FakeProfile
AI
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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
API key not configured
Fetch & Auto-Fill
Demo:
Quick Fill: Test Legit Profile
Quick Fill: Test Fake Profile
Reset Form
Basic Profile Info
Required
Username
User ID
Account Age (days)
Bio
Account Details
Optional — improves accuracy
Creation Date
Or Account Age (days)
Display Name
Custom Status
Pronouns
Custom avatar
Profile banner
Nitro subscriber
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
Posting Pattern
Unknown
Regular/Scheduled
Irregular/Random
Burst (many then silence)
Very Infrequent
Content Types (multi-select)
Text messages
Images
Links
Embeds
Bot commands
Stickers
Primary Topics (multi-select)
Crypto/Finance
Promotions/Ads
Tech
Personal/Mixed
Other
Engagement Level
Unknown
High
Medium
Low
Zero
Server Count
Days Until First Message
Total Roles
Message Frequency
Unknown
Very active
Active
Moderate
Low
Silent
Join Velocity
Unknown
Joined many servers quickly
Gradual over time
Single server only
Primary Activity (multi)
Crypto
Promo
Gaming
Community chat
Support
NSFW
Other
Recent Messages (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
Sends unsolicited DMs
Frequent @everyone / @here
Posts server invite links
Suspicion Score (0-100, if available)
Cross-Platform Presence
Optional — improves accuracy
Same name/username exists on:
Facebook
Twitter/X
LinkedIn
GitHub
YouTube
TikTok
Reddit
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
Visible Connected Accounts (multi)
GitHub
Twitter
Spotify
YouTube
Steam
PlayStation
Xbox
Derived signals (computed on the fly)
Analyze Profile
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