Profound released Ads Studio on Monday, a campaign platform that measures and optimizes advertising performance inside AI-generated search results. The launch introduces Paid Share of Voice, a metric that tracks how often a brand appears in conversational answers served by ChatGPT, Perplexity, and SearchGPT compared to competitors.
The platform also tracks Ads Relevance, scoring how closely paid placements align with the intent inferred by large language models during query processing. Profound built the system after monitoring 14 million AI-generated answers across travel, hospitality, and luxury verticals in the first quarter of this year. The company found that 38% of conversational responses now include commercial recommendations, up from 22% six months earlier.
This matters because Chief Marketing Officers at heritage houses and hospitality groups currently deploy search budgets designed for Google's ten blue links, not for answers synthesized by reasoning engines. A luxury hotel chain spending $4.2 million annually on keyword bidding has no dashboard showing whether GPT-4 mentions their property when a family office principal asks for Mediterranean villas under €12,000 per week. Ads Studio creates that dashboard. It also lets operators A/B test prompt-optimized creative, then push campaigns live across OpenAI, Anthropic, and Perplexity networks from a single interface.
The platform arrives as AI search traffic crosses material thresholds. Perplexity recorded 230 million queries in May, while OpenAI's SearchGPT beta processed an estimated 180 million in the same period, according to SimilarWeb routing data. Google still commands 91% of global search volume, but allocators watch the migration rate among high-net-worth users. Internal data from three European luxury travel agencies reviewed by Voyage Edge show that 11% of inbound inquiries in June referenced itineraries shaped by ChatGPT or Claude, double the January figure.
Profound's Paid Share of Voice calculation divides brand mentions in sponsored answer segments by total competitive mentions, then weights by query commercial intent. A Maldives resort appearing in 6 of 10 AI-generated responses to "overwater villa Maldives" queries would score 60% share if competitors appeared in the remaining four. The metric borrows from traditional media mix models but applies natural language processing to parse attribution inside prose answers rather than counting impressions on static inventory.
Marketing officers should monitor two follow-on developments. First, whether OpenAI and Anthropic formalize their advertising APIs by September, turning informal placement tests into rate-card inventory. Second, how quickly luxury and travel verticals adopt prompt-optimized creative formats. Ads Studio's A/B testing module suggests the creative shift is already underway—early clients report 26% higher relevance scores when they replace keyword-stuffed copy with narrative descriptions tuned for reasoning models.
The platform's arrival also surfaces a structural question for agencies. Global holding companies built search practices around Google's auction mechanics and keyword graphs. AI search runs on vector embeddings and contextual inference. That requires different talent, different creative briefs, and different attribution stacks. Profound's bet is that CMOs would rather buy integrated measurement than rebuild internal capabilities while the format is still moving.
Paid Share of Voice becomes the first standardized metric for a channel that already influences $840 million in luxury travel decisions annually, based on Profound's estimate of AI-assisted bookings processed through Virtuoso, Brownell, and similar networks in the trailing twelve months. The next inflection arrives when conversational search traffic reaches 15% of total query volume, the threshold at which most global advertisers historically shift budget allocation. Current trajectory puts that crossing sometime in the second quarter of next year.
The takeaway
Profound's Ads Studio quantifies brand visibility in AI-generated answers, introducing Paid Share of Voice as ChatGPT and Perplexity cross **230 million** monthly queries.
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