The Grow and Convert Marketing Show

Benji Hyam and Devesh Khanal

We share our thoughts and ideas on how to grow a business.

  1. FEB 12

    Topic Based GEO: Why You Need to Measure AI Visibility with Topics Instead of Individual Prompts

    Did you know that when you ask ChatGPT for a product recommendation, ChatGPT can recommend 50+ different brands for the same prompt? In this episode, we break down Rand Fishkin's latest research on the extreme variance in AI search results across ChatGPT, Claude, and Google AI Overviews.  His team gathered 600 volunteers, ran nearly 3,000 queries, and the findings are eye-opening. Here are some key insights: LLMs can share 50 different companies for each product related prompt.  The chance of getting the exact same list of brands twice is less than 1%. The top 6 brands are mentioned over 80% of the time.  So what does this mean for marketers trying to track their GEO (Generative Engine Optimization) performance? Most AI visibility tools give you a misleading snapshot — you ran one prompt, you showed up, and you think you're winning. But run it again and you might not show up at all. We walk through Rand's key charts and takeaways, explain why "rank" is meaningless in AI results (unlike SEO), and show how the top brands in any category still get mentioned consistently 70-90%+ of the time. Then we hop into Traqer.ai to show how our topic-based GEO approach — running multiple prompt variations per topic — gives you a far more accurate and responsible picture of your actual AI visibility. If you're doing GEO or reporting on AI visibility to leadership, this is a must-watch. 📖 Rand Fishkin's full blog post: https://sparktoro.com/blog/new-research-ais-are-highly-inconsistent-when-recommending-brands-or-products-marketers-should-take-care-when-tracking-ai-visibility/🔗 Our blog post on Topic Based GEO: https://www.growandconvert.com/ai/topic-based-geo/🔗 Check out Traqer: https://www.traqer.ai/

    34 min
  2. 12/02/2025

    LLM Citation Data: 86% of Sources are Industry-Specific (Not from Generic Sites Like Reddit)

    Are you focusing your AI visibility and PR efforts on Reddit, Wikipedia, and media sites like The New York Times? You could be wasting your time and money. In this episode of the Grow and Convert Marketing Show, we dive into the data from our new study on Large Language Model (LLM) citation patterns. We reveal why the advice you see on LinkedIn and in broad industry reports—telling you to chase large, general-purpose sites—is completely misleading for most businesses, especially B2B and niche companies. What You'll Learn:86% of citations are for industry specific sites vs. 14% for "general purpose sites": See actual data from our client base that shows 86% of LLM citations for niche topics come from industry-specific publications, while Reddit, Wikipedia, and YouTube account for only 14%. Differences in how to approach AI visibility for your brand vs. Household name brands: Discover why B2C household names (like Tesla and Peloton) do get cited on general sites, but your niche B2B software company won't. The problem with measuring random prompts: Understand how broad studies that use 5,000 randomly selected keywords are statistically biased toward consumer queries, making their findings irrelevant to your specific business goals. A New Tactical Framework: Learn the exact, actionable steps for a Citation Outreach strategy that works : how to choose the right topics, identify the actual cited domains using tools or manual checks, and target your PR efforts where they will actually drive AI visibility. Stop doing general PR and start showing up in the AI answers that matter to your bottom line. Links & Resources:Read the full article for more detail on the study: https://www.growandconvert.com/research/llms-source-industry-sites-more-than-generic-sites/ Check out our AI Visibility Tool: https://traqer.ai  Catch up on our overall GEO Framework: https://www.growandconvert.com/ai/prioritized-geo/  Don't forget to like, subscribe, and comment to support the Grow and Convert Marketing Show!

    22 min

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We share our thoughts and ideas on how to grow a business.