⭐ The State of AEO 12/11 – The Foundations of Relevance
This session marked a critical evolution in our journey: moving from "Opening the Gates" (Indexability) to "Teaching the Machine" (Meaning). The archaic SEO notion of "Keywords" and introduced the AEO era of "Entities." We learned that before an AI can recommend you, it must fundamentally understand what you are, not just recognize the words you use.
We explored the "Strings vs. Things" paradigm, the necessity of radical transparency, and the 10-step framework to map your business for the Knowledge Graph.
1. 🧠 From "Strings" to "Things"
We are witnessing the death of the keyword.
  • The Old Way (Strings): You had to match exact letters (e.g., "House"). If a user typed "Home," search engines struggled to connect the dots without specific optimization.
  • The New Way (Things/Entities): AI thinks in concepts. It understands that "House" = "Home" = "Domicile."
  • The Lesson: We are no longer building flat pages for a search bar; we are building 3-dimensional objects for an alien intelligence. Your website must define the relationships between your brand, your products, and your industry jargon. You aren't just writing text; you are building a Knowledge Graph.
2. 🔓 The End of "Secret Sauce" (Radical Transparency)
A hard truth: The era of gatekeeping information is over.
  • The Pricing Problem: Businesses used to hide pricing to "get the lead."
  • The AI Reality: If you don't provide the data (price, ingredients, process), the AI will hallucinate it for you—often incorrectly.
  • The Strategy: You must be the Single Source of Truth. If a user asks ChatGPT "How much is X?", the answer needs to come from your data, not a guess. Transparency is now a ranking factor.
3. 🗺️ The 10-Point Entity Optimization Framework
Julian unveiled the core "Roadmap" for defining any entity (product, service, or brand) so AI perceives it as an authority. To own a topic, your content must cover these 10 attributes:
  1. Primary Entity: The thing itself (e.g., Sourdough Bread).
  2. Category: What family does it belong to? (Fermented Foods).
  3. Types: Variations (Whole Wheat, San Francisco Style).
  4. Attributes: Measurable data (Hydration levels, fermentation time). AI loves quantifiable data.
  5. Pain/Problems: What goes wrong? (Flat loaf, gummy texture).
  6. Use Cases: Applications (Sandwiches, toast).
  7. Alternatives: What else could they use? (Yeast bread).
  8. Differences: Comparisons (Sourdough vs. Ciabatta).
  9. Risks: Critical for YMYL (Allergies, time commitment).
  10. Location: Specific modifiers (Altitude baking).
4. 🕸️ Validation Beyond the Website
Your website is the source, but it’s not the only signal.
  • The "Jacron" Example: Julian showed how to use Schema to link your "About" page to external validation points like podcasts, books, and Crunchbase profiles.
  • The Network Effect: AI trusts you more when others cite you. Being a guest on a podcast isn't just PR; it's a data point that solidifies your entity in the Knowledge Graph.
5. 🏠 Housekeeping & Community Updates
  • Services Launch: AEO.co is preparing to roll out agency services. Kasim is actively looking for a strategic partner to help run the infrastructure side.
  • Time Change: Future calls and coaching sessions may be shifting times to accommodate global zones—please check the community calendar.
🛠️ Your Call to Action: The Entity Map
Before next week, pick ONE core product or service you offer and run it through the 10-Point Framework:
  • Define the Data: Do you have the "Attributes" listed on your site? (Size, weight, cost, time).
  • The Comparison Check: Do you explicitly talk about "Alternatives" and "Risks"? If not, you are leaving a knowledge gap for a competitor to fill.
  • The Bio Audit: Look at your "About" page. Is it just a fluffy bio, or does it contain hard facts (Subject > Action > Complement) that a machine can parse?
The website is no longer the destination; it is the source. Build your data to travel to where the users are. See you on the next call!
The Blueprint for Success
Thank you for making The AEO Blueprint a #1 bestseller! This is proof that a revolution in search is here.
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Sammar Wamiq
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⭐ The State of AEO 12/11 – The Foundations of Relevance
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