Outreach Data Hygiene: Keep the System Trustworthy
Clean data makes reporting accurate and decisions reliable. This guide covers naming conventions, tagging rules, required fields, closing stale items, and a weekly audit with a hygiene score checklist.
Why Hygiene Matters
Dirty data leads to wrong conclusions. "We have 200 active leads" means nothing if 100 are stale. Clean data improves reporting and ROI decisions.
Naming Conventions
Record Naming
Contact / Company
Use consistent format: "Company Name" or "Contact Name - Company". Pick one and stick to it.
No Duplicates of Same Name
"Acme", "Acme Corp", "Acme Inc" = pick one standard (e.g. "Acme Corp") and use it everywhere.
No Placeholders
Replace "TBD", "Unknown", "Test" with real data or close the record.
Tagging Rules
Tag Standards
Source / Platform
One tag per record: Upwork, LinkedIn, Email, Referral, etc. No mixing.
Campaign (Optional)
If you run campaigns: "Q1 Cold Email", "Conference 2026", etc.
No Orphan Tags
Don't create one-off tags. Use a fixed list and add new tags only when they'll be reused.
Required Fields
Every active record must have these filled:
Rule: If a required field is empty, the record is incomplete. Fix or close it.
Closing Stale Items
Define "stale" and close consistently:
Stale Rules
No activity in 14+ days
No follow-up sent, no reply, no note. Stale.
3+ follow-ups with no response
Close as "No Response" per your SOP.
Wrong or outdated info
Bad link, wrong company, duplicate. Merge or close.
Not a fit (you decided to pass)
Close as "Not a Fit" with reason.
Weekly Audit
Every week, run a quick audit:
Weekly Hygiene Audit (15–20 min)
Hygiene Score Checklist
Score your pipeline (pass/fail or count):
Hygiene Score
Target: 5/5 pass. If not, fix before relying on reports.
How Clean Data Improves Reporting
Accurate pipeline count
Active = really active. No inflated numbers from stale or duplicate records.
Reliable win/loss rates
Outcomes with reasons let you see why you win or lose.
ROI by source
Consistent tagging lets you compare which channels actually convert.
Related Guides
Team SOP
Standard procedures that include hygiene rules
Weekly Pipeline Review
Meeting playbook that includes hygiene audit
Keep Your Data Trustworthy
Clean data, better decisions
No credit card required