Answer Engine Optimization (AEO): How to Rank in AI & Capture 4–12x

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Answer Engine Optimization (AEO): How to Rank in AI & Capture 4–12x

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AI Marketing Podcast – AEO (Answer Engine Optimization) with Elina Panteleyeva Guest: Elina Panteleyeva, Founder of ShowUpWithAI Host: Mark Fidelman Topic: How to rank in AI answers (AEO) and capture high-intent leads from ChatGPT, Claude, Gemini, etc. Episode Overview In this episode, Mark and Elina break down Answer Engine Optimization (AEO)—how to become the brand that AI agents and chatbots recommend first. Elina shares: Why AI-driven leads convert 4–12x betterHow to optimize your website, content, and off-site signals for AIWhat's changing from traditional SEO to AEO/GEOReal-world case studies of brands exploding inbound leads in 15–60 daysWhy agentic commerce is the next big wave—and how to get ahead of it Timestamps & Segments [0:02:46–0:04:52] Warm-up & context Light banter about calls and busy schedules.Mark mentions bringing a company public (Exascale Labs) and dealing with heavy legal sign-offs on marketing.Sets the stage that this is an AI + marketing focused audience. [0:04:52–0:08:59] Guest intro & origin story Your setup and question: 0:04:41 Mark: "All right, so we're going to talk about the AEO… I'm going to be the voice of the listener and walk through it as if you were talking to me for the first time." Key points: 0:07:39 Elina's background: Founder of ShowUpWithAIWorked at an AI startup, got laid off in 2023.Bootstrapped an e‑commerce brand to seven figures.Noticed people using ChatGPT to choose doctors, therapists, services. Realization: "There's no page two of chat."She spent hundreds of hours studying documentation, signals, and how LLMs evaluate brands.That research became ShowUpWithAI [0:08:59–0:12:13] Why AEO matters now Your question: 0:08:59 Mark: "Okay, so why should anyone care about AEO?" Key points: People coming from AI/chat are 4–12x more likely to convert. They've already discussed their problem with an AI.They trust the model and are now ready for a solution. AI is always recommending someone—you or your competitor.It's still early: Most businesses aren't optimizing for AI yet.Results can come within 30–60 days. Elina: AEO is "the biggest ROI you can get in 2026." Your follow-up question: 0:10:13 Mark: "What if 1,000 plumbers are doing this? How does ChatGPT know which one to recommend?" Key points: Right now, 1,000 plumbers are not doing it, which is why starting now matters.LLMs care deeply about recommendation quality: If they recommend bad options, users switch models (Claude, Perplexity, etc.). Models use specific signals different from traditional SEO: On-site: technical optimization, schema, phrasing, blogs, structure.Off-site: Reddit threads, YouTube, reviews, third‑party mentions. [0:12:13–0:15:05] Signals, platforms & AI-optimized content Your question: 0:12:13 Mark: "Is that primarily how you rank… or is there something else you have to do to make sure you're top of mind, especially locally, for ChatGPT, Gemini, or Claude?" Key points: It's industry-dependent: Some spaces are Reddit-heavy.Others lean on YouTube, Trustpilot, or specific review sites. Local AEO: Google Business Profile + reviews are critical. Website & content structure matter a lot: Blogs should be AI-optimized, not "typical" blogs.Key elements: Summary at the topFAQs at the bottomExternal citations to credible sourcesInternal linking: blogs → service pages; services → blogs There are "100+ more" technical and structural factors behind the scenes. Your next question: 0:13:51 Mark: "So it's no longer the link-sharing game with SEO or trying to get links in high-traffic sites?" Key points: Big difference vs. traditional SEO: Backlinks still help, but…AI can infer trust from unlinked brand mentions. Example: Someone mentions your brand on Reddit without a link.If your website is properly set up, AI can: Recognize the entityAttribute that mention back to your site and brandTreat it as a credibility signal [0:15:05–0:18:07] Search behavior shift & Google's AI overview Your question: 0:15:05 Mark: "Do you have any breakdown of how many people are doing Google searches vs AI now… it used to be like 99/1?" Key points: Tracking is tricky: People find you via chat/AI then go Google your brand.In Google Search Console, you'll see a spike in branded searches if AEO is done right. Behavior changes: People still use Google, but: They rarely scroll far.They definitely don't hit page two. The new game: "How do you get into that Google AI overview box?"That's where the real battle is now. Your commentary: You share your own behavior: You now start most product/service discovery via ChatGPT/Claude/Gemini, not Google.You trust AI to synthesize reviews, source data, and filter out "gamed" SEO. Strategic takeaway: If you're paying 30% to Amazon vs 0% on your own site, AEO is crucial.Do "whatever you can" to rank high in AI results. Your next question: 0:17:06 Mark: "Is there any ...

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