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#newsreachcon2025: Beyond Clicks – Engineering the “Trustable Entity” for the LLM Era

This tag-team session between Joy Johnston (award-winning author and News SEO Strategist, Trisolute) and Jessie Willms (SEO Editor, The Guardian US, and Founder, WTF is SEO?) bridged the gap between “Brand as a Vibe” and “Brand as a Database Entity.”

Our new reality: In an AI world, your brand is what the Large Language Model (LLM) says it is when you aren’t in the room. If an LLM hallucinates your name (calling Trisolute “The Tree Loops”), you don’t just have a marketing problem—you have a fundamental entity identity problem. Their thesis: “Brand” is the only defensive moat left. When search results become crowded with AI slop, the only thing that pulls a user (and an algorithm) to you is a distinct, trusted identity.

Nuggets I took home with me

The “LLM Mirror” Audit (Joy’s Strategy)

Stop guessing how you are perceived. Ask the machine.

  • Joy’s advice: Johnston advises explicitly prompting ChatGPT/Gemini: “Who is [Brand Name]?” or “What does [Brand Name] stand for?”
  • The possible Insight: If the AI hallucinates your purpose or gets your brand name wrong, you have inconsistent messaging. LLMs are the “unsolicited brand ambassadors” of 2026. If they can’t ingest your identity clearly, they can’t surface you.

Awards are “Ego-Bait” for Robots (Joy’s Strategy)

Modesty is an SEO liability!

  • The rationale behind this: Johnston noted that LLMs love awards and accreditations. They are structured, verifiable facts that easily slot into a Knowledge Graph.
  • What to do now?: Don’t hide your “Award-Winning” status in a footer. Lead with it. It’s not just for human trust; it’s hard data for the “E-E-A-T” calculation that feeds the AI’s understanding of your authority.

The “Entity Moat” & Brand Extension (Jessie’s Strategy)

Jessie Willms (The Guardian) broke down why the New York Times succeeds where others fail.

  • The Case Study shared: The NYT didn’t just launch “Connections” (the game) into a void. They launched it on the back of the massive entity authority of the “Crossword.”
  • The lesson learned: A strong “Trustable Entity” allows you to launch new products that inherit the parent’s authority. If your main brand is weak, your sub-products starve.
  • Tactical Move: Check your Knowledge Panels. Willms noted The Guardian US was wrongly categorized as a “British Daily Newspaper” in the US panel. That is a data conflict that hurts local relevance. Fix your Knowledge Graph entry like you fix a broken link.

Link Hygiene = Graph Building (Jessie’s Strategy)

Claiming unlinked mentions isn’t just about “link juice” anymore; it’s about Entity Resolution.

  • What to do if they don’t link to you? If a massive authority (like the NYT or CNN) mentions your reporting but doesn’t link, you must fight for that link.
  • But why? It tells Google’s Knowledge Graph: “Entity A (Authority) validates Entity B (Us).” It connects you to the wider web of trust. It is the digital glue that prevents you from drifting into obscurity.

Zooming out

This session perfectly illustrates the convergence of “Brand” and “Technical SEO.” For years, we treated them as separate silos. Joy and Jessie prove they are now in the same discipline.

Joy’s point about the “LLM Audit” is something every C-Level needs to see. If ChatGPT can’t explain your value proposition accurately, you don’t exist in the AI future. And Jessie’s breakdown of the NYT Games universe confirms what we discussed regarding sub-brands: You build a “Trustable Entity” first, and then you can monetize that trust across verticals.

The bottom line: If you are “keywordabotomizing” yourself still, instead of starting to optimize your “Entity Profile,” our “Digital CV” will clearly not suffice to enable the robot hiring us.

 

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