# Monitor Reddit brand mentions with AI sentiment

**Use case:** 

Tracks new Reddit posts that mention a brand - Notion in this example, swap in your own - and labels each with sentiment, emotion and intent using the Jev AI model. A relevance filter drops posts that use the word in another sense. Add a daily schedule to watch opinion shift, catch complaints early and find praise worth sharing.

## Input

```json
{
  "mode": "search",
  "subreddits": [
    "SaaS",
    "startups"
  ],
  "searchQueries": [
    "Notion"
  ],
  "sort": "new",
  "timeFilter": "week",
  "maxItems": 100,
  "includeComments": false,
  "maxCommentsPerPost": 25,
  "commentSort": "best",
  "enableAiAnalysis": true,
  "topic": "Notion, the note-taking and workspace app",
  "minBuyingIntentPct": 0,
  "minPainPointPct": 0,
  "minRelevancePct": 50,
  "excludeSpam": true,
  "requireAllCustomTrue": false,
  "excludeNsfw": false,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

## Output

```json
{
  "type": {
    "label": "Type",
    "format": "text"
  },
  "subreddit": {
    "label": "Subreddit",
    "format": "text"
  },
  "title": {
    "label": "Title",
    "format": "text"
  },
  "text": {
    "label": "Text",
    "format": "text"
  },
  "author": {
    "label": "Author",
    "format": "text"
  },
  "score": {
    "label": "Upvotes",
    "format": "number"
  },
  "numComments": {
    "label": "Comments",
    "format": "number"
  },
  "aiSentiment": {
    "label": "Sentiment",
    "format": "text"
  },
  "aiIntent": {
    "label": "Intent",
    "format": "text"
  },
  "aiBuyingIntent": {
    "label": "Buying intent",
    "format": "number"
  },
  "aiPainPoint": {
    "label": "Pain point",
    "format": "number"
  },
  "aiRelevance": {
    "label": "Relevance",
    "format": "number"
  },
  "createdAt": {
    "label": "Posted",
    "format": "date"
  },
  "url": {
    "label": "Link",
    "format": "link"
  }
}
```

## About this Actor

This example demonstrates how to use [Reddit Scraper with Jev AI - Sentiment, Intent & Leads](https://apify.com/abdullahbilal-y/reddit-jev-ai-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/abdullahbilal-y/reddit-jev-ai-scraper.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/abdullahbilal-y/reddit-jev-ai-scraper.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).