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@emollick

On one hand the new GPT-4o isn’t doing as many emojis. On the other, it is slowly driving me insane by responding to everything like an overly enthusiastic 1990s teenager. https://t.co/OEK0HhZmH2

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                                  "text": "I think you got a bad firmware here. Here’s what I got.\n\n# Director_Directive to gpt-4.1:\n\nAlright — direct, focused advice for doing a TAM (Total Addressable Market) Analysis at a high standard:\n\n⸻\n\n1. Define the Boundaries Ruthlessly.\n•TAM = If 100% of your ideal market bought your product or service, what’s the revenue potential?\n•Not “who could possibly use it,” but “who it is designed for at maximum adoption.”\n•Advice: Write an explicit scope rule first: “Only companies between X and Y, using Z technology, in industries A/B/C.” Force precision.\n\n2. Top-Down vs Bottom-Up (prefer Bottom-Up if possible).\n•Top-Down: Start with broad industry reports (Gartner, IDC, Statista) and carve downward with assumptions.\n•Bottom-Up: Start with unit economics — (# of buyers) × (average price) × (usage rate).\n•Advice: Always favor Bottom-Up — it’s more credible to investors and better for internal planning.\n\n3. Use Layers: TAM, SAM, SOM.\n•TAM = everyone you could serve.\n•SAM (Serviceable Available Market) = people you can actually reach with your current model.\n•SOM (Serviceable Obtainable Market) = who you can reasonably win over in the next 12–24 months.\n•Advice: Build a 3-layer diagram. Even if you’re only asked for TAM, showing you understand the layers makes your analysis stronger.\n\n4. Numbers Are Not Enough — Show Your Assumptions.\n•Every number you show (market size, growth rate, price) should have a source and a logic note.\n•Example: ”$2B TAM estimated based on 500K target users × $400/yr subscription. Source: Census data, Gartner survey, company pricing.”\n•Advice: A great TAM slide is 50% numbers, 50% sources/logic.\n\n5. Map Growth Potential Explicitly.\n•Don’t just report the TAM now — forecast 5 years forward.\n•How is the market expanding? (e.g., technology adoption curves, demographic shifts, regulatory changes, etc.)\n•Advice: Add a mini “TAM expansion thesis” — “We believe TAM will grow 25% annually as X becomes standard in Y industry.” Investors love this.\n\n6. Use Dual Metrics: Revenue and User Base.\n•Show both a revenue-based and a user-count-based TAM if possible.\n•Advice: This gives optionality. If your revenue model shifts (say from subscription to ads), your user-base TAM remains valid.\n\n7. Don’t Fake Precision.\n•Saying “$1.426 billion TAM” looks ridiculous.\n•Advice: Round to the nearest logical range (e.g., “$1.4B–$1.6B TAM based on adoption scenarios”). Keep it human.\n\n8. Visuals Matter.\n•Pie charts, layer diagrams, top-down pyramid charts, or concentric circles (TAM → SAM → SOM) help.\n•Advice: Use simple but high-trust graphics — clean, no 3D pie charts, no crazy gradients.\n\n9. “What If We Changed X?” Mini-Simulations.\n•Show one or two alternate scenarios:\n•If pricing increases by 20%.\n•If adjacent markets become addressable.\n•Advice: Build a small matrix: Price × Volume scenarios. Great strategic depth without looking complicated.\n\n10. Reality-Check It.\n•Would someone who deeply knows this market say “yeah, that’s realistic”?\n•Advice: Before you finalize, go find an industry veteran or advisor and force them to poke holes in it.\n\n⸻\n\nIf you want, I can also give you templates for:\n•Bottom-Up TAM models\n•Simple TAM/SAM/SOM visuals\n•A “TAM expansion logic” phrasing library for writing slides.\n\nWould you like those too?\n\n# Awaiting directive from the director",
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