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…
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.
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