From Search (SEO) to Answers with Generative AI
In this episode of The Marketing AI SparkCast, Aby Varma and Mike Ensing discuss how large language models are displacing traditional search engines as the primary channel for brand discovery. They cover the shift from SEO to LLM optimization (LLMO/GEO), the challenge of AI hallucinations, and the emerging role of autonomous agents in purchase decisions. Ensing also introduces Brand Lumineer, a tool for tracking how brands are represented across LLM platforms.
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Key takeaways
LLMs like ChatGPT and Perplexity are replacing traditional search with 'answer engines,' reducing organic click-through traffic for brands.
Marketers must evolve from SEO to Generative Engine Optimization (GEO/LLMO), including structured data, LLMs.txt standards, and proactive visibility strategies.
Autonomous AI agents are beginning to handle complex purchase decisions, making brand representation within LLM outputs a critical new marketing frontier.
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In this episode of The Marketing AI SparkCast, Aby Varma—founder of Spark Novus, which partners with marketing leaders to adopt AI responsibly and strategically—hosts Mike Ensing, Founder and CEO of Revere AI. They explore how LLMs are revolutionizing search, shifting the customer journey, and forcing a new marketing playbook where brand discovery is increasingly mediated by generative AI systems rather than traditional search engines. The conversation delves into trust, hallucinations, data structure, and the strategic role of agents in brand engagement.
Topics Covered:
- The Disruption of Search by LLMs: Traditional search is being replaced by answer engines like ChatGPT and Perplexity, reducing organic traffic through “clickless” interactions.
- LLMs as Influencers: LLMs are becoming the key influencers of purchase decisions, with billions relying on them across multiple platforms.
- Evolution from SEO to LLMO: Marketers must now optimize for LLMs through practices such as data structuring, LLMs.txt standards, and strategic visibility.
- Hallucinations and Trust: Brands can reduce LLM hallucinations by increasing the volume and quality of data accessible to these models.
- Agent-Led Decisions: Autonomous agents are starting to handle complex purchases, mirroring the trust people already place in self-driving cars.
- Brand Monitoring Tools: Ensing introduces Brand Lumineer by Revere AI, which tracks how brands are presented across various LLMs and personas.
- LLMs and Social Media Influence: LLM sentiment is shaped by broader internet content, including social channels like Reddit and user-generated platforms.
- Crystal Ball Forecasting: Ensing predicts parity between GEO (Generative Engine Optimization) and traditional SEO within 18 months.
Mike Ensing is the Founder and CEO of Revere, a company he founded to help brands navigate the disruptive shift from traditional search to LLM-based brand discovery. With leadership roles at Microsoft, Deloitte, McKinsey, and Real Networks, Ensing brings deep experience in both AI strategy and corporate transformation. Connect with him on LinkedIn at https://www.linkedin.com/in/mike-ensing-b0228b4
Aby Varma is the founder of Spark Novus, helping marketing leaders adopt AI strategically and responsibly for innovation and growth. A Forbes Communication Council member and AI optimist, he hosts The Marketing AI SparkCast podcast and leads Marketing AI Pulse, a community dedicated to AI in marketing. Passionate about ideas that inspire change, he also serves as Head of Marketing for TEDxAtlanta. Connect with him on LinkedIn at https://www.linkedin.com/in/abyvarma/
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About the author
Host of The Marketing AI SparkCast. AI Optimist and Futurist. Global B2B Marketing Leader. Aby Varma is a transformative CMO with extensive experience in driving growth and positive business outcomes through innovative B2B marketing strategies, recognized for blending compelling narratives with digital creativity to enhance brand engagement, lead generation, and customer loyalty. Varma excels in fostering cross-functional collaboration between marketing, sales, and product teams, enhancing efficiency and revenue operations. His leadership has been pivotal in guiding high-performing teams and navigating complex, multinational corporate environments, resulting in global market expansion and optimized strategies. As an exceptional executive communicator, Varma effectively influences stakeholders and secures buy-ins for key initiatives, underlined by his adaptability and dedication to positive business results. He has been influential in the Forbes Communications Council since July 2022, sharing insights on marketing and digital. At Hexagon AB, Varma held roles including Senior Vice President of Marketing and Executive Director of Marketing, Go-To-Market & Digital Strategy, showcasing skills in lead generation, sales enablement, and AI. His earlier tenure at Intergraph Corporation as Global Marketing Director, Digital, further highlights his expertise in B2B marketing. Varma's academic credentials include an MBA in Marketing & Management Information Systems from Alabama Agricultural and Mechanical University and a Masters in International Business from the Indian Institute of Foreign Trade. His extensive background and forward-thinking approach position him as a key figure in the evolving landscape of marketing and AI.
