FunkyMEDIA maps brand presence across AI search sources

FunkyMEDIA has published its Brand Intelligence Graph, a framework for measuring how brands show up across public web sources used by AI search systems. The model looks beyond prompt tracking to assess the broader information environment that shapes AI-generated answers.

Why it matters: - Generative AI and AI-powered search are changing how people discover brands, products and answers. - FunkyMEDIA’s framework is designed to show not just whether a brand appears in AI outputs, but whether the public web already supports that visibility. - The approach could help marketers focus on source quality, context and information consistency instead of only chasing rankings or prompt results.

What happened: - FunkyMEDIA published details of its Brand Intelligence Graph, a framework for analyzing how brands, topics, external sources, user-generated content and landing pages connect across the public web. - The agency says the work is aimed at what it calls AI Search, the emerging discovery layer shaped by generative AI and AI-powered search systems. - FunkyMEDIA also created FunkyMEDIA.info as an information hub for its AI Search methodology and related research. - More information is available in the framework overview.

The details: - The framework treats a brand as a network of relationships, not just a set of pages or backlinks. - FunkyMEDIA’s simplified model is: brand → topic → UGC → Brand Mention → landing page → context → recommendation. - The analysis looks at relationships between a brand and the topics, sources and contexts where it appears. - Possible sources include industry publications, company profiles, articles, videos, podcasts, reviews, user-generated content, product pages and Brand Mentions. - An initial FunkyMEDIA analysis covering 11 of 98 UGC and Brand Mention sources identified 4,315 unique destination domains, 15,931 destination URLs, 23,375 source pages and 38,509 outbound links. - In that dataset, 2,697 domains appeared in at least two sources. - 918 domains appeared in at least five sources. - 200 domains appeared in eight or more sources. - The methodology connects AI Search with Brand Mentions, entities, Topical Authority, Visual Semantics and Information Gain. - FunkyMEDIA says the framework also examines whether a brand is consistently described across public sources, whether important entities are clearly distinguishable and whether third-party sources confirm relevant information.

Between the lines: - The framework challenges a common AI visibility tactic: prompt testing alone. - Instead of starting with the answer generated by an AI system, FunkyMEDIA is looking upstream at the content ecosystem that shapes those answers. - That shift suggests brand visibility may depend as much on source diversity and information structure as on classic SEO or direct website content. - FunkyMEDIA said an internal experiment from March 2023 to June 2024 used more than 600,000 articles created with the assistance of ChatGPT. - At the peak of that experiment, the projects recorded about 198,000 visits in a single day. - FunkyMEDIA says the experiment reinforced the importance of information architecture and adding new information rather than simply increasing content volume. - "AI Search cannot be analyzed only by checking which brand appears after a particular prompt. An equally important question is what information about a brand already exists across the public web before the prompt is entered," said Rafał Cyrański, founder of FunkyMEDIA.

What's next: - FunkyMEDIA is positioning FunkyMEDIA.info as a reference point for its ongoing research into AI Search and brand visibility. - The company is likely to use the Brand Intelligence Graph as a basis for future analysis of how brands surface across public sources and AI-driven discovery systems. - The company’s main website is funkymedia.pl.

The bottom line: - FunkyMEDIA is betting that AI search visibility will be decided less by isolated prompts and more by the depth, clarity and consistency of a brand’s footprint across the public web.