---
title: "Negative Topic Cluster Finder"
description: "Identifies the exact reputation themes hurting AI perception. Build this workflow with igeo.ai MCP."
url: "https://www.igeo.ai/it/mcp-use-cases/negative-topic-cluster-finder/"
language: "it"
---

[Indietro](https://www.igeo.ai/it/mcp-use-cases/)**Categoria**Sentiment e reputazione

# Negative Topic Cluster Finder

Identifies the exact reputation themes hurting AI perception.

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

**Ruolo principale**Brand Lead / Product Marketing

## Cosa può fare questo caso d’uso per te

This workflow groups negative or weak sentiment by topic so teams can see the root causes behind poor AI perception. It is useful for deciding whether the issue is messaging, product positioning, outdated content, missing proof, or competitor framing.

**Prompt**

Find the topics where AI responses are most negative or least favorable toward our brand, and explain the recurring themes.

## Casi d’uso correlati

Categoria Sentiment e reputazione

### Finder di cluster di topic negativi

Identifica i temi di reputazione che danneggiano la percezione IA.

[Vedi la guida di setup](https://www.igeo.ai/it/mcp-use-cases/negative-topic-cluster-finder/)

Categoria Sentiment e reputazione

### Confronto di sentiment per provider

Mostra dove la percezione del brand varia per motore IA.

[Vedi la guida di setup](https://www.igeo.ai/it/mcp-use-cases/provider-sentiment-comparison/)

Categoria Sentiment e reputazione

### Finder di narrative positive

Identifica i messaggi di brand che l’IA comprende già bene.

[Vedi la guida di setup](https://www.igeo.ai/it/mcp-use-cases/positive-narrative-finder/)

---

Source: https://www.igeo.ai/it/mcp-use-cases/negative-topic-cluster-finder/

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