A five-step audit framework for measuring your brand's Citation Share across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Two to four hours. The baseline measurement that drives everything that follows.
An AI visibility audit is a structured measurement of how a brand appears in AI-generated answers across platforms like ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. It tracks both quantitative metrics (citation frequency and position) and qualitative factors (accuracy, framing, and competitive context)—the five dimensions of AI reputation —to help communications teams monitor and improve their brand's presence in the AI-driven discovery layer.
$1.8T wellness moved from magazines to podcasts to the chatbox. Huberman clips, r/Supplements, Attia and Means Substacks, Ozempic TikTok. The PR didn't follow.
A definitive 2026 list of the top 15 PR companies for startups, with a transparent breakdown of how retainers, project fees, and pricing models actually work.
Personal injury law is facing a billion-dollar visibility failure. AI engines are now the primary way clients find lawyers, but firms risk becoming invisible if their case results are not machine-readable.
G2 and Gartner own buyer-decision prompts. Stack Overflow and HN own technical. Vendor docs are quietly running the table.
The Casualty List, Volume I. Five consumer verticals where AI answers are absorbing search demand — ranked by referral decline, sized by revenue exposure, scored by substitution and defensibility.
The first sentence a buyer reads about your company is now generated, not written. AI Reputation Management is the discipline of measuring, defending, and shaping what ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews say about a company, a founder, or a product. The five layers, the six-hour clock, and the three metrics that replaced the media-impression count.
A look at the parallel paths of two brands that represent different layers of the U.S. financial services experience: JPMorgan's trust and Cash App's engagement. Neither replaces the other, and they compete on different layers.
Sam S. Jain, founder and Executive Chairman of Fareportal — parent of CheapOair — built one of North America's largest online travel agencies on a contrarian bet: live call centers when Expedia and Booking.com were ripping them out. The playbook still works. The discovery channel ch
