Twitter (X) Search Scraper (No Login Required)

Extract real-time Twitter search results without authentication or cookies. This scraper delivers comprehensive tweet data, engagement metrics, and user profiles for sales intelligence, competitive analysis, and lead generation - all without requiring a Twitter account.

Key Features

🔒 Cookieless / No Login Required - Access public Twitter search data without authentication, eliminating account suspension risks and credential management overhead.

📈 Scalable Architecture - Process thousands of search results efficiently with built-in rate limiting and proxy rotation for enterprise-grade data collection.

✅ Rich Tweet & Profile Data - Capture complete tweet metadata including engagement metrics (favorites, retweets, bookmarks, views), user profiles (followers, verification status, bio), hashtags, mentions, media URLs, and conversation threads.

⚡ Fast & Reliable - Optimized extraction engine delivers results in minutes with automatic retry logic and error handling for uninterrupted data collection.

📊 Export-Ready Formats - Download data instantly in JSON, CSV, or Excel formats compatible with CRM systems, analytics platforms, and business intelligence tools.

Use Cases

Sales Intelligence Teams: Monitor brand mentions, competitor activity, and industry conversations to identify warm leads and track customer sentiment in real-time for targeted outreach campaigns.

Market Research Analysts: Aggregate trending topics, hashtag performance, and engagement patterns to build comprehensive competitive intelligence databases and identify emerging market opportunities.

Growth Marketers: Track campaign hashtags, influencer mentions, and viral content metrics to optimize social media strategies and measure brand awareness across target demographics.

Inputs

Field	Type	Description
query	String	Twitter search query (e.g., "Mr Beast", "#AI", "@username", or advanced operators like "from:user" or "filter:verified")

Outputs

Formats: JSON, CSV, Excel

Key Fields:

• tweet_id - Unique tweet identifier
• screen_name - Author's Twitter handle
• text - Full tweet content
• created_at - Publication timestamp
• favorites - Like count
• retweets - Retweet count
• bookmarks - Bookmark count
• views - View count
• replies - Reply count
• quotes - Quote tweet count
• conversation_id - Thread identifier
• entities.hashtags - Extracted hashtags with positions
• entities.user_mentions - Mentioned users with IDs
• entities.media - Attached photos/videos with URLs
• user_info.followers_count - Author's follower count
• user_info.verified - Verification status
• user_info.description - User bio
• user_info.avatar - Profile image URL
• lang - Tweet language code
• source - Publishing platform

How to Use

Step 1: Enter your search query in the query field (supports keywords, hashtags, mentions, and Twitter's advanced search operators).

Step 2: Configure optional parameters like maximum results or date filters based on your data collection needs.

Step 3: Run the scraper and download results in your preferred format (JSON for technical integration, CSV/Excel for business analysis).

Sample Output

{
  "type": "tweet",
  "tweet_id": "1734567890123456789",
  "screen_name": "tech_innovator",
  "text": "Excited to announce our new AI product launch! Join us tomorrow for the live demo. #TechLaunch #Innovation",
  "created_at": "Mon Dec 16 14:23:15 +0000 2025",
  "favorites": 2847,
  "retweets": 456,
  "bookmarks": 189,
  "views": "87432",
  "replies": 34,
  "quotes": 12,
  "conversation_id": "1734567890123456789",
  "lang": "en",
  "entities": {
    "hashtags": [
      {"text": "TechLaunch", "indices": [82, 93]},
      {"text": "Innovation", "indices": [94, 105]}
    ],
    "user_mentions": [],
    "media": []
  },
  "user_info": {
    "screen_name": "tech_innovator",
    "name": "Tech Innovator",
    "followers_count": 45678,
    "verified": true,
    "description": "Building the future of AI | Speaker | Investor",
    "avatar": "https://pbs.twimg.com/profile_images/example.jpg"
  }
}

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Power your sales intelligence and competitive analysis with this production-ready twitter scraper that enables seamless twitter search scraper functionality and x search scraper capabilities to export tweets at scale, providing comprehensive tweet data extraction for twitter lead generation workflows through our reliable twitter data extractor infrastructure.