---
title: "LLM Mention Trend Tracker"
description: "Track LLM mention trends with igeo.ai MCP. Compare visibility changes by date, provider, and topic to spot gains, declines, and patterns worth investigating."
url: "https://www.igeo.ai/mcp-use-cases/llm-mention-trend-tracker/"
language: "en"
---

[Back](https://www.igeo.ai/mcp-use-cases/)**Category**Visibility Monitoring

# LLM Mention Trend Tracker

Detects whether AI visibility is improving or declining.

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

**Primary Role**Analyst / GEO Manager

## What this use case can do for you

This workflow turns mention-count history into a trend report. It helps teams understand whether their AI visibility efforts are working, when major changes happened, and which providers or topics caused the shift.

**Prompt**

Track our LLM mentions over time and identify any meaningful increases or drops by date, provider, and topic.

## Related use cases

Category Visibility Monitoring

### LLM Mention Trend Tracker

Detects whether AI visibility is improving or declining.

[See setup guide](https://www.igeo.ai/mcp-use-cases/llm-mention-trend-tracker/)

Category Visibility Monitoring

### Visibility Blind Spot Finder

Surfaces the areas where AI systems ignore the brand.

[See setup guide](https://www.igeo.ai/mcp-use-cases/visibility-blind-spot-finder/)

Category Visibility Monitoring

### Weekly AI Visibility Brief

Shows how the brand is performing across AI engines week over week.

[See setup guide](https://www.igeo.ai/mcp-use-cases/weekly-ai-visibility-brief/)

---

Source: https://www.igeo.ai/mcp-use-cases/llm-mention-trend-tracker/

[Documentation index](https://www.igeo.ai/llms.txt) · [Developer documentation](https://www.igeo.ai/developers/)