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

[חזרה](https://www.igeo.ai/he/mcp-use-cases/)**קטגוריה**סנטימנט ומוניטין

# Negative Topic Cluster Finder

Identifies the exact reputation themes hurting AI perception.

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

**תפקיד עיקרי**Brand Lead / Product Marketing

## מה מקרה השימוש הזה יכול לעשות עבורכם

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 It is useful for deciding whether the issue is messaging, product positioning, outdated content, missing proof, or competitor framing.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

## מקרי שימוש קשורים

קטגוריה סנטימנט ומוניטין

### Negative Topic Cluster Finder

Identifies the exact reputation themes hurting AI perception.

[ראו מדריך התקנה](https://www.igeo.ai/he/mcp-use-cases/negative-topic-cluster-finder/)

קטגוריה סנטימנט ומוניטין

### Provider Sentiment Comparison

Shows where brand perception varies by AI engine.

[ראו מדריך התקנה](https://www.igeo.ai/he/mcp-use-cases/provider-sentiment-comparison/)

קטגוריה סנטימנט ומוניטין

### Positive Narrative Finder

Identifies brand messages that AI already understands well.

[ראו מדריך התקנה](https://www.igeo.ai/he/mcp-use-cases/positive-narrative-finder/)

---

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

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