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Expert perspectives on data strategy, identity resolution, and marketing technology.

B2B Intent Data Providers: How to Test Signal Decay
Intent data has a short shelf life.
Latest Articles · Page 6

Intent Data ROI: Tie Provider Signals to Pipeline, Win Rate, and Cycle Time
Prove intent data ROI with clean tagging, matched bake-offs, and three outcomes: pipeline influence, win rate lift, and shorter cycles.

What Visitor Behavior Analytics Should Change in Your Marketing Plan
If your analytics don't move budget, content, or sales handoffs, they're decoration. Here's what should change.

Turn CSV Appends Into Outreach Workflows That Convert
A CSV append is not an outreach strategy.

Aligning Server-Side Tracking with Post-Cookie Retargeting Goals
Server-side tracking works best when it captures the signals that decide who belongs in a retargeting audience, who should be suppressed, and who deserves higher-value messaging.

Waterfall Match Logic for Stronger Email and Mobile Coverage
Email and mobile coverage is not just a matter of buying more data.

How to Measure Enrichment Accuracy Before Sales Outreach
Sales reps should not be the last quality-control layer for enriched records.

Prevent Audience Drift with Scheduled Refreshes and Intent Rules
Audience drift starts when customer data and buying behavior change faster than your campaign rules.

Suppression Rules That Cut Wasted Spend on Meta and Google
Suppression rules are one of the fastest ways to cut wasted impressions, improve retargeting efficiency, and protect CAC across Meta and Google.

Improve Seed Audience Quality Before Lookalike Campaigns
Lookalike performance starts with the source audience, not the settings inside Meta Ads, Google Ads, or any other ad platform.

Scale CRM Enrichment Without Adding Bad Data
CRM enrichment only works when data quality rises with record volume.

Map Anonymous Sessions to People Without Losing Attribution
You can map anonymous visitors to known people without breaking marketing performance attribution.

Using Intent Signals to Build Paid Audiences That Convert
Paid audiences convert faster when they reflect what people are doing now, not just who they are on paper.
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