Knowledge baseSourcesJosh Blyskal, Ralfi Berk, Sartaj Rajpal (Profound)

ChatGPT's entity update

Author Josh Blyskal, Ralfi Berk, Sartaj Rajpal (Profound) Date 2025-11-03 Model state ChatGPT, US, Profound panel, October 2025 Open source →

Key findings

Profound dates a drop in brand mentions to 2025-10-18 and at the same time observes a new entity tagging in the response object.

Checked against our data

An example of what the tracker is meant to deliver: Profound sees the effect in the output statistics and a schema detail on the side, but cannot say which pipeline change connects the two. With daily schema diffs the tagging event would have been dated before the curve fell.

ClaimStatusEvidence
From 2025-10-18 brand visibility -31%, mentions per answer down from 6-7 to 3-4unverifiableBefore our measurement start; no brand monitoring.
Entity tagging Entity[brand, ...] in the response objectunverifiableIn our data content_reference of type entity with category local_business and people; a brand category not yet observed.

Related

blyskal-2025-12-08