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Lighthouse metrics in B2B & AI ๐Ÿ”ฆ, building on borrowed land ๐Ÿ—️๐ŸŒ, product validation ✅

AI lock-in is an architecture problem, not just a vendor problem. The best teams will move fast while preserving portability ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ 

TLDR

Together With Metronome

TLDR Product Management 2026-05-08

How agents are changing monetization - a live session with Kyle Poyar (Sponsor)

Monetizing AI is tricky. Monetizing agents? Somehow, even trickier. In this Metronome webinar, SaaS pricing expert Kyle Poyar and CEO Scott Woody will explain:

  • Why the agentic buyer requires a shift from monthly recurring revenue to real-time value exchange
  • Lessons from companies like Clay, Figma, and PostHog on evolving monetization for the AI era
  • How the key to scaling fast is platform-level monetization that accounts for agentic usage patterns

The event runs at 1 PM Eastern on May 14. Save your seat

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News & Trends

DAU, WAU, and MAU are the New Lighthouse Metric in B2B + AI (5 minute read)

These metrics reveal whether customers are building a habit or quietly preparing to churn.
7 Reasons Why Product Is Damn Hard In Europe (8 minute read)

Product work in Europe can be slowed by process, consensus, and risk avoidance. The PMs who stand out are the ones who simplify, make evidence-based decisions, and create progress where others wait for permission.
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Opinions & Tutorials

AI's Architect Problem: Why We're Building on Borrowed Land (5 minute read)

AI lock-in is an architecture problem, not just a vendor problem. The best teams will move fast while preserving portability across models, data, evaluation, and deployment.
The Organization Is the Bottleneck (4 minute read)

AI coding tools are only as effective as the organization around them. Strong engineering foundations turn AI into leverage, while weak systems turn it into more chaos.
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Resources & Tools

The biggest takeaway from my Stripe Sessions talk (6 minute read)

Monetization should evolve as quickly as the product itself. The best teams will treat pricing, packaging, freemium, AI access, and usage-based models as ongoing experiments that create growth and improve customer experience.
From 0 signal to 128 cold signups: product validation on a $2K budget (5 minute read)

Validate demand before scaling. A lightweight system of ads, analytics, A/B tests, and feedback loops can turn a small budget into real signal from strangers.
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Miscellaneous

Design from the inside (5 minute read)

AI-era design requires working inside the product, not around it. The best designers will ship code, use real data, and improve the experience through small, fast changes instead of waiting for perfect plans or consensus.
Is My Team AI-Pilled? (5 minute read)

AI adoption is becoming a divide between builders and spectators. Winning companies will go beyond prompts by rebuilding workflows, systems, and org structures around what AI makes possible.

Quick Links

Moats: Memory vs. Customization (3 minute read)

AI moats may come less from memory and more from customization.
Don't sell the build effort (3 minute read)

Do not price software based on how hard it was to build.

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Thanks for reading,
Ellen Le


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