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A stealth automation bot that scrapes bios on Tinder and Bumble to extract Instagram and Snapchat usernames at scale.

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Appilot123/Tinder-Bumble-BioScraper-Bot

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Tinder & Bumble Bio Scrper Bot

Project Overview:

This bot automates the process of scraping Tinder and Bumble profiles to extract embedded social media handles—like Snapchat or Instagram usernames—from bios. It mimics human swipes and browsing behavior, then parses text content using pattern recognition to detect and extract usernames. Designed for stealth use, this scraper helps users gather contact info at scale without triggering bans or restrictions on these dating platforms.

Core Features:

  • Stealth Browsing & Fingerprinting: Uses rotating proxies, real device headers, and fingerprint spoofing to avoid detection while mimicking human activity.
  • Username Pattern Detection: Built-in regex and AI-assisted text analysis to catch creative variations of @usernames and Snap/IG handles.
  • Scalable Multi-Account Swiping: Supports multiple Tinder/Bumble accounts running in parallel with session isolation and behavioral randomization.
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Features List:

Feature Description
Proxy Integration Auto-rotates mobile and residential proxies to avoid rate-limits and bans.
Fingerprint Spoofing Randomizes device/browser profiles for each session.
Profile Swiping Logic Mimics human-like swipe patterns with delays and randomness.
Bio Scraper Engine Scans bios in real-time for Instagram/Snapchat handles using regex parsing.
Regex/ML Pattern Matching Identifies obfuscated or masked usernames (like "snap: user123").
Export Options Saves results in CSV/JSON with fields like name, match %, handle, etc.
Session Recovery Can resume scraping from where it left off on session restart.
Cross-Platform Compatibility Works on both Tinder and Bumble interfaces via mobile emulation.

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