Company
Profound (formerly Cooper Square Technologies) makes an analytics platform that tracks how brands appear in AI chatbot answers like ChatGPT.
Semrush found that among the 100 UK domains ChatGPT cited most, news and information sites drew 29.5% of citations, against 19.6% in the US. The index counts citations by site type, so a brand has to test whether press coverage moves its own rank.
Reality
Ahrefs, Known Agents, Profound and Scrunch run a Worker on every request, so a 20-file page spends 21 of Cloudflare's 100,000 free daily invocations. A site with 10,000 page views a day would need more than twice that.
Reality
The $180m Series D sells roughly the same tenth of the company that $96m bought in February, and the performance figure behind the new price is revenue tripling in six months. Profound counts more than 1,000 enterprise brands.
Reality
Profound raised $96 million at a $1 billion valuation in February and Adobe closed on Semrush in April. Both deals assume presence in AI answers can be counted, and when ChatGPT names a brand without a link there is no referrer to count it.
Reality
The Series D values the two-year-old marketing startup at $1.8 billion. Its prompt data comes from opted-in consumer panels, and the mention-frequency score a brand sees on the dashboard is a sample estimate.
Reality
Who absorbs the cost when an agent buys the wrong thing is still unsettled, and that leaves retailers deciding how far to integrate agent traffic before the price of an error is known. The funding is moving anyway.
Reality
A 15-tool comparison of LLM visibility trackers puts numbers on two decisions: which metric to trust, and when tracking your own answers beats renting a dashboard.
Reality