Data Quality Β· Enrichment Β· Validation Marketplace Agent

Bad data kills deals. Clean data closes them.

Enhances lead and account profiles with verified business and contact information. Continuously updates records, validates accuracy before outreach, and fills gaps that slow down sales. All on your infrastructure.

95%
Data Accuracy
40+
Fields Enriched
70%
Less Bounce Rate
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Lead Enrichment
Before & after comparison
❌ Before
Name John Smith
Email jsmith@...
Title β€”
Company β€”
Phone β€”
Industry β€”
βœ“ After
Name John Smith
Email jsmith@acme.com βœ“
Title VP Engineering
Company Acme Corp
Phone +1 (555) 234-5678
Industry Enterprise Software
6
Fields Added
12
Fields Verified
3
Sources Used
πŸ” Validation Results
βœ“ Email deliverable (MX verified)
βœ“ Phone number active (carrier check)
βœ“ LinkedIn profile matched
βœ“ Company domain confirmed
LinkedIn ZoomInfo Clearbit Hunter.io Company Website

Your CRM is a graveyard. Of bad data.

Incomplete records. Wrong emails. Wasted effort.

  • 30% of CRM data decays annually. People change jobs, companies get acquired, phone numbers change. Your data rots while you sleep.
  • SDRs spend 20% of their time on data entry and research. That's 8 hours a week not selling.
  • Email bounce rates kill sender reputation. One bad list can land your domain in spam folders for months.
  • Leads sit in queue because critical fields are missing. "Marketing Qualified" means nothing without title, company size, or industry.
  • Duplicate records pollute reporting. The same person appears 3 times with slightly different data. Pipeline looks bigger than it is.
  • No one trusts the CRM. Reps keep their own spreadsheets because "the system data is always wrong."

"We bought 50,000 leads last quarter. After cleanup, only 12,000 were usable. The rest had wrong emails, outdated titles, or companies that no longer existed. That's $200K down the drain."

β€” Director of Marketing Operations, B2B Tech

Clean data. Automatically.

Deploy an AI that enriches, validates, and maintains your lead data continuouslyβ€”so your team can trust the CRM and focus on selling.

01

Multi-Source Enrichment

Pulls from 10+ data providers to fill every field. Cross-references sources for accuracy. Builds complete profiles from fragmentsβ€”a name and email become a full contact record.

02

Real-Time Validation

Verifies emails before they're sent. Checks phone numbers against carrier databases. Confirms LinkedIn profiles match. Catches bad data before it causes bounces or wasted calls.

03

Continuous Maintenance

Monitors for changes: job moves, company news, contact updates. Refreshes stale records automatically. Alerts on significant changes like champion departures.

Complete profiles. 40+ fields enriched.

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Contact Info

Full name
Email (verified)
Direct phone
Mobile phone
LinkedIn URL
Twitter/X handle
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Professional

Job title
Department
Seniority level
Function
Reports to
Tenure at company
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Company

Company name
Domain
Industry
Employee count
Revenue range
Headquarters
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Firmographics

Funding stage
Total raised
Year founded
Growth rate
Tech stack
Competitors
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Segmentation

ICP score
Market segment
Vertical
Use case fit
Buying committee role
Persona type
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Intent Signals

Website visits
Content downloads
Search behavior
Competitor research
Technology installs
Hiring signals
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Social

LinkedIn activity
Recent posts
Shared interests
Group memberships
Mutual connections
Engagement level
βœ…

Validation

Email deliverability
Phone validity
Data freshness
Source confidence
Last verified date
Change history

Data that drives revenue.

Inbound Processing

Form Fill Enrichment

Someone fills out a demo form with just name and email. Your SDR needs company, title, and phone to qualify and route the lead properly.

Agent Action

"New form submission: 'Sarah Chen, sarah@techcorp.io'. Enriched in 4 seconds: VP of Operations at TechCorp (Series B, 230 employees, $28M ARR). Direct phone: +1-555-123-4567. ICP Score: 87. Routed to Enterprise SDR team. Slack notification sent."

β†’ Leads qualified and routed in seconds, not hours
List Hygiene

Purchased List Cleanup

Marketing bought a list of 10,000 contacts for an ABM campaign. Before loading it into the system, you need to verify accuracy and fill gaps.

Agent Action

"List analysis complete. 10,000 records processed. Results: 7,200 valid (emails verified, data current). 1,800 corrected (updated titles, new emails). 1,000 rejected (bounced domains, defunct companies). 847 duplicates merged. Net usable: 8,153 contacts. Campaign ready."

β†’ Clean lists before they damage sender reputation
CRM Maintenance

Database Decay Prevention

Your CRM has 500,000 contacts. 30% decay annually. You can't manually verify half a million records, but stale data is costing you deals.

Agent Action

"Monthly refresh complete. 500,000 contacts scanned. Changes detected: 12,400 job changes (updated), 3,200 company changes (re-enriched), 8,700 new emails found (old bouncing), 2,100 champions left companies (alerted account owners). Database health: 94% current (up from 71%)."

β†’ Evergreen database without manual effort
Pre-Outreach Validation

Campaign Launch Protection

You're about to launch a 5,000-email campaign. Last time, 8% bounced and your domain got flagged. You need to verify before sending.

Agent Action

"Pre-send validation: 5,000 emails checked. Results: 4,650 deliverable (send), 180 risky (catch-all domainsβ€”send with caution), 120 invalid (removed), 50 role-based (info@, sales@β€”excluded). Predicted bounce rate: 0.4%. Campaign approved. Sender reputation protected."

β†’ Near-zero bounce rates on every campaign

Everything you need for data excellence.

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Multi-Source Matching

Cross-references 10+ data providers. Reconciles conflicts. Picks highest-confidence data for each field.

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Email Verification

MX record checks, SMTP validation, catch-all detection. Protects sender reputation.

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Phone Validation

Carrier lookups, line type detection (mobile/landline), format standardization.

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Continuous Refresh

Monitors for changes. Updates stale records automatically. Alerts on significant events.

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Deduplication

Fuzzy matching to find duplicates. Smart merging preserves best data. Cleans up messy databases.

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ICP Scoring

Scores leads against your Ideal Customer Profile. Prioritizes highest-fit accounts.

🏷️

Auto-Tagging

Applies segments, personas, and categories automatically based on enriched data.

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Change Alerts

Notifies when champions change jobs, companies get acquired, or key data changes.

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Health Dashboard

Database completeness metrics. Data quality scores. Decay tracking over time.

Connects with your data stack.

Salesforce
HubSpot
ZoomInfo
Clearbit
Apollo
LinkedIn Sales Nav
Hunter.io
Lusha
Cognism
6sense
Bombora
Marketo
Outreach
Salesloft

Know exactly what you're deploying.

Role

Reports to: Revenue Operations
Availability: 24/7 (continuous processing)
Channels: CRM, Data Providers, Slack

Core Responsibilities

  • βœ“ Enrich new leads with complete profiles
  • βœ“ Validate emails and phone numbers
  • βœ“ Deduplicate and merge records
  • βœ“ Refresh stale data continuously
  • βœ“ Score leads against ICP criteria
  • βœ“ Alert on significant data changes

Decision Authority

  • βœ“ Update CRM fields with enriched data
  • βœ“ Merge duplicate records
  • ⚑ Flag low-confidence matches for review
  • βœ— Delete records without approval
  • βœ— Contact leads directly
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Full Agent Job Description

Complete specification including field mappings, validation rules, and data source priorities.

Download .docx

What's Inside

  • β—ˆ Field mapping configuration
  • β—ˆ Data source priority rules
  • β—ˆ Validation threshold settings
  • β—ˆ Deduplication matching logic
  • β—ˆ ICP scoring criteria
  • β—ˆ Refresh schedule settings
  • β—ˆ Alert condition definitions

Use with Weaver

Configure your data provider accounts, define ICP criteria, and set validation thresholds for your data quality standards.

Your data. Your rules. Your infrastructure.

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Agent (One-Time)

Pay once. Own the asset. Full source code on Google ADK. Deploy, modify, extend.

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Lead Data Stays

Contact records, enrichment history, and scoring models never leave your infrastructure.

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Annual Assurance

Security updates, data provider compatibility, and platform support. You own agents; you subscribe to safety.

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Weaver Customization

Connect your data providers, define ICP criteria, and configure validation rules.

Stop selling to bad data. Start with clean records.

Deploy the Lead Enrichment Agent on your infrastructure. Complete profiles. Verified contacts. Data you can trust.

Book a Demo