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
Full Name
Followers
Friends
Posts
Bio
Verified (blue checkmark)
Account Details
Optional — improves accuracy
Creation Date
Or Account Age (days)
Location / Hometown
Workplace
Education
Custom URL Slug
Relationship status filled
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 cover photo
Activity & Behavior
Optional — improves accuracy
Avg Posts per Day
Posting Pattern
Unknown
Regular/Scheduled
Irregular/Random
Burst (many then silence)
Very Infrequent
Content Types (multi-select)
Original
Shared posts
Check-ins
Photos
Videos
Links
Primary Topics (multi-select)
Crypto/Finance
Promotions/Ads
Politics
Sports
Tech
Personal/Mixed
Other
Engagement Level
Unknown
High
Medium
Low
Zero
Recent Posts (3-5, one per line)
Network Info
Optional — improves accuracy
Friend Quality
Unknown
Mostly real-looking accounts
Mix of real and suspicious
Mostly bots/empty profiles
Can't tell
Mutual Friends with You
Public Group Memberships
Cross-Platform Presence
Optional — improves accuracy
Same name/username exists on:
Twitter/X
LinkedIn
GitHub
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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