AI Qualification

Clean your lists
before they reach sales

Remove noise, validate data, and qualify every account against your criteria so your team only works leads that fit.

Criteria Definition

Define what qualified
means to you

✓
Describe your ideal criteria in natural language, no manual filtering
✓
Landbase applies those rules consistently across large lists
✓
Qualification criteria include firmographic, technographic, and intent signals
Qualification Rules
Criteria applied to 8,412 accounts
Active
Revenue threshold applied
Annual revenue > $5M
Pass
Employee count validated
50 to 500 employees
Pass
Tech stack requirement checked
HubSpot or Salesforce detected
Pass
Industry classification verified
B2B SaaS, fintech, or martech
Checking
Funding stage confirmed
Series A through Series D
Pass
Criteria set
5 qualification rules active
Apply →
Data Validation

Validate unclear or
missing data

✓
Checks roles, company details, and classifications against live sources
✓
Fills in missing fields using real-time web enrichment
✓
Flags records that cannot be verified for manual review
Data Validator
Verifying 4,218 accounts
Validating
Email deliverability verified
3,892 of 4,218 emails confirmed valid
92%
Job titles normalized
VP Sales, Head of Revenue, CRO mapped to standard roles
Done
Company data enriched
Revenue, headcount, and tech stack updated from live sources
Done
Duplicate records merged
186 duplicate contacts consolidated
Processing
Flagged for review
47 records with incomplete data marked
Review
Validation complete
4,171 verified accounts
View →
Noise Removal

Remove noise before
it reaches your team

✓
Only contacts and accounts meeting your criteria pass through
✓
Existing CRM accounts and pipeline duplicates filtered out
✓
Your team spends time on real opportunities, not list cleanup
Qualification Results
Final qualified list
Complete
Total accounts submitted
Original list imported for qualification
8,412
Failed qualification
Did not meet ICP criteria
-2,847
Duplicate or in CRM
Already in pipeline or duplicate records
-1,394
Qualified accounts
Net-new, verified, meeting all criteria
4,171
Avg qualification score
Across all qualified accounts
88
List cleaned
4,171 qualified accounts ready
Export →
Learn More

Learn more about AI qualification

Guide

AI Qualification Explained for B2B Teams

Learn what AI qualification means, how it works, and when to use it instead of manual filtering.

Read more →
Insight

Why Manual List Cleaning Breaks at Scale

Understand why spreadsheets, filters, and enrichment fall apart as lists grow.

Read more →
Playbook

AI Qualification vs. Enrichment

Learn the difference between fixing data after the fact and enforcing quality before outreach.

Read more →
FAQ
What is AI Qualification?

AI Qualification uses artificial intelligence to automatically evaluate and score accounts against your ideal customer criteria. It validates data, removes noise, and ensures only qualified leads reach your sales team.

How does the qualification process work?

You define your criteria in natural language. Landbase applies those rules across your entire list, checking firmographic data, tech stack, intent signals, and more to determine which accounts qualify.

Can it clean data that is incomplete or outdated?

Yes. Landbase validates records against live sources and fills in missing fields like job titles, company revenue, and tech stack. Records that cannot be verified are flagged for review.

How accurate is the qualification?

AI Qualification achieves over 90% accuracy by cross-referencing multiple live data sources. Accounts are scored and ranked so your team can prioritize the highest-fit opportunities.

Does it remove duplicates from my CRM?

Yes. Landbase checks your list against existing CRM records and pipeline data to remove duplicates and accounts already in your system.

What CRMs does it integrate with?

Landbase integrates directly with HubSpot and Salesforce. You can also export qualified lists as CSV for any other tool.

Qualify your lists
automatically

Define your criteria once and let Landbase clean, validate, and qualify every account. See how AI Qualification works for your team.