Does your Google business profile affect ChatGPT ranking (retrieval, citation or brand mention)? A 19-city field study of what an AI engine reads when asked for a local agency. One prompt, nineteen cities, ninety-four agencies, and one pattern that only holds in India. One prompt, run in nineteen cities, shows where a Google Business Profile moves…
Generative Engine Optimization gets plenty of attention, but the market behind it stays tiny. Most analyst estimates put global GEO spend near $1 billion in 2026, a rounding error next to traditional SEO, growing at a 40-50% CAGR toward the high tens of billions by the early 2030s. This piece breaks down where that money…
Getting featured in comparison listicles puts your brand in front of buyers at the exact moment they decide, on a page they already trust before you say a word. Somebody typing “best project management tool” into ChatGPT right now isn’t going to read ten vendor homepages; they’re going to read whatever comparison listicle the model…
Organic click-through rates fall by roughly 60-65% the moment an AI Overview appears above a search result (Seer Interactive, 2025). Marketing teams are working against that number right now. A page can hold the number-one ranking on Google and still go unmentioned by ChatGPT, Gemini, or Perplexity. An AI visibility audit tells you which one…
Crimson Salt is an AI visibility and content systems partner helping B2B, B2C, and D2C brands get discovered, cited, and recommended across every major AI platform. Formerly Coffeegraphy. Built on 14 years of content expertise.
Monthly insights on AI visibility, LLM trends, and content strategies that actually work. No filler.
