Resources / Read the source

The thinking behind the measurement.

Where can I learn more about attribution?

Explore the research and thinking behind ProRata Attribution. The white paper sets out the method and economics, while Citations Aren’t Enough examines the need for measurable contribution. The methodology page explains the approach and shows how contribution differs from citation counts.

ProRata / White paper / 2025

Without Attribution,
Quality Content
Cannot Survive

ProRata
01 / White paper

Understand how attribution can support quality content.

Why quality content needs a sustainable economic model, and how output-based attribution can measure contribution.

Bill Gross · October 10, 2025 · HTML and original 10-page PDF

Read the methodology summary
02 / Perspective
ProRata · January 2026

Citations Aren’t Enough

Why visibility is not value recognition, and why transparency needs to be inspectable.

Explore the argument

An editorial summary based on the supplied brief. The full article is pending supply.

03 / Press and news

Read the latest from ProRata.

Approved coverage links and press assets will be added after verification. For a press inquiry, contact ProRata.

Contact ProRata
Let’s be clear

FAQ

Are these summaries the full source documents?

The full white paper is available in HTML and as the original 10-page PDF. The Citations Aren’t Enough summary is based on the supplied website brief; the full article is pending supply.

How does attribution differ from a citation?

A citation points to a source. The How It Works page shows how claim-level evidence measures each source’s contribution, even when citation counts are equal.

Let’s make AI
more transparent.

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