Insights & Editorial

BIGDBM Insights

Identity data, B2B marketing, and privacy compliance — from the people building the infrastructure behind it.

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eCommerce audience strategy
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Carmen Balanean · Aug 24, 2026

Why Your eCommerce Promotions Keep Missing the Right People (And What to Do About It)

Most eCommerce promotions fail not because of bad creative, but because of bad audience strategy. Here's how identity data and real-time intent signals work together to fix it.

Who Really Owns Commercial Real Estate?
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Carmen Balanean · Aug 14, 2026

Who Really Owns Commercial Real Estate? How to See Through the LLC

The deed says "Saguaro Holdings LLC." The trail goes cold. Here's how LLC-to-owner matching works, and the six data layers you need to reach the decision-maker.

Getting Started with BigDBM APIs
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Elinor Sevy · Jul 20, 2026

Getting Started with BigDBM APIs: Build Smarter Data Workflows

A practical guide to integrating BigDBM APIs for contact enrichment, company lookup, email verification, and lead generation — with sample code and production best practices.

How Data Is Reshaping Modern Sports
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Elinor Sevy · Jul 10, 2026

How Data Is Reshaping Modern Sports, and the Business Behind It

Performance analytics, fan identity intelligence, and AI-driven decision engines are no longer emerging trends — they are the new competitive baseline in modern sports.

If Data Is the New Oil, BIGDBM Is Building the Refinery
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Lesley Lempel · Jun 19, 2026

If Data Is the New Oil, BIGDBM Is Building the Refinery

Most enterprise data pipelines process less than 10% of the data they collect. BIGDBM's infrastructure transforms raw, siloed data into refined, actionable intelligence at scale.

Pixels: The Intelligence Layer Behind Modern Identity Resolution
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Elinor Sevy · Jun 12, 2026

Pixels: The Intelligence Layer Behind Modern Identity Resolution

BIGDBM Pixels bridges anonymous digital activity and actionable identity intelligence, powering real-time enrichment, audience targeting, and privacy-compliant marketing.

More Insights

Intent data and audience strategy
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Carmen Balanean · May 25, 2026

Your Campaigns Are Missing the People Already Looking For You

Most campaigns are built around who a customer could be, not who is actively searching right now. Here's how intent data and identity resolution close that gap.

EMR vs Snowflake vs Databricks
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Lucian Muresan · May 22, 2026

EMR vs Snowflake vs Databricks: Choosing the Right Data Platform at Scale

Comparing EMR, Snowflake, Databricks, BigQuery, and Redshift — what each does well, where it breaks down, and how to choose based on your actual workload profile.

First-Party Data vs Third-Party Data
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Lucian Muresan · May 22, 2026

First-Party Data vs Third-Party Data: What Actually Matters in 2026

In 2026, what determines data quality is sourcing and RFIS scoring — not the 1P/3P label. Here's what to actually evaluate when choosing a data provider.

What Is Intent Data?
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Lucian Muresan · May 22, 2026

What Is Intent Data? A B2B Buyer's Guide

A practical guide to B2B intent data — what it is, how buyer signals are collected, and why identity-resolved intent outperforms device-level signals that require a separate enrichment step.

Identity Graph vs. CDP
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Lucian Muresan · April 10, 2026

Identity Graph vs. CDP: What's the Difference and Which Do You Need?

A thorough comparison of identity graphs and CDPs — what each does, where they overlap, and when you need one, the other, or both in a mature data stack.

How to Audit Your Match Rates
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Lucian Muresan · April 3, 2026

How to Audit Your Match Rates (And What to Do When They're Low)

A step-by-step guide to auditing identity data match rates — what good looks like, the most common causes of low performance, and how scored resolution closes the gap.

CCPA Compliance Checklist for Marketers
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Lucian Muresan · March 27, 2026

CCPA Compliance Checklist for Marketers: What You Need to Know in 2026

A practical checklist covering the five key CCPA/CPRA obligations most relevant to marketers using third-party data — opt-out rights, purpose limitation, sensitive data consent, retention policies, and rights request fulfillment.

The Future of the Identity Graph
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Lucian Muresan · October 5, 2025

The Future of the Identity Graph

How identity graphs are evolving beyond device matching — covering AI-powered confidence scoring, privacy-first infrastructure, and what next-generation identity resolution looks like in a post-cookie landscape.

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