AI Answer Distribution

The distribution shift from search engines to answer engines is becoming visible from both sides of the market. Publishers are considering withdrawing from Google as referral traffic falls, while SaaS founders report sudden inbound traffic from ChatGPT. The evidence remains early, but it indicates that software discovery and content economics may be reorganizing around model-mediated recommendations.

Early buyer and founder reports suggest that software discovery is moving into AI answers: a buyer selected and paid for a SaaS tool through ChatGPT without visiting vendor sites, while founders are beginning to track recommendations in Google AI Overviews. A separate founder describes manual monitoring of buying intent across public conversations as a valuable but unsolved acquisition workflow. The evidence is currently concentrated on Reddit and includes self-reported cases, so this remains a weak signal rather than a validated market shift. Confirm or refute it by observing repeated buyer journeys, dedicated visibility products, and evidence from independent channels.