Knowatoa: Competitor sentiment export through the API
Competitor sentiment (positive, neutral, negative counts per brand per AI platform, with period comparison) can be pulled as CSV or JSON for NinjaCat, Looker and other tools.
Feature. Updated .
Knowatoa (knowatoa.com). Available Oct. 18, 2026.
Features: Reporting and measurement.
Source: Knowatoa updates.
Category: AI visibility (feed).
Methodology and corrections: what counts as a launch, how each one is checked, and how to report an error.
Follow every new launch in one Atom feed. This launch is also in the launch data.
License: CC BY 4.0. Reuse it with credit to Newsprint.
Cite as: Newsprint, "Knowatoa: Competitor sentiment export through the API", https://www.newsprint.com/launches/K19/, updated 2026-10-20