SEO Expert: We Analyzed 3 Billion Sessions and Here's What We Found About AI Search | Patrick Reinhart
Only 1% of website traffic comes from LLMs right now and Patrick Reinhart has the 3 billion session study from Conductor to prove it.In this episode, George Vlasyev sits down with Patrick Reinhart, VP of Professional Services at Conductor, where he has spent nearly 11 years helping enterprise brands navigate the intersection of SEO, data, and now AI search. With 23 years in the industry, Patrick leads strategic consulting for some of the world's largest organizations and runs Conductor's monthly 3030 webinar series. He brings one of the most data-grounded perspectives on GEO, brand visibility in LLMs, and what search professionals actually need to do right now.Key Topics Covered:- Conductor's benchmarks study covering 3 billion sessions and 54 million prompts â and what the 1% LLM referral traffic number really means- Why Conductor is shifting from SaaS to data as a service and what that signals for the future of software- What Google values vs. what LLMs value after two years of side-by-side tracking- Why backlinks matter in traditional search but brand sentiment is the authority signal in AI search- The attribution problem in AI search and why a rise in direct traffic is your best proxy right now- AI commerce agents: where they will work (flights, subscriptions) and where they won't (anything above a comfort-price threshold)- The gamification of AI search and why a human in the loop is the real line between sustainable and black hat- Why the SEO vs. GEO debate is mostly pointless and what search professionals should actually own- Why your brand is a mathematical entity in AI and what that means for sentiment, share of voice, and visibility- Google Personal Intelligence, Gemini pulling citations from Gmail, and what hyper-personalization does to the search journey- AI overview coverage swinging from 23% to 47% back to 34% and what the volatility actually signals- Why ads in AI chat are fundamentally not conducive to the experience â and what the early test results are showing- Direct CMO advice for right now: reset expectations, fix the process, and stop treating traffic as a success metricConnect with Patrick:LinkedIn: https://www.linkedin.com/in/patrickreinhart/Website: https://www.conductor.com/Download The GEO Blueprint Guide: https://thegeoblueprint.com/The GEO Blueprint Podcast is hosted by George Vlasyev â exploring how brands can win visibility in the age of generative AI and LLM-powered search.Timestamps:00:00 - Intro01:36 - Who is Patrick and what does Conductor do?02:30 - Conductor is shifting from SaaS to data as a service â what does that mean?04:45 - What will be the moat of software companies moving forward?06:08 - Conductor's study â 3 billion sessions, 54 million prompts, only 1% traffic from LLMs11:33 - What Google values vs what LLMs value â 2 years of tracking15:43 - The attribution problem in AI search20:02 - What's your take on agents for commerce?22:52 - Gamification of AI search â what companies should NOT do26:57 - Is it SEO or GEO â why does that debate matter?32:43 - Demographics, AI adoption, and why your audience determines your strategy38:21 - Your brand is a mathematical entity in AI39:17 - Google personal intelligence â the data behemoth finally unlocks46:22 - AI overview coverage went from 23% to 47% back to 34% â what that tells us52:12 - Hot take â ads in AI55:12 - CMO advice for right now58:38 - Outro#GEO #AISearch #SEO #GenerativeEngineOptimization #DigitalMarketing #B2BSaaS #LLMOptimization #ContentMarketing #SearchMarketing #GEOBlueprint