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Beyond borders and beyond the search box: How t...

Beyond borders and beyond the search box: How to win the global "messy middle" with AI-driven SEO

The traditional, linear customer journey is a relic, but for international brands, the reality is far more complex. We are not just navigating Google’s “messy middle”; we are navigating a “messy multiverse” of different cultures, languages, search engines, and channels. The rise of AI Overviews and generative AI in search adds another profound layer of challenge and opportunity, transforming how global brands are discovered. This session will confront this new reality head-on. David will explore how to build a resilient, future-proof international SEO strategy that thrives in a world where “findability” is an omnichannel imperative. This is a call-to-action for international search professionals to evolve their role: from optimising pages in different languages to architecting a unified brand narrative that influences fragmented user journeys across the globe.

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David Carrasco

November 18, 2025
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  1. Is it SEO or NOT? ➔ New business opportunities ➔

    Monitor brand/product mentions ➔ Create a short how-to video
  2. Search is everywhere • Engines & platforms • Multimodal •

    Experiences & surfaces optimization David Carrasco @ #IntSSBarcelona
  3. The journey isn't a funnel • Non-linear real behavior •

    Micro-decisions • Reduce re-search and confidence David Carrasco @ #IntSSBarcelona
  4. The international Complexity • Extra layers • Same query ≠

    same SERP • Governance risk David Carrasco @ #IntSSBarcelona
  5. USA

  6. AI accelerates the journey into the unknown • More uncertainty

    • Less observable data • More fragmentation David Carrasco @ #IntSSBarcelona
  7. Welcome to the Era of Influence • (Reach × Frequency

    × Message) + Trust • Humans & Models • Design influence • Shaping choices David Carrasco @ #IntSSBarcelona
  8. Empathy ∩ SEO The Sentiment Fan-Out • AI gives us

    scale • Our value is Empathy • Balance: Machine logic + Human context David Carrasco @ #IntSSBarcelona
  9. “LLMs Reproduce Human Purchase Intent via Semantic Similarity Elicitation of

    Likert Ratings” David Carrasco @ #IntSSBarcelona
  10. Personas that work: AI-assisted, evidence-backed • Start with signals •

    Draft with AI • Validate with human • Map Driver × Market × Surface David Carrasco @ #IntSSBarcelona
  11. Flipped Interaction Pattern Let AI ask first AI → Detect

    conflict → Deepen → Summarize → Next block • Better questions > faster answers • Flip the flow • Techniques
  12. Stop creating Dead Personas • Personas must be living •

    Dead personas are generic, untested, ownerless • Incubate → Immerse → Integrate David Carrasco @ #IntSSBarcelona
  13. 90-minute Persona Sprint 3S Framework for Content • 3x30’: Sales,

    Success, Support • What comes up unprompted? • Objections, blind spots, must-haves • Empathy Sprint backlog David Carrasco @ #IntSSBarcelona
  14. Persona-driven AI search • Memory carries context • Prompts encode

    persona & constraints • Conversations evolve intent David Carrasco @ #IntSSBarcelona
  15. International Nuance Words you can’t translate • Offering & Positioning

    • Proof package • Experience • Operations • Compliance
  16. From tactics to strategy • Architects of visibility & trust

    • The art of NO • Make decisions David Carrasco @ #IntSSBarcelona
  17. Architect a Unified Brand Narrative • Anchor content as your

    brand canonical • Governance keeps our truth consistent • Don’t be forgettable David Carrasco @ #IntSSBarcelona
  18. Measurement that respects empathy • Qualitative model interrogation > prompt

    tracking • Score Empathy Coverage & Objection Coverage Index • Track Share of Answer & Entity Resolution Rate • First-Answer Sufficiency & Query Repeat Rate (QRR)
  19. Pillar 1: Findability • Show up wherever your customer searches

    • Findability is an omnichannel imperative • Topic clusters by intent & format • Entity-first schema • AI-readiness David Carrasco @ #IntSSBarcelona
  20. Pillar 2: Identity • Brand Knowledge Graph • Strong brand

    recognition & narrative governance • Brand positioning & maintenance • What does AI understand about your brand? David Carrasco @ #IntSSBarcelona
  21. Pillar 3: Fidelity • Reduce re-search • Localized 3S content

    • On Page + Off Page • Community David Carrasco @ #IntSSBarcelona
  22. References: • Why AI cannot simulate your customers behaviour •

    A Research Thinking Toolkit to Speed Up the Discovery Phase • Content as a Service (CaaS) • Making SEO Personas Actionable Across Teams • Map user journeys to search queries and prompts • Mastering Topical Authority in a Multi-Platform Search World • How to Succeed in a Zero Click World • Almost Half of Google Searches Are Branded. Here’s Why That Matters David Carrasco @ #IntSSBarcelona
  23. References: • The Four Fits: A Growth Framework for the

    AI Era • SEO for Growth Case Study: Revolutionizing a Saturated Market • Keywords are dead. But the Keyword Universe Isn’t. • The New Normal • The Four Fits: A Growth Framework for the AI Era • The MKT1 Guide to positioning • The Arc Product-Market Fit Framework • The Messy Middle: How behavioural science can help you avoid a pricing race to the bottom David Carrasco @ #IntSSBarcelona
  24. Tools: • Attention Insight • The hog • Keytrends •

    SparkToro • Also Asked • ListeningMind • Waikay • Alertmouse David Carrasco @ #IntSSBarcelona
  25. Tools: • Consensus • Perplexity • Brandwatch • Talkwaker •

    NotebookLM • OpinioAI • Remesh • Brox David Carrasco @ #IntSSBarcelona