---
title: "Prompt Set Bias Audit"
description: "Spot self-flattering prompts in your igeo.ai setup and fix it. Build this workflow with igeo.ai MCP."
url: "https://www.igeo.ai/fr/mcp-use-cases/prompt-set-bias-audit/"
language: "fr"
---

[Retour](https://www.igeo.ai/fr/mcp-use-cases/)**Catégorie**Community Built

# Prompt Set Bias Audit

Spot self-flattering prompts in your igeo.ai setup and fix it.

[Connecter igeo.ai MCP](https://www.igeo.ai/developers/)

**Rôle principal**GEO Manager / Analyst

## Ce que ce cas d’usage peut faire pour vous

Prompts that are too narrow, too brand-leading, or too aligned with the team's own positioning will report flattering visibility scores while obscuring the competitive reality the project is supposed to surface. This audits the full prompt set: every tracked prompt reviewed for self-flattering framing, the narrow or leading ones flagged with reasoning, specific swap recommendations that close the blind spots, and a CSV ready to drop back into igeo.ai. No external API keys and no extra tooling, just an honest read on whether the tracking is measuring the market or measuring your own marketing.

**Prompt**

/igeo-bias-audit — review our tracked prompts for self-flattering bias. Flag prompts that are too narrow, too brand-leading, or too aligned with our positioning to give a fair visibility read. Output a readable report and a CSV of recommended prompts to add or swap in.

## Cas d’usage associés

Catégorie Community Built

### Audit de biais du set de prompts

Repérez et corrigez les prompts trop flatteurs dans votre setup igeo.ai.

[Voir le guide d’installation](https://www.igeo.ai/fr/mcp-use-cases/prompt-set-bias-audit/)

Catégorie Community Built

### Attribution visibilité IA → revenu

Prouvez si la visibilité IA s’est vraiment traduite en revenu.

[Voir le guide d’installation](https://www.igeo.ai/fr/mcp-use-cases/ai-visibility-to-revenue-attribution/)

Catégorie Community Built

### Builder de stratégie de tracking

Inspectez et améliorez l’état actuel de votre projet igeo.ai.

[Voir le guide d’installation](https://www.igeo.ai/fr/mcp-use-cases/tracking-strategy-builder/)

---

Source: https://www.igeo.ai/fr/mcp-use-cases/prompt-set-bias-audit/

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