FakeProfile
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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
Fetch & Auto-Fill
Demo:
Quick Fill: Test Legit Profile
Quick Fill: Test Fake Profile
Reset Form
Basic Profile Info
Required
Username
Snap Score
Bio
Account Details
Optional — improves accuracy
Display Name
Custom Bitmoji avatar
Approx. Creation Date
Or Account Age (days)
Snap Map Location
Public profile
Public story
Profile Picture Analysis
High Impact
Upload avatar (JPG/PNG/WEBP, max 5 MB)
Or paste avatar URL
Has a custom (non-default) avatar
Activity & Behavior
Optional — improves accuracy
Content Types (multi-select)
Personal snaps
Promotions
Links
Random content
Primary Topics (multi-select)
Crypto/Finance
Promotions/Ads
Tech
Personal/Mixed
Other
Engagement Level
Unknown
High
Medium
Low
Zero
Snap Frequency
Unknown
Very active
Active
Moderate
Low
Story Frequency
Unknown
Daily
Weekly
Rarely
Never
Sends random snaps to strangers
Primary Activity (multi)
Personal
Crypto promo
Adult content
Spam
Other
Score Growth
Unknown
Gradual natural growth
Sudden suspicious spike
Stagnant/dead
Recent Posts (3-5, one per line)
Network Info
Optional — improves accuracy
Cross-Platform Presence
Optional — improves accuracy
Same name/username exists on:
Facebook
Twitter/X
LinkedIn
GitHub
YouTube
TikTok
Reddit
Discord
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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