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YouTube Shorts Comments for Sentiment Analysis

Monitor brand mentions, analyze audience sentiment from comments, and track reputation across YouTube and TikTok.

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No credit card required.

Used by 10,000+ data lovers

https://api.socialkit.dev/youtube/comments?url=youtube.com/watch?v=dQw4w9WgXcQ
AI Summary
+transcript

Video discusses upcoming social media trends including AI-generated content...

• Full transcript available
Engagement
+15 metrics
94%
Rate
8.2
Score
• Views, likes, comments...
Topics
+keywords
AI ContentTrendsMarketing...
• Sentiment, entities...
Ziv ErlichsonFounder at Plynn

"It was very easy to set up and get going, and support was superb."

Ziv Erlichson, Founder at Plynn

Thomas PuechDesigner

"Quick, caring and efficient support!"

Thomas Puech, Designer

Robert PodsiadloFounder at PrimeStuff

"Easy to connect - work's smooth and properly!"

Robert Podsiadlo, Founder at PrimeStuff

3 Simple Steps to Analyze Social Media Videos

Start extracting insights from Social Media Videos in minutes, and save days of development.

01

Get Your Access Key

Sign up and get your API key instantly - no sales calls, no complex onboarding.

02

Send Your First Request

Call our Social Media API with any YouTube, TikTok, or Instagram URL.

03

Extract Insights at Scale

Get video summaries, transcripts, engagement metrics, and more.

Integrate with Your Favorite No-Code Platform

Use Zapier, Make, n8n or any other no-code platform using our native connection or by using the access token.

Popular Use Cases

See how teams are using this API in production

Viral Trend Detection

Analyze comments on trending Shorts to identify why content goes viral and what resonates with audiences.

Trend forecasters analyze Shorts comments to predict which formats will become mainstream 48 hours before they peak.

Audience Feedback Analysis

Understand what viewers love or dislike about your Shorts by analyzing comment sentiment at scale.

Creators analyze comments on their last 100 Shorts, identifying which hooks and formats get the most positive reactions.

Content Gap Discovery

Find content opportunities by analyzing what audiences request or complain about in Shorts comments.

Brands discover product ideas by analyzing comments on competitor Shorts, finding unmet needs and requests.

Engagement Monitoring

Track comment engagement on your Shorts to measure audience connection and content performance.

Social teams monitor Shorts comments for questions and feedback, engaging with audiences to build community.

API Response Format

Clean, structured JSON that's easy to parse and integrate

Request

GET
GET https://api.socialkit.dev/youtube/comments?access_key=<your-access-key>&url=https://youtube.com/watch?v=dQw4w9WgXcQ&limit=2

Response

JSON
{
  "success": true,
  "data": {
    "url": "https://youtube.com/watch?v=dQw4w9WgXcQ",
    "comments": [
      {
        "author": "@YouTube",
        "text": "can confirm: he never gave us up",
        "likes": 88,
        "date": "",
        "replyCount": 1,
        "position": 1
      }
    ]
  }
}

Common Workflows

Integrate with your existing tools and platforms

Sentiment Monitor

Track comment sentiment across your Shorts content.

OpenAIPythonMongoDBSlackGrafana

Trend Analyzer

Identify trending topics from Shorts comments.

PythonPandasAirtableNotionDiscord

Community Dashboard

Build dashboards showing top comments and engagement.

ReactChart.jsPostgreSQLNode.jsVercel

6 Ways to Use YouTube Shorts Comments API

Extract and analyze YouTube Shorts comments for sentiment analysis, trend discovery, and audience insights.

Comment & Author Data

Retrieve complete comment text, author information, likes, and engagement metrics from any YouTube Short.

Trend Discovery

Analyze Shorts comments to identify emerging trends, viral patterns, and what resonates with audiences.

Audience Sentiment

Understand viewer reactions to Shorts content with sentiment-ready comment data for NLP analysis.

Real-time Extraction

Access up-to-date comments as Shorts go viral, tracking audience reactions in real-time.

Structured Output

Receive normalized comment objects perfect for feeding into analysis tools and dashboards.

Community Insights

Understand what audiences love about Shorts by analyzing comment patterns and engagement.

Our Social Media APIs

Comprehensive social media analysis APIs for YouTube, TikTok, Instagram, and Facebook content.

YouTube Summarizer API

AI-powered video summaries from YouTube URLs

YouTube Summarizer API Details

YouTube Transcript API

Extract accurate transcripts from YouTube videos

YouTube Transcript API Details

YouTube Stats API

Comprehensive YouTube video analytics

YouTube Stats API Details

YouTube Comments API

Extract and analyze comments from YouTube videos

YouTube Comments API Details

YouTube Shorts Summarizer API

AI-powered summaries from YouTube Shorts

YouTube Shorts Summarizer API Details

YouTube Shorts Transcript API

Extract transcripts from YouTube Shorts

YouTube Shorts Transcript API Details

YouTube Shorts Stats API

YouTube Shorts metadata extraction API

YouTube Shorts Stats API Details

YouTube Shorts Comments API

Extract comments from YouTube Shorts

YouTube Shorts Comments API Details

YouTube Channel Stats API

Comprehensive YouTube channel analytics and subscriber metrics

YouTube Channel Stats API Details

YouTube Search API

Search YouTube videos by keyword and discover trending content

YouTube Search API Details

YouTube Videos API

Extract videos from any YouTube channel or playlist with stats

YouTube Videos API Details

TikTok Stats API

Comprehensive TikTok video and creator analytics

TikTok Stats API Details

TikTok Comments API

Extract and analyze TikTok comments at scale

TikTok Comments API Details

TikTok Summarizer API

AI-powered video summaries from TikTok URLs

TikTok Summarizer API Details

TikTok Transcript API

Extract accurate transcripts from TikTok videos

TikTok Transcript API Details

TikTok Channel Stats API

Comprehensive TikTok channel analytics

TikTok Channel Stats API Details

TikTok Search API

Search TikTok videos by keyword and discover trends

TikTok Search API Details

Instagram Stats API

Comprehensive Instagram video and reel analytics

Instagram Stats API Details

Instagram Channel Stats API

Instagram profile statistics and follower metrics

Instagram Channel Stats API Details

Instagram Summarizer API

AI-powered video summaries from Instagram URLs

Instagram Summarizer API Details

Instagram Transcript API

Extract accurate transcripts from Instagram videos

Instagram Transcript API Details

Facebook Summarizer API

AI-powered video summaries from Facebook videos

Facebook Summarizer API Details

Facebook Transcript API

Extract accurate transcripts from Facebook videos

Facebook Transcript API Details

Facebook Stats API

Comprehensive Facebook video analytics

Facebook Stats API Details

Facebook Page Stats API

Facebook page statistics and follower metrics

Facebook Page Stats API Details

Video Transcript API

Extract transcripts from any video file (MP4, WebM, MOV). 1 credit = 1 min.

Video Transcript API Details

Video Summarizer API

AI-powered summaries from any video file. 1 credit = 1 min.

Video Summarizer API Details

Frequently Asked Questions

Ready to Extract Social Media Videos Data?

Extract video summaries, transcripts, comments, and engagement metrics from social media content with our powerful Social Media Data Extraction API.

Start Extracting for FreeNo credit card required.
https://api.socialkit.dev/youtube/comments?url=youtube.com/watch?v=dQw4w9WgXcQ
AI Summary
+transcript

Video discusses upcoming social media trends including AI-generated content...

• Full transcript available
Engagement
+15 metrics
94%
Rate
8.2
Score
• Views, likes, comments...
Topics
+keywords
AI ContentTrendsMarketing...
• Sentiment, entities...