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
Channel Name
Subscribers
Total Videos
About
Account Details
Optional — improves accuracy
Creation Date
Or Account Age (days)
Total Views
Country
Channel Handle (@)
Channel Type
Unknown
Personal
Brand
Music
Education
News
Other
Verified
Comments enabled
Profile Picture Analysis
High Impact
Upload avatar (JPG/PNG/WEBP, max 5 MB)
Or paste avatar URL
Has a custom (non-default) avatar
Has custom banner
Activity & Behavior
Optional — improves accuracy
Content Types (multi-select)
Original
Compilations
Reposts
Shorts
Livestreams
Primary Topics (multi-select)
Crypto/Finance
Promotions/Ads
Gaming
Music
Education
Vlogs
Tech
Personal/Mixed
Other
Engagement Level
Unknown
High
Medium
Low
Zero
Avg Views per Video
Featured Channels
Upload Frequency
Unknown
Daily
Weekly
Monthly
Sporadic
Inactive
Upload Regularity
Unknown
Very consistent schedule
Somewhat regular
Random
Avg Video Length
Unknown
< 1 min (Shorts)
1-5 min
5-15 min
15-60 min
60+ min
Mixed
Avg Description Length
Unknown
Empty
Short
Medium
Long with links/timestamps
Tags per Video
Unknown
None
Few (1-5)
Many (5-20)
Excessive (20+)
Recent Video Titles (3-5, one per line)
Network Info
Optional — improves accuracy
Subscriber Quality
Unknown
Appears organic growth
Suspicious growth pattern
Can't tell
Cross-Platform Presence
Optional — improves accuracy
Same name/username exists on:
Facebook
Twitter/X
LinkedIn
GitHub
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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