FakeProfile
AI
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Detection
Anomaly — Instagram
Anomaly — Github
Anomaly — Reddit
Anomaly — Discord
Testing
A/B Test — Instagram
A/B Test — Github
A/B Test — Reddit
Synthetic Data Generator
Real Dataset Loader
Drift Monitor
Confidence Monitor
API Status (JSON)
Login
Data Coverage
0
/
0
fields (
0
%)
Estimated confidence:
~50%
— fill more for higher accuracy
Switch platform:
instagram
facebook
x
linkedin
github
youtube
tiktok
reddit
discord
snapchat
Live Profile Lookup
API key not configured
Fetch & Auto-Fill
Demo:
Quick Fill: Test Legit Profile
Quick Fill: Test Fake Profile
Reset Form
Basic Profile Info
Required
Username
Followers
Following
Public Repos
Bio
Account Details
Optional — improves accuracy
Creation Date
Or Account Age (days)
Display Name
Location
Website URL
Company
Public Gists
Hireable flag set
Profile Picture Analysis
High Impact
Upload avatar (JPG/PNG/WEBP, max 5 MB)
Or paste avatar URL
Still using GitHub auto-identicon
Activity & Behavior
Optional — improves accuracy
Content Types (multi-select)
Primary Topics (multi-select)
Crypto/Finance
Promotions/Ads
Tech
Personal/Mixed
Other
Engagement Level
Unknown
High
Medium
Low
Zero
Total Stars Received
Forked Repos
Top Language
Unique Languages
Contributions (1y)
Issues/PRs Opened
Profile README
Pinned repos
Avg README Quality
Unknown
None
Short
Detailed
Very detailed
Commit Frequency
Unknown
Daily
Weekly
Monthly
Sporadic
None
Last Activity
Unknown
Today
This week
This month
Months ago
Years ago
Contribution Pattern
Unknown
Consistent year-round
Bursts then silence
Weekdays only
Recent Posts (3-5, one per line)
Network Info
Optional — improves accuracy
Follower Quality
Unknown
Active developers
Mixed
Mostly empty profiles
Public Org Memberships
Cross-Platform Presence
Optional — improves accuracy
Same name/username exists on:
Facebook
Twitter/X
LinkedIn
YouTube
TikTok
Reddit
Discord
Snapchat
Instagram
Profile Consistency Across Platforms
Didn't check
Same name/bio/photo everywhere
Similar but not identical
Very different profiles
Only exists on this platform
Derived signals (computed on the fly)
Analyze Profile
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