// URL Cleaner v3.0 — Python Edition
Link Validator &
Paywall Detector
AI-powered · runs locally · full audit log
⬤
Input
📂
Drop CSV here
or click to browse
OR PASTE URLS
Detection options
✓
Remove broken / invalid links
Bad TLD, DNS fail, HTTP errors
✓
Remove paid / paywall platforms
Requires payment to post/upload
✓
Remove duplicates
Case-insensitive deduplication
When AI is uncertain
🚩 Flag for manual review (safest)
✅ Keep the URL
🗑️ Remove it
🚀 Run URL Cleaner
Processing...
0%
1
Format Validation
Waiting...
2
Live HTTP Probe
Waiting...
3
AI Paywall Detection
Waiting...
4
Building Results
Waiting...
🔍
Add URLs and click
Run URL Cleaner
⬤
Results
All
✅ Keep
❌ Broken
💳 Paid
🚩 Review
♻️ Dupe
⬇ Clean CSV
📋 Audit Log
📋 Copy URLs
Keep
Broken
Paid
Uncertain
Duplicate
◈
Token & Cost Tracker
0
Input Tokens
0
Output Tokens
$0.000000
Total Cost
Input rate
$3.00 / 1M tokens
Output rate
$15.00 / 1M tokens
Input cost
$0.000000
Output cost
$0.000000
Batches run
0
URLs classified
0
Pricing: claude-sonnet-4 · $3/1M input · $15/1M output