Ridge CEO Sean Frank: ChatGPT delivers $12 revenue per session — he'd be first in line for ads

Summary

Sean Frank, CEO of Ridge, says ChatGPT already generates $12 in revenue per session for his brand — a figure he contrasts sharply with Meta, where Ridge earns roughly $1 per user. That gap makes Frank unambiguous about his intentions: Ridge would be the first advertiser on ChatGPT's ad platform the moment it opens.

The underlying traffic data supports the urgency. Northbeam's 2025 report, covering roughly 2,000 merchants and billions of dollars in revenue, shows AI search drove just 0.01% of e-commerce traffic in January of the prior year. That figure has since climbed to 0.7% — with no paid placements yet live. Separately, Frank notes that ChatGPT accounts for 99.5% of all AI-referred traffic to e-commerce sites today, making Perplexity and other challengers functionally irrelevant for performance marketers at this stage.

What the Ad Product Will Actually Look Like

Frank expects OpenAI's initial offering to mirror Google's AI-native ad format — intent-matched placements surfaced at the moment a user asks a purchase-adjacent question, such as "best gifts for dads." That positions the product closer to bottom-funnel affiliate traffic than to the discovery-driven inventory on Meta or AppLovin. He anticipates thumbnail-style links with aggressive offers rather than video or display units.

On pricing structure, Frank says he would accept a 40% revenue-share deal from OpenAI without hesitation, given that he already surrenders roughly 50% to Meta through performance marketing. His framing of the broader ad industry is direct: all performance marketing is affiliate in disguise, and Facebook's dominance reflects its precision in extracting the maximum viable share from advertisers — a model that generates $100 billion annually for Meta.

AI Creative Is Already Live in Ridge's Ad Account

Ridge is not waiting for AI ad platforms to mature. Roughly a third of active ad spend in Ridge's Meta account is already running AI-generated video creative. The use case is scale arbitrage: producing bespoke videos for each of Ridge's 200-plus college-branded wallets with real talent would cost an estimated $85,000 and multiple days of production. The same output now takes one person one day using tools like Hixfield.

The creative approach is hybrid. Ridge shoots real product b-roll, then generates AI opening hooks — a Buckeyes fan, a woman hunter in a field — that would otherwise require expensive casting and location shoots. Frank estimates sourcing and shooting a single authentic UGC-style creator costs around $2,000 and two days, a threshold AI now clears in hours.

Looking forward, Frank sees hyper-personalized dynamic ads as inevitable. He currently pays a $12 CPM on Meta; he argues the platform would prefer to charge $200 CPMs by rendering individualized ads — potentially inserting a user's own likeness — and serving far fewer of them.

Shopify's Structural Vulnerability

Frank is openly uncertain about the long-term value of brand-owned websites if AI interfaces absorb product discovery and purchase. He draws an analogy to mobile apps, which had a prominent moment and then faded as a primary shopping surface. Shopify, he argues, must embed its product catalog into every major LLM to remain relevant — a distribution imperative the company has begun addressing through its ChatGPT partnership, though Amazon's equity investment in OpenAI gives Amazon's catalog a potentially stronger default position inside the platform.

Amazon, Frank contends, is structurally insulated. It operates a self-reinforcing arbitrage loop — spending heavily on Meta and Google to acquire users, then recapturing that cost through ad clicks on its own marketplace — and any LLM partnership simply extends that flywheel. Shopify, which monetizes primarily through hosting fees and payment processing, lacks a comparable ad revenue buffer if transactions migrate into AI chat interfaces.

Fiber as the Next Consumer Megatrend

Beyond ads, Frank flags fiber as the emerging consumer health category he is most focused on — describing it as a potential repeat of protein's two-decade megatrend and surpassing creatine's more modest cultural moment. Ridge is already quietly operating a fiber brand with paying customers, though Frank declines to name it publicly. He frames the stealth approach as deliberate, citing the consumer goods market as a "knife fight" with no durable moats, and criticizing the build-in-public trend among DTC founders as an open invitation for well-resourced competitors.