FakeProfile
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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
Fetch & Auto-Fill
Demo:
Quick Fill: Test Legit Profile
Quick Fill: Test Fake Profile
Reset Form
Basic Profile Info
Required
Username
Followers
Following
Tweets
Bio
Verified (blue checkmark)
Account Details
Optional — improves accuracy
Creation Date
Or Account Age (days)
Display Name
Location
Website URL
Listed Count
Tweet Source / Client
Unknown
Twitter Web App
iPhone
Android
Third-party/Bot tool
Default header / banner
Protected (private) tweets
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 Tweets per Day
Posting Pattern
Unknown
Regular/Scheduled
Irregular/Random
Burst (many then silence)
Very Infrequent
Active Time (multi-select)
Morning
Afternoon
Evening
Night
All Day
Content Types (multi-select)
Original tweets
Retweets
Replies
Quote tweets
Threads
Links
Primary Topics (multi-select)
Crypto/Finance
Promotions/Ads
Politics
Sports
News
Tech
Personal/Mixed
Other
Engagement Level
Unknown
High
Medium
Low
Zero
Tweet Length
Unknown
Very short
Short
Medium
Long (near 280)
Mixed
Recent Posts (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
Mutual Follow Rate
Unknown
High (most follow back)
Medium
Low (one-directional)
Follows lots of celebrities
Follower Growth
Unknown
Gradual organic growth
Sudden spike
Steady decline
No change
Cross-Platform Presence
Optional — improves accuracy
Same name/username exists on:
Facebook
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
Account Ages Across Platforms
Didn't check
Yes, similar age across platforms
No, created at very different times
Some platforms much newer
Derived signals (computed on the fly)
Analyze Profile
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