Watch CleanSmart clean
a real, messy dataset.
A 1,000-row CRM export — duplicates, formatting chaos, missing fields — goes in. Clean, Clarity-scored data comes out. Under 3 minutes, start to finish.
The full flow, minute by minute.
Connect & Import
OAuth into HubSpot, confirm field mapping. Auto-detection picks up phone, email, name, and address columns immediately.
SmartMatch — Deduplication
171 duplicate pairs surfaced. "Bob Smith / Acme Corp" matched to "Robert Smith / Acme Inc." with 94% confidence.
AutoFormat — Standardization
10,157 field corrections: phones normalized to +1 (NXX) NXX-XXXX, email typos fixed, name casing standardized.
SmartFill — Missing Values
847 predictions generated. City from ZIP, company from email domain. Low-confidence fills flagged for review.
LogicGuard — Anomaly Flags
12 outliers surfaced: 3 ages out of range, 6 future birthdays, 3 phone numbers with wrong digit counts.
Review, Approve & Export
Bulk approve high-confidence changes, reject 2 low-confidence fills, export clean CSV. Clarity Score climbs from 62 → 92.
Your data will look different. The Clarity Score climb won't.
The demo uses a real export from a HubSpot account. Your dataset will have different issues — but CleanSmart's pipeline works the same way regardless of source, size, or shape.
- Upload any CSV — no template or schema required
- Or connect your CRM via OAuth in one click
- Runs on datasets up to 100,000 records on the free trial
- Results in under 2 minutes for most datasets
Ready to see it work on your data?
Upload a file. Watch the Clarity Score climb. No credit card required.
Start your free trial →