{"podcast":{"title":"The Edward Show","slug":"the-edward-show-6568456","podcast_index_feed_id":6568456,"rss_url":"https://feeds.libsyn.com/479997/rss","website_url":"https://edwardsturm.com/the-edward-show/","image_url":"https://static.libsyn.com/p/assets/c/d/7/d/cd7dd52fe8cc81ab27a2322813b393ee/The_Edward_Show_Album_Cover.png","author":"Sturm Media LLC","episode_count":1121,"summary":"Daily SEO advice, hacks, and interviews with some of the top voices in search engine optimization, as well as sit-downs with many undiscovered talents.","last_synced_at":"2026-08-02T14:18:15.946578+00:00","page_url":"https://stenobird.com/podcast/the-edward-show-6568456"},"episode":{"title":"Generative Engine Optimization: Is It Safe and How to Do It the Right Way","slug":"generative-engine-optimization-is-it-safe-and-how-to-do-it-the-right-way","published_at":"2026-05-09T14:13:00+00:00","page_url":"https://stenobird.com/podcast/the-edward-show-6568456/generative-engine-optimization-is-it-safe-and-how-to-do-it-the-right-way","show_page_url":"https://stenobird.com/podcast/the-edward-show-6568456","url":"https://9342edaa-17ad-4315-a037-ec4dfabd63f7.libsyn.com/generative-engine-optimization-is-it-safe-and-how-to-do-it-the-right-way","audio_url":"https://traffic.libsyn.com/secure/9342edaa-17ad-4315-a037-ec4dfabd63f7/Generative_Engine_Optimization_Is_It_Safe_and_How_to_Do_It_the_Right_Way.mp3?dest-id=4081527","summary":"E1039: Generative Engine Optimization (GEO) is becoming one of the biggest topics in search, SEO, and AI marketing. But is it actually safe? Edward Sturm and Harpreet Singh break down what is really happening with GEO, Answer Engine Optimization (AEO), AI citations, and AI search visibility across tools like ChatGPT, Google AI Overviews, Claude, Perplexity, and Bing. They discuss why many GEO strategies are creating short-term traffic spikes that later collapse after Google algorithm updates, why \"scaled content\" tactics are risky, and how some companies are damaging their long-term organic visibility chasing AI traffic. The conversation also covers practical strategies that actually improve visibility in AI search without destroying your website. Topics covered: - What GEO and AEO actually are - How AI search engines retrieve information - Why the \"query fan out\" matters - The connection between Google rankings and AI citations - Why scaled AI content can lead to \"rank and tank\" patterns - How GEO agencies inflate AI visibility metrics - Why many AI citation reports are misleading - The risks of automated content generation - Why Reddit strategies often fail - How LLM training data differs from live web retrieval - What influences ChatGPT without web search - Why review sites like G2, Trustpilot, and Glassdoor matter - How AI systems form opinions about brands - Ethical vs risky GEO tactics - Press release strategies that influence AI search - How affiliate sites and listicles affect AI recommendations - Why landing pages and product pages still work - The role of video in AI search visibility - Why branding and reputation matter more than most people realize - How to evaluate GEO agencies before hiring them - Questions every business owner should ask a GEO vendor - W…","meta_description":"E1039: Generative Engine Optimization (GEO) is becoming one of the biggest topics in search, SEO, and AI marketing. But is it actually safe? Edward Sturm…","key_points":[],"chapters":[],"topics":[],"duration_seconds":4989,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-edward-show-6568456/episodes/generative-engine-optimization-is-it-safe-and-how-to-do-it-the-right-way/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-edward-show-6568456/generative-engine-optimization-is-it-safe-and-how-to-do-it-the-right-way.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}