Data Quality

Real-Time Data Validation You Can Trust

Bad data costs sales teams 27% of their revenue. Our multi-layer validation process cross-references 100+ data sources, verifies every contact in real-time, and continuously monitors for changes so your pipeline never runs on stale information.

95%+

Data Accuracy

Real-Time

Verification Checks

100+

Data Sources

90-Day

Re-Verification Cycle

Our Validation Process

Five layers of verification ensure every contact meets the highest data quality standards.

01

Multi-Source Aggregation

We aggregate data from over 100 independent sources including public filings, corporate websites, professional networks, press releases, job boards, and proprietary data partnerships. Each data point is cross-referenced across multiple sources to establish a confidence score before it ever enters our database.

02

AI Pattern Recognition

Machine learning models trained on billions of data points detect anomalies, inconsistencies, and outdated information automatically. Our AI identifies patterns like job title changes that typically follow funding rounds, company restructurings, or seasonal hiring cycles, flagging contacts for re-verification proactively.

03

SMTP & Phone Verification

Every email address is validated against SMTP servers to confirm the mailbox exists and accepts messages. Phone numbers undergo carrier lookup and line status verification. This direct channel verification layer catches invalid contacts that source-level checks alone would miss.

04

Human Review Layer

Edge cases and low-confidence records are escalated to our data quality team for manual review. This human-in-the-loop approach catches nuanced issues that automated systems miss, such as contacts at recently acquired companies or executives who hold roles at multiple organizations simultaneously.

05

Continuous Monitoring

Validation does not stop after the initial check. Every contact in our database is re-verified on a rolling 90-day cycle. We monitor for job changes, company closures, email bounces, and phone disconnections in near real-time, automatically updating records and flagging stale data before it reaches your team.

Validation impact

97%

Email Deliverability

After validation

90%

Phone Accuracy

After verification

95%

Job Title Accuracy

Confirmed current

3%

Bounce Rate

Industry low

What We Validate

Every critical data point is individually verified to ensure end-to-end accuracy.

Email Deliverability

SMTP verification, bounce prediction, and inbox placement scoring

Phone Connectivity

Carrier lookup, line status, and line type classification

Job Title Accuracy

Current role verification against LinkedIn and company directories

Company Status

Active business verification, M&A tracking, and closure detection

Social Profile Links

LinkedIn URL validation and profile matching confirmation

Physical Address

HQ location confirmation with USPS and international postal validation

Freshness Guarantee

Data Freshness Guarantee

B2B contact data decays at a rate of roughly 30% per year. People change jobs, companies restructure, and phone numbers get reassigned. Our continuous monitoring system ensures you are always working with the freshest data available.

90-day re-verification cycle

Every contact is re-checked at least once every 90 days against all validation layers.

Stale data automatically flagged

Contacts with detected changes are flagged and excluded from exports until re-verified.

On-demand verification at export

Every contact is re-verified in real-time the moment you export or reveal it.

Data Freshness Timeline

Verified today Fresh
Within 30 days Current
31-60 days Good
61-90 days Re-verifying
90+ days Flagged for review

How We Compare

See how the8.ai stacks up against other B2B data providers on key data quality metrics.

Metric the8.ai ZoomInfo Apollo Lusha
Email accuracy 95%+ ~85% ~80% ~82%
Phone accuracy 90%+ ~70% ~65% ~75%
Real-time verification Yes Partial No Partial
Re-verification cycle 90 days Quarterly Unknown Unknown
Bounce rate guarantee <5% ~10-15% ~15-20% ~10-15%

Stop Losing Deals to Bad Data

Experience the difference that 95%+ accuracy makes. Get a free data quality audit and see how the8.ai compares to your current provider.

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