, execute most internet actions. This necessitates building products and GTM strategies designed for agent interaction rather than human users. Vercel is already proving this model, with 91% of its support volume resolved by AI agents (Jeanne Grosser on Grit).

New Pricing & Monetization: This agentic future invalidates traditional SaaS pricing models. Manny Medina, Co-Founder & CEO at Paid, argues that "tokens" are an inadequate unit of value because they are an internal metric. The challenge lies in translating agent work into transparent, explainable value for CFOs, demanding a move from seat-based to true outcome-based pricing.

"A token should not be a unit of value for charging because a token is really kind of like the inside secret."
— Manny Medina, Co-Founder & CEO at Paid on Topline

Build vs. Buy for the AI Era: This agent-driven shift also redefines the build vs. buy decision for GTM tools. Adam Coffey of Ivanti demonstrates the power of custom AI-powered tools, noting that he saved "half a million dollars in subscriptions" by building his "Sales Command Center" using GitHub Copilot and Microsoft Power Apps. This capability challenges the traditional SaaS vendor model, with Coffey stating, "It is the Adapt or die time that's already starting. Like don't be the next Kodak." For GTM leaders, this means a critical focus on data maturity and potentially investing in a 🆕GTM Engineer role, which David Politis identifies as "the highest ROI role I have seen in maybe in my career" (The Transaction).

The Rundown

① GTM Engineers Deliver Highest ROI.

The role of a 🆕Go-to-Market Engineer is emerging as critical for AI adoption and GTM innovation. David Politis (The Transaction) argues this is the "highest ROI role" in his career, capable of rapidly implementing AI solutions.

→ Implication: Companies with 🆕GTM Engineers are 30% more likely to see significant AI impact, suggesting this role will become essential for competitive advantage and efficient AI integration across sales and marketing.

② Decentralized Sales Ops Outperforms Centralized RevOps for Growth.

For large, scaling organizations, a decentralized field operations model embedded with business units is more effective than a fully centralized RevOps structure, allowing sales operations to stay closer to the specific needs of sales teams. (Meghan Gill on Revenue Builders)

→ Strategic Shift: While centralized RevOps may suit early-stage companies, high-growth enterprises should consider distributing operational teams to prevent functional silos and ensure direct support for field leaders, optimizing for agility and business alignment.

③ AI-Driven Pricing Unlocks 20x ROI.

Many businesses are missing significant revenue opportunities by clinging to outdated, Excel-based pricing strategies instead of leveraging AI for dynamic adjustments. John Gilbo (Impact Pricing) noted, "It's not uncommon for us to see 20, 25x ROI from our platforms."

→ Actionable Insight: Regular pricing health checks and granular, AI-informed pricing adjustments (rather than uniform cost increases) are critical for optimizing margins and revenues, especially with tariffs and shifting costs.

④ Most B2B Purchases End in 'No Decision'.

A staggering 40-60% of B2B purchase processes conclude with no decision, not with a competitor's win. This often stems from indecision exacerbated by vision-heavy, undifferentiated sales pitches. (April Dunford on The Dave Gerhardt Show (from Exit Five))

→ Strategic Priority: Refocus sales pitches on clear, differentiated value propositions and concrete use cases. Move beyond generic "strategic narratives" to specific competitive advantages to overcome buyer paralysis and increase close rates.

⑤ Content Distribution is the New Creation.

The long-term ROI of content comes from continuous distribution across multiple channels, not just creation. Ross Simmonds (The Dave Gerhardt Show (from Exit Five)) advises, "create ridiculously content once and then distribute it forever. And if you do that, you just win."

→ Growth Lever: Maximize existing content by deploying a comprehensive distribution playbook, leveraging every channel from social media to LLMs, to turn static assets into evergreen lead generators and amplify traffic.

Signal Board

🔥 HEATING UP

• Agentic Software/AI Agents: The majority of internet actions will soon be taken by agents, driving a paradigm shift in GTM strategy. (Tibo Sottiaux on Lenny's Podcast)

• Outcome-based pricing (Paid's model): Monetizing AI based on measurable output and value delivered rather than token usage or seat licenses is critical. (Manny Medina on Topline)

• Unique In-Person B2B Relationship Building: Non-traditional, high-value experiences like the World Cup build stronger relationships than typical corporate events. (David Politis on The Transaction)

👀 ON WATCH

• 🆕Manny Medina: Co-Founder & CEO of Paid, bringing insights from Outreach on value-based pricing for AI agents. (Manny Medina on Topline)

• 🆕AI Agent Pricing (Outcome-Based vs. Seat-Based): The industry is moving away from seat-based models towards demonstrable value and 'itemized phone bills' for AI services. (Manny Medina on Topline)

• 🆕Micro-segmenting ICP: Drilling down to 200-300 target accounts dramatically increases the relevance and effectiveness of sales and marketing. (David Politis on The Transaction)

❄️ COOLING OFF

• Tokens as an inadequate unit of value for AI pricing: Using internal units like tokens to charge customers is ineffective and needs to be replaced by outcome or effort-based models. (Manny Medina on Topline)

• Product Myopia: The belief that value resides in the product itself rather than the future it creates leads to symptoms like discounting and long sales cycles. (Mark Stiving on Impact Pricing)

• 80% software margins are an anomaly of cheap money: SaaS gross margins are predicted to normalize to 40-60% in the AI agent era due to increased costs and new business models. (Manny Medina on Topline)

The Bottom Line

The AI agent era is forcing a fundamental re-evaluation of GTM, demanding a shift to agent-centric product design, outcome-based pricing, and a strategic embrace of data maturity and internal tool-building to survive and thrive.