INTERPRETIVE NOTICE. This folder publishes a descriptive observation bundle. It does not constitute product certification, proof of obedience, or doctrinal replacement.

# Better Robots.txt — observation bundle (March 2026)

## Purpose

This bundle documents a dated field observation relevant to the doctrinal corpus published on gautierdorval.com.

It concerns the emergence of Better Robots.txt across several AI answer surfaces after:

- a WordPress.org plugin update on 2026-03-10;
- a new product site launch on 2026-03-11;
- a first cross-surface observation on 2026-03-31.

## Nature of the bundle

This bundle is **descriptive**.

It does not claim:

- that all systems behave identically;
- that the product dominates every adjacent query;
- that governance files force compliance;
- that operational product authority equals doctrinal authority.

## What the bundle supports

The bundle supports a narrower observation:

- strong emergence on some direct and operational WordPress queries;
- selective disappearance on more abstract policy or conceptual questions;
- usefulness of separating product authority from doctrinal authority.

## Screenshots included

- `google-ai-mode.webp`
- `google-ai-overviews.webp`
- `chatgpt.webp`
- `copilot.webp`
- `deepseek.webp`
- `gemini.webp`
- `grok.webp`
- `kimi.webp`
- `mistral.webp`
- `perplexity.webp`

## Read next

- https://gautierdorval.com/en/blog/field-observations/better-robots-txt-a-case-of-early-ai-visibility/
- https://gautierdorval.com/en/blog/field-observations/when-a-policy-question-has-not-yet-become-a-tool-category/
- https://gautierdorval.com/en/clarifications/operational-product-authority-and-doctrinal-authority-are-not-the-same-thing/
- https://better-robots.com/cases/cross-ai-recommendation-march-2026/
- https://github.com/GautierDorval/better-robots-txt