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    What AI Thinks of Your Brand: Why LLM SEO is the New Competitive Frontier 

    Search Engine Optimization

    What AI Thinks of Your Brand: Why LLM SEO is the New Competitive Frontier 

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    AI Is Now the Gatekeeper of Your Brand’s Visibility 

    In 2023, ChatGPT crossed 100 million active users in under two months. By 2024, 40% of enterprise buyers began their discovery journey through a generative AI prompt rather than traditional search. Large Language Models (LLMs) like ChatGPT, Gemini, and Perplexity are no longer just assistants, they are the new arbiters of visibility. 

    Your brand isn’t being searched. It’s being interpreted. 

    Where legacy SEO chased keywords, LLM SEO is about semantic clarity, contextual relevance, and entity-level understanding. Your brand must be legible to machines that don’t read like humans, they infer, categorize, and synthesize. 

     

    CMO Takeaway :

    Visibility is no longer a function of keywords. It’s about how clearly your brand is understood by LLMs.

    Would AI Recommend Your Brand? (CMO Audit Lens) 

    Would AI Recommend Your Brand? (CMO Audit Lens) 

    Imagine a buyer asking: “Who are the top players in industrial automation SaaS?” 

    AI models like ChatGPT respond instantly. But will your brand show up? 

    Here are questions to ask yourself: 

    • What are the top 3 descriptors AI assigns to your brand? 
    • Can ChatGPT clearly articulate your value proposition? 
    • When asked about your category, do your competitors surface while you don’t? 

    This isn’t just a visibility gap. It’s a relevance crisis

    Try this mini-diagnostic: Ask ChatGPT: “Which companies are best known for [your category] in India and globally?” Now replace that with your competitors. 

    If your brand disappears, AI isn’t failing you, you’re failing to train the model with coherent, consistent signals. 

     

    CMO Takeaway :

    If AI can’t explain your brand, neither can your future customers. Fixing this starts with understanding your NeuroRank.

    The Invisible Battle for Category Authority 

    The Invisible Battle for Category Authority

    In traditional SEO, you looked at rankings. In LLM SEO, you assess semantic authority

    Enter NeuroRank, Pulp Strategy’s proprietary insight engine. 

    It doesn’t crawl pages. It decodes how LLMs interpret your brand across dimensions like: 

    • Entity recognition and top associations 
    • AI-assigned category context 
    • Narrative clarity across platforms 
    • Recency and breadth of footprint 
    • Trust signals from third-party sources 

    Here’s a sample anonymized battlecard: 

    Brand NeuroRank Score Visibility in Top 3 LLMs AI-assigned Category Strategic Gaps 
    Brand A (You) 52/100 Low in ChatGPT, Zero in Gemini "Unknown" or "Misc" Weak product clarity 
    Brand B 78/100 Strong across LLMs "Leader – Automation SaaS" High link equity 
    Brand C 65/100 Trending on Perplexity "Innovator – AI CRM" Narrative-led advantage 
     

    CMO Takeaway :

    You may be outspending the competition on ads, and still be invisible to the algorithm. NeuroRank reveals what AI actually sees.

     

    Closing the Gap Between Perception and Presence 

    What makes a brand interpretable to AI? 

    • Clear, structured digital narratives 
    • Aligned messaging across platforms 
    • Consistent third-party validation (media, reviews, partnerships) 

    NeuroRank, developed by Pulp Strategy, is built to: 

    • Map your current AI visibility 
    • Benchmark you against the competitive landscape 
    • Optimize for semantic clarity and contextual leadership 

    This isn’t about traditional SEO. This is about becoming trainable by machines that influence markets

     

    CMO Takeaway :

    NeuroRank doesn’t just improve your search performance, it teaches AI to talk about you correctly. 

    The First-Mover Advantage: Why 2025 Is the Tipping Point 

    The First-Mover Advantage: Why 2025 Is the Tipping Point 

    AI search isn’t next. It’s now

    • ChatGPT, Gemini, and Perplexity are launching native browsing and plug-in ecosystems 
    • AI outputs are shaping investor memos, procurement shortlists, even press narratives 
    • There is no Page 2 in AI responses. You’re either in the answer or you’re out 

    In 2025, the brands that dominate AI search will dominate perception. 

     

    CMO Takeaway :

    The brands AI recommends today will shape purchase journeys tomorrow. You have one shot to train the machine in your favor.

     

    Want to Know Where You Stand? 

    Want to Know Where You Stand? 

    No pitch. Just perspective. 

    Run a free NeuroRank audit to see how your brand performs across ChatGPT, Gemini, and Perplexity. Discover: 

    • Which category LLMs place you in 
    • Which competitor gets top placement 
    • What your key content signals are missing 

    Or ask for a strategic guide to fixing your AI visibility before your competitors do. 

     

    The CMO Reality Check :

    You spent the last decade optimising for search. The next decade will be about optimising for understanding. 

     

    CMOs who own this transformation won’t just win rankings. They’ll win relevance. 

    The question is: when ChatGPT is asked about your category, does it mention you? 


      • Posted By
      • Ambika Sharma - Chief Strategist at Pulp Strategy
      • June 19, 2025

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