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DataLane is a team of engineers, data scientists, and operators working to make local business data accurate, connected, and usable at scale.
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The Best ZoomInfo Alternatives in 2026 (Ranked by What Actually Matters)
What are the best ZoomInfo alternatives for local and SMB segments? DataLane provides the contact layer most ZoomInfo alternatives miss. ✓ Compare options.
Article

The Best ZoomInfo Alternatives in 2026 (Ranked by What Actually Matters)
What are the best ZoomInfo alternatives for local and SMB segments? DataLane provides the contact layer most ZoomInfo alternatives miss. ✓ Compare options.
Article
Article

Salesforce duplicate prevention
Shifts focus from reactive cleanup to proactive prevention by mapping the four entry vectors where duplicates originate -- manual creation, web forms, integrations, and imports -- with specific controls for each. Makes the business case that prevention is structurally cheaper than remediation and outlines the operational ownership required.
Article

Salesforce duplicate prevention
Shifts focus from reactive cleanup to proactive prevention by mapping the four entry vectors where duplicates originate -- manual creation, web forms, integrations, and imports -- with specific controls for each. Makes the business case that prevention is structurally cheaper than remediation and outlines the operational ownership required.
Article
Article

Salesforce duplicate rules
A step-by-step configuration guide for Salesforce Matching Rules and Duplicate Rules, covering standard vs. custom rules, exact vs. fuzzy matching, API enforcement, and Duplicate Jobs for existing data. Includes the common configuration mistakes admins make and a checklist for getting rules into production.
Article

Salesforce duplicate rules
A step-by-step configuration guide for Salesforce Matching Rules and Duplicate Rules, covering standard vs. custom rules, exact vs. fuzzy matching, API enforcement, and Duplicate Jobs for existing data. Includes the common configuration mistakes admins make and a checklist for getting rules into production.
Article
Article

TAM vs SAM vs SOM
Goes beyond definitions to provide three calculation methods (top-down, bottom-up, value-theory), a worked example with specific numbers, and guidance on how investors scrutinize these metrics. Shows how TAM/SAM/SOM should drive territory planning, hiring, and GTM resource allocation rather than just populating a pitch deck slide.
Article

TAM vs SAM vs SOM
Goes beyond definitions to provide three calculation methods (top-down, bottom-up, value-theory), a worked example with specific numbers, and guidance on how investors scrutinize these metrics. Shows how TAM/SAM/SOM should drive territory planning, hiring, and GTM resource allocation rather than just populating a pitch deck slide.
Article
Article

What is data enrichment? A practical guide for revenue and data teams
Introduces the two enrichment models (append vs. discovery), six types of enrichment data, and the step-by-step process for evaluating whether your current approach is leaving revenue on the table. Clarifies the distinctions between enrichment, cleansing, and enhancement, and explains why the sequence matters.
Article

What is data enrichment? A practical guide for revenue and data teams
Introduces the two enrichment models (append vs. discovery), six types of enrichment data, and the step-by-step process for evaluating whether your current approach is leaving revenue on the table. Clarifies the distinctions between enrichment, cleansing, and enhancement, and explains why the sequence matters.
Article
Article

Salesforce duplicate management: the complete admin and RevOps guide
A technical and operational guide to Salesforce's native deduplication system, covering Matching Rules, Duplicate Rules, configuration, and the specific limitations that drive teams toward third-party tools. Quantifies the revenue impact of duplicates -- split pipeline, rep conflicts, wasted enrichment spend -- and lays out a long-term prevention strategy.
Article

Salesforce duplicate management: the complete admin and RevOps guide
A technical and operational guide to Salesforce's native deduplication system, covering Matching Rules, Duplicate Rules, configuration, and the specific limitations that drive teams toward third-party tools. Quantifies the revenue impact of duplicates -- split pipeline, rep conflicts, wasted enrichment spend -- and lays out a long-term prevention strategy.
Article
Article