Pricing

Pay per usage

Social Media Sentiment Analyzer

Analyze sentiment of social media posts, comments, and reviews about any brand, product, or topic. Get positive/negative/neutral breakdown, sentiment scores, and trend analysis.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

AI Developer

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Features

Multi-Platform Support: Analyze sentiment on Twitter/X, Reddit, YouTube, Amazon, and Trustpilot
AI-Powered Analysis: Uses Kimi AI to classify sentiment and extract key themes
Quantified Results: Positive/negative/neutral percentages with overall sentiment score (-1 to +1)
Theme Extraction: Automatically identifies top discussion themes (quality, price, service, etc.)
Representative Quotes: Sample positive and negative quotes for quick context
Multi-Language: Supports English, Chinese, Spanish, French, German, and Japanese

Input Parameters

Parameter	Type	Default	Description
`keyword`	string	—	Required. Brand name, product, or topic to analyze (e.g., `iPhone 16`)
`platform`	string	`twitter`	Social media platform: `twitter`, `reddit`, `youtube`, `amazon`, `trustpilot`
`maxPosts`	integer	50	Number of posts/reviews to analyze (10-200)
`language`	string	`en`	Content language: `en`, `zh`, `es`, `fr`, `de`, `ja`

Output

{
  "keyword": "iPhone 16",
  "platform": "twitter",
  "postsAnalyzed": 50,
  "sentiment": {
    "positive": 62,
    "negative": 18,
    "neutral": 20
  },
  "score": 0.44,
  "keyThemes": ["camera", "battery", "price"],
  "sampleQuotes": [
    "Absolutely amazing! iPhone 16 exceeded my expectations.",
    "Terrible experience with iPhone 16, never again."
  ]
}

Use Cases

Brand monitoring: Track public perception of your brand in real time
Product launches: Analyze launch-day sentiment for new products
Competitor tracking: Compare sentiment for competitor brands
Crisis detection: Spot negative sentiment spikes early
Market research: Understand customer pain points and praise points
Review aggregation: Summarize thousands of reviews into actionable insights

Pricing

This Actor runs on Apify's Pay-per-usage model. Compute costs scale with the number of posts analyzed. A typical run of 50 posts takes ~15 seconds.

Requirements

Requires a KIMI_API_KEY environment variable for AI sentiment analysis. Set it in your Apify account settings or pass it via secrets.

Notes

This Actor uses AI-generated sample content for sentiment analysis. For production use with real social media data, integrate with platform-specific scrapers (e.g., Twitter API, Reddit API).
Supported platforms define the analysis context; actual data collection may require additional API keys depending on the platform.

Support

For issues or feature requests, please open an issue on GitHub or contact the developer via Apify messaging.

Built with: Apify SDK, httpx, Kimi AI

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