#138: RAG for AI search visibility: Why good content still gets ignored

#138: RAG for AI search visibility: Why good content still gets ignored

A brand invested in great content, strong SEO, and a consistent online presence. By traditional search standards, everything looked right. Yet when AI search tools like ChatGPT, Gemini, and Perplexity generated answers, the brand kept disappearing. Why? Because AI search has changed the rules. AI no longer simply finds webpages. Through Retrieval-Augmented Generation (RAG), it decides which sources are trustworthy enough to retrieve, cite, and build answers from. In this episode, we explore why good content still gets ignored and how AI search visibility now depends on trust, authority, citations, structured content, brand consistency, and external credibility signals. For marketers and brands preparing for the future of AI SEO and Answer Engine Optimization (AEO), this episode breaks down how retrieval works inside AI systems and what marketers can do to become retrievable. Because in AI search, visibility is no longer enough. Your brand must be trusted enough to be retrieved. (00:00) Intro (01:08) The challenge AI’s source selection process poses (02:45) How AI actually builds an answer to a user query? Hint: Retrieval-Augmented Generation or RAG (04:17) Retrieval is a filtering mechanism, not a search process (06:16) Authority is now a retrieval signal for AI (07:27) Where should marketers focus to get their brand retrieved by AI? (09:36) A few more thoughts…

#137: AI visibility isn’t built on content alone - It’s built on citations

In a world obsessed with publishing more content, brands are learning a hard truth: AI doesn’t trust what brands say about themselves as much as what others say about them. In this episode of Likely **Marketing, we explore why AI visibility is no longer built on content alone, but on citations, credibility, and repeated validation across the web. From Reddit discussions and podcasts to digital PR, analyst reports, and industry directories, AI systems like OpenAI’s ChatGPT and Perplexity learn from the wider information ecosystem around your brand. Because in the AI era, visibility isn’t earned by publishing more. It’s earned when your brand becomes repeatedly cited, discussed, and trusted across the Internet. (00:00) Intro (01:12) The information environment AI actually learns from (03:07) How to ensure that your brand registers with AI, not just exist online (04:38) So, which channels can help brands register with AI? (09:15) Single mention is not enough, AI looks for pattern as an indicator of influence (11:36) Here’s a quick list of things to do to get cited by AI (13:52) A broader view on getting mentioned by AI

#136: AI search can’t trust a brand it doesn’t understand. Here’s what to do

In the age of AI search, brands are no longer competing only for rankings. They’re competing to be understood. When someone asks ChatGPT, Google AI Overviews, or Perplexity about a company, the machine first asks: “Who exactly is this brand?” In this episode, Shivendra explores Entity SEO — the invisible layer shaping visibility in AI search. From vague positioning and confusing brand names to schema markup, structured data, and consistent digital signals, discover why AI trusts clarity over noise. Because before AI can recommend your brand, mention it, or rank it, it needs to confidently understand who you are. AI search doesn’t reward the loudest brand. It rewards the clearest identity. (00:00) Intro (01:33) How AI solves the confusion of brand identity (05:13) How can brands reduce AI’s confusion? (08:14) How unclear positioning makes AI hesitate and what more can marketers do? (09:32) Bringing it all together: How to make sure AI understands your brand clearly

#135: AI browsers are re-writing Marketing - From clicks to decisions

The first version of the web gave us clicks. This one quietly takes them away. In this episode, we explore how AI browsers like Dia Browser, Comet Browser, Opera Neon, Atlas Browser, and Google Chrome are turning the internet into an intent-driven system where decisions happen before clicks. What starts as a search becomes a conversation, then an action—summaries replace scrolling, agents compare options, and workflows replace journeys. While cookies still exist, real power is shifting to context, memory, and AI-led actions. For marketers, this means your audience may never visit your site, yet still choose you. Visibility is no longer about ranking—it’s about being selected inside an answer. This is marketing for AI browsers—where influence happens before the click. (00:00) Intro (01:19) A snapshot of what’s new across each AI browser, so far (11:50) What are the AI browsers doing to lock-in the users? (13:58) How are AI browsers tracking user journeys, and how can marketers use that to their advantage? (17:35) How are AI browsers handling cookies? (20:24) What’s next for AI browsers and marketers?

#134: From ads to entertainment: Why brands using music videos are re-writing marketing

It starts as a pattern you almost ignore—until it repeats. A clothing brand releases a music video. Then a fintech app. Then an airline. Not ads or placements, but full-scale productions with original songs, choreography, and stories. This episode explores the rise of brands using music videos to become culture, not just commercials. As audiences skip ads, brands are shifting from buying attention to earning it through entertainment-first storytelling. Music becomes the medium because it sticks, moves people, and gets shared—turning a single video into a campaign, a remix, a memory. From fashion to tech, brands are acting like studios, collaborating with artists and creating for participation, not just reach. The real question is no longer how to advertise, but what a brand is willing to create to truly matter. (00:00) Intro (01:06) What is this trend of brands creating music videos, exactly? (03:48) Why are brands creating their own music videos? (07:31) What kind of brands are leaning into music videos, and who are they targeting? (09:06) How does the economics of creating music videos look like? Is there a play for smaller brands? (11:41) Is a brand creating a music video similar to a scripted social series? (15:20) Patterns across brands using both, music videos and scripted social series (16:54) Where this leaves you as a marketer or brand…