Brands need a systematic way to audit their presence in LLM outputs. This article outlines the components of a defensible AI audit, including query libraries, cross-platform execution, human review, and source extraction. It also details what good audit deliverables look like and common pitfalls to avoid. Learn how to commission an effective AI visibility audit.
Paid media still converts in the AI era — but primarily at the intent stage. Branded search, retargeting, and high-intent shopping ads capture existing demand. Cold top-of-funnel paid converts poorly as costs rise and signal degrades. AI engines now handle the discovery layer paid used to own.
The shift is mostly invisible from a comms team's day-to-day, but the data is unambiguous. Google's AI Overviews, which expanded broadly in 2024 and have continued to roll out across query categories, now sit at the top of an enormous share of search result pages. For information
Coinbase 26.3%. Tether dominates stablecoin citation. CoinGecko + CoinMarketCap supply 25% of crypto AI source citations. The 2026 ranked leaderboard across protocol, exchange, stablecoin, DeFi, and infrastructure layers — and why most crypto categories beyond the top tier remain undefended.
Buyers now use AI engines like ChatGPT and Claude for research, bypassing traditional search and brand websites. Brands cited in AI summaries win, while invisible brands lose. This shift demands a new approach to brand discovery and communication strategies.
One of the most important advantages that a business can have when it comes to public relations is SEO.
Buyers stopped starting on Google. The first search now happens on TikTok, Instagram, YouTube, Reddit, and the AI engines. How discovery behavior fragmented, what social search looks like on each platform, and what the integrated brand-presence stack requires in 2026.