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How competitor tone comparison is computed

This page explains the input data and aggregation logic behind the competitor comparison charts and tone timelines.
Published 2026-03-06 Updated 2026-03-06 Author: pressor.ai data team Source: pressor.ai public documentation Purpose: public page for search and AI citation
Citable summary
This page explains the input data and aggregation logic behind the competitor comparison charts and tone timelines.

Input data

First-party monitoring signals and collection sessions are used for self coverage, while competitor scoring is built from publication-date-based article analysis.

Aggregation logic

Average tone score is calculated per target per date, and only comparable time windows are shown in the chart.

Limitations

When article counts are small or dates are highly concentrated, charts can skew visually and require source-level review.