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Data Quality Score Calculator

CRM size + ratesquality score

Data Quality Score CalculatorRuns in your browserNo limitFree, no signup

Score your CRM data quality based on key metrics. Input your bounce rate, duplicate rate, and data age to get an instant health grade.

Fix the records behind the score

Cleanlist dedupes, verifies and enriches the records you just scored. It fills empty fields and keeps the values you already have.

The Free plan is $0 with 50 credits a month and 5 searches. Every new workspace can also try Pro free for 14 days.

Search
Free
Verified work email
1 credit
Phone number
10 credits

98% verified work emails and 85% phone numbers on our 500-lead benchmark, across 25+ providers.

A demo of Clu, the Cleanlist AI agent, doing this for a whole list. Asked: Clean up HubSpot contacts and verify every email. Fill the missing titles too. Clu runs the tools, asks for confirmation before spending credits (Validate 400 emails and fill empty job titles, 200 credits), fills the list row by row and reports: 400 checked, 61 emails fixed, 88 titles filled and synced back to HubSpot. I didn't touch values you already had.

See how Cleanlist AI cleans a CRM

10,000+ users, from founders to full sales teams

  • Switched fromZoomInfo
  • Case study
  • HackerOneSwitched fromApollo
  • Switched fromClay
  • Case study
  • Sumo LogicSwitched fromClay
  • Switched fromApollo
  • Case study
  • Switched fromZoomInfo
  • Switched fromZoomInfo

The Cleanlist AI Chrome extension finds the verified email and phone number for the LinkedIn profile you have open, in the same tab.

Add Cleanlist AI to Chrome

What a data quality score measures

A data quality score grades your CRM health from four inputs: database size, email bounce rate, duplicate percentage, and average data age. This free calculator returns a numerical score and a letter grade in seconds, plus specific fixes. Aim for 90 or above; B2B data decays 25-30% per year, so re-score quarterly.

The toolData Quality Score CalculatorRunsRuns in your browserFree quotaUnlimitedTakesCRM size + ratesReturnsquality score

How does this tool work?

Poor data quality silently kills sales performance. This free calculator evaluates your CRM health based on four key metrics: database size, email bounce rate, duplicate record percentage, and average data age. You'll get a letter grade (A through F), a numerical score, and specific recommendations for improvement based on your results.

Who uses the Data Quality Score Calculator?

The people who run it most, and what each one runs it for.

  • Sales teamsCatch a dead address before a rep spends time writing to it.
  • MarketersClean a list before the campaign goes out, so bounces don't hit the sending domain.
  • RecruitersConfirm a candidate's contact details are real before you reach out.
  • FoundersCheck an address before you email an investor, partner or buyer.
  • RevOpsKeep CRM records accurate so routing, scoring and reports hold up.
  • AgenciesCheck client data before it goes into a live campaign.

What does Cleanlist AI do with a whole list?

This free tool checks one record at a time. Watch a real search go from query to an enriched, validated, CRM-ready list: 36 leads, 100% contact fill, synced to HubSpot.

Search, enrich, validate, CRM

36 ICP leads, 100% contact fill, validated and pushed to HubSpot in one flow

Describe the job once. An agent runs it every week.

Clu turns one sentence into an agent. It searches 1B+ profiles, finds verified emails and phone numbers across 25+ providers, adds the people to your sequence and posts each run to Slack.

An example agent run in Cleanlist AI: Weekly ICP outbound, built by Clu from one sentence.

Weekly ICP outbound

Weekly · Monday 8:00 AM

Ran in 11m 42s

Built by Clu from: “Every week, find 500 new people who match my ICP, get their emails and phones, and add them to Series B outbound.”

  1. Searched 1B+ profiles for new ICP matches500 foundPeople Search
  2. Ran the waterfall across 25+ providers487 emails · 412 phonesWaterfall
  3. Verified every email and phoneSMTP + catch-allVerification
  4. Added them to Series B outbound500 peopleSequences
  5. Posted the run to #pipelineSlackAgents

Friday 4:52 PM15 replies · 5 calls booked

Start free trialSee pricing

14 days of Pro, free: 250 credits, 3 seats, agents, Sequences and Clu in Slack. Then Free at 50 credits a month, or Starter at $49 and Pro at $89 a seat a month.

Frequently asked questions

Short answers about the Data Quality Score Calculator: what it checks, what it costs and where it stops.

All free tools
What metrics does the data quality calculator use?

The calculator evaluates four key metrics: your total CRM database size, email bounce rate percentage, duplicate record percentage, and average age of your data in months. Each metric is weighted based on its impact on sales and marketing performance.

What is a good data quality score?

An A grade (90-100) means your data is in excellent shape. B (75-89) is good but has room for improvement. C (60-74) indicates significant issues affecting performance. D (40-59) means your data quality is likely hurting revenue. F (below 40) requires immediate attention.

How can I improve my data quality score?

Start with email verification to reduce bounce rates, then run deduplication to merge duplicate records. Regular enrichment keeps data fresh and fills missing fields. Cleanlist AI handles all three: verification, deduplication, and waterfall enrichment across 25+ data providers.

Now run it on the whole list.

Upload the CSV or describe the list you want. Clu finds, verifies and qualifies every row.

14 days of Pro, free.