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
Post Karma
Comment Karma
About
Account Details
Optional — improves accuracy
Cake Day
Or Account Age (days)
Trophies
Reddit Premium
Custom avatar
Custom banner
Display Name
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
Avg Posts per Day
Avg Comments per Day
Subreddits Active In
Posting Pattern
Unknown
Regular/Scheduled
Irregular/Random
Burst (many then silence)
Very Infrequent
Content Types (multi-select)
Text posts
Links
Images
Comments only
Cross-posts
Primary Topics (multi-select)
Crypto/Finance
Promotions/Ads
Gaming
Advice
Memes
Tech
Personal/Mixed
Other
Engagement Received
Unknown
High upvotes
Medium
Low
Mostly downvoted
Comment Length
Unknown
Very short (1-2 words)
Short
Medium
Long
Mixed
Controversial Ratio
Unknown
None
Few
Many
Mostly controversial
Recent Comments (3-5, one per line)
Network Info
Optional — improves accuracy
Follower Quality
Unknown
Mostly real-looking accounts
Mix of real and suspicious
Mostly bots/empty profiles
Can't tell
Karma vs Activity Ratio
Unknown
High karma, low posts (quality)
Balanced
Low karma, high posts (spam-like)
Cross-Platform Presence
Optional — improves accuracy
Same name/username exists on:
Facebook
Twitter/X
LinkedIn
GitHub
YouTube
TikTok
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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