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What SEO still works in AI search, and what no longer does? The answer has less to do with rankings and far more to do with trust, authority, and how brands show up across the web.
In this episode of Found in AI, Cassie sits down with Pat Reinhart of Conductor to unpack why AI-driven search isn’t just changing SEO—it’s exposing which strategies were never built to last in the first place. The conversation breaks down why “ranking in ChatGPT” isn’t a real concept, how large language models evaluate visibility, and why share of voice is becoming more important than traditional keyword positions.
The episode also explores how AI systems assess brand authority through mentions, citations, sentiment, and reputation—and why attempts to game the system are increasingly ineffective.
In this episode, you’ll learn:
- Why AI search is not simply SEO in disguise and where the fundamentals diverge
- What SEO practices still support visibility in AI-driven search
- Why share of voice matters more than rankings in LLM-based systems
- How brand mentions, citations, and sentiment influence AI visibility
- Why reputation and consistency outperform manipulation in AI search
- How to think about ChatGPT, Gemini, and other models without chasing every engine
- What signals help brands earn trust inside AI-generated answers
If you’re questioning old SEO playbooks, noticing traffic patterns shift, or trying to build a durable strategy for 2026, this episode helps separate what still works from what AI is actively devaluing.
Let’s connect:
LinkedIn → Cassie Clark | Content Strategist
Website → cassieclarkmarketing.com
P.S. Most series A/B and enterprise brands are being "nudged" out of AI search results because of entity gaps and "stale" content. I am opening 3 specialized audit slots for January 2026 to help you reclaim your Share of Voice using the FSA Framework (Freshness, Structure, Authority).
Request your 7-Day AI Search Visibility Audit: https://cassieclarkmarketing.com/ai-search-visibility-audit/
Keywords: AI Search, AI Share of Voice, SEO, AEO, Answer Engine Optimization, Generative Engine Optimization, GEO, Brand Authority, Content Strategy, B2B Marketing, Conductor