---
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/nl/mcp-use-cases/negative-topic-cluster-finder/"
language: "nl"
---

[Terug](https://www.igeo.ai/nl/mcp-use-cases/)**Categorie**Sentiment & reputatie

# Negative Topic Cluster Finder

Identifies the exact reputation themes hurting AI perception.

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

**Primaire rol**Brand Lead / Product Marketing

## Wat deze use case voor je kan doen

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 It is useful for deciding whether the issue is messaging, product positioning, outdated content, missing proof, or competitor framing.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.

## Gerelateerde use cases

Categorie Sentiment & reputatie

### Negative Topic Cluster Finder

Identifies the exact reputation themes hurting AI perception.

[Setup-gids bekijken](https://www.igeo.ai/nl/mcp-use-cases/negative-topic-cluster-finder/)

Categorie Sentiment & reputatie

### Provider Sentiment Comparison

Shows where brand perception varies by AI engine.

[Setup-gids bekijken](https://www.igeo.ai/nl/mcp-use-cases/provider-sentiment-comparison/)

Categorie Sentiment & reputatie

### Positive Narrative Finder

Identifies brand messages that AI already understands well.

[Setup-gids bekijken](https://www.igeo.ai/nl/mcp-use-cases/positive-narrative-finder/)

---

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

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