AI search engines overwhelmingly favor earned media over brand-owned content for informational and comparison queries. Learn why ChatGPT, Perplexity, Gemini, and other AI systems trust third-party sources, what they cite instead, and how brands can improve their AI discoverability.
Learn how AI systems like ChatGPT, Gemini, and Perplexity identify brands through knowledge graphs. Discover the signals, schema markup, and entity-building strategies that help your brand become visible, understood, and cited in AI-generated answers.
The 2021 Web3 marketing playbook - KOLs, airdrops, Discord, token announcements - was built for a context that no longer exists. Here is what the new one looks like
DeFi protocols rank on Google but disappear in ChatGPT and Perplexity. Here's why AI search visibility is structurally different - and how to brief creators to fix it.
An AI search visibility audit reveals whether AI assistants mention your brand, how they describe it, and which sources influence those recommendations. This guide walks through the complete audit process, from prompt testing and citation analysis to competitor benchmarking and ongoing monitoring.
Traditional creator briefs optimize for clicks and rankings. GEO creator briefs optimize for citations. Learn how to structure briefs that help creators produce content AI assistants trust, reference, and recommend.
Learn what Share of Model is, why it matters for AI search visibility, and how to measure your brand's presence across ChatGPT, Claude, Gemini, and Perplexity.
The creator who calls out a flaw gets cited. The one who takes a real position gets cited. Here is why UGC beats brand content in AI search, and what to do about it.
A detailed breakdown of why brands disappear from AI search results in ChatGPT, Gemini, Claude, and Perplexity — and how GEO (Generative Engine Optimization), third-party citations, creator content, and AI-accessible websites are shaping product discovery in 2026.
