> ## Documentation Index
> Fetch the complete documentation index at: https://docs.xpoz.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Sentiment Analyzer

> Analyze brand and topic sentiment across Twitter, Reddit, and Instagram with automated scoring and theme extraction.

The Sentiment Analyzer skill searches Twitter, Reddit, and Instagram for posts about a brand or topic, classifies each post by sentiment, extracts recurring themes, and produces a scored summary. It handles multi-platform data collection and analysis in a single workflow.

## Example Prompts

* "What's the sentiment around Tesla on social media?"
* "How are people feeling about Cursor IDE on Reddit?"
* "Analyze public sentiment about the new iPhone launch"
* "What do people think about remote work policies?"

## How It Works

<Steps>
  <Step title="Search across platforms">
    Queries Twitter, Reddit, and Instagram using the target brand or topic as keywords.
  </Step>

  <Step title="Classify sentiment">
    Each post is classified into one of five levels: positive, leaning-positive, neutral, leaning-negative, or negative.
  </Step>

  <Step title="Extract themes">
    Identifies 5-8 recurring themes across the collected posts (e.g., pricing concerns, feature praise, competitor comparisons).
  </Step>

  <Step title="Generate report">
    Produces a structured report with an overall sentiment score, platform breakdown, key themes, and notable posts.
  </Step>
</Steps>

## Xpoz Tools Used

| Tool                          | Purpose                                |
| ----------------------------- | -------------------------------------- |
| `getTwitterPostsByKeywords`   | Search Twitter for relevant posts      |
| `getRedditPostsByKeywords`    | Search Reddit for relevant discussions |
| `getInstagramPostsByKeywords` | Search Instagram for relevant content  |

## Output Format

* **Overall Sentiment Score**: 0-100 scale (0 = extremely negative, 100 = extremely positive)
* **Platform Breakdown**: Per-platform sentiment scores and post counts in a table
* **Key Themes**: 5-8 recurring themes with sentiment tendency and representative quotes
* **Notable Posts**: High-engagement posts that exemplify the dominant sentiment
* **Summary**: Concise narrative of findings and actionable insights

## Get Started

Get a free access key at [xpoz.ai/get-token](https://xpoz.ai/get-token). See the [installation guide](/skills/overview#installation) to add this skill to your agent.