AI Visibility Draws $180M as ROI Measurement Still Lags

ADWEEK reported that Profound raised $180 million in a Series D at a $1.8 billion valuation in September, less than seven months after its Series C. Profound ranked among the best-funded of 11 startups ADWEEK profiled in the AI visibility market.

ADWEEK said investors were taking notice of the market. It identified Flo Health, Motorway, Glance and Business Intelligence Group as companies working to improve their AI visibility. Their efforts turn recommendations from chatbots into a distinct marketing priority.

Agencies like Jellyfish have built proprietary tools to chart brand appearances in answer engines such as ChatGPT, ADWEEK reported. A wave of startups now sells software to help brands understand and improve visibility. Together, these vendors have created a cottage industry around securing, monitoring and measuring brand recommendations from AI chatbots.

What does this change for brand marketers?

The immediate change is a larger set of specialist tools for tracking AI appearances. It also raises a harder question about commercial value. Demand is visible among smaller companies: in a survey of 75 small and medium business search marketers, 76% said appearing in AI search was “extremely or very important,” according to Emarketer and Semify.

For practitioners, that finding makes AI visibility a category to manage directly. Agencies and startups can provide brand mentions, monitoring and improvement tools for answer engines. The surveyed marketers, however, measured the importance of visibility, not the revenue generated by it. Their priorities therefore support investment in tracking while leaving the return calculation open.

Emarketer’s survey puts the obstacle in focus: 56% of SMBs cited measuring ROI from AI visibility as their “top challenge.” ADWEEK described the broader industry as hobbled by a lack of standardization. Brands have more software options for visibility tracking, but no common measurement standard. That makes comparisons between tools and campaigns harder for marketing teams.

The Series D valued Profound at $1.8 billion less than seven months after its Series C, and ADWEEK placed the startup among the best-funded of 11 startups it profiled. The round shows how much investor attention the sector has attracted.

That attention does not settle what an AI mention is worth or how value should be reported across the market. Those questions remain tied to the standardization and ROI problems Emarketer and ADWEEK identified.

For buyers, the distinction is central. A tool that shows a brand appearing in ChatGPT answers handles visibility. A credible business case must also show how that appearance affects commercial results. The startup wave gives buyers more tools, but ADWEEK’s standardization warning and Emarketer’s 56% figure make measurement quality the more consequential selection criterion.

ADWEEK described its analysis as beta-generated by AI and reviewed by the ADWEEK newsroom. The disclosure does not remove the market’s central gap: strong interest in AI visibility has outpaced the ability to prove a consistent return.

The practical next step for marketing teams is to require vendors to define how AI visibility and ROI are measured before adding the category to the budget. The next phase of AI visibility tools will be won on evidence that a chatbot recommendation produces a measurable result, not on the number of mentions a platform can report.