CMOs Can’t Prove AI Search Visibility Boosts Sales
CMOs are pouring money into AI‑search visibility tools like Scrunch and Profound, yet none can directly tie those rankings to revenue. Brands are forced to cobble together proxy data—paid ChatGPT ads, traffic spikes, and custom media‑mix models—to estimate impact, a process that’s still noisy and resource‑heavy.