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Insights & Best Practices

Expert guidance on AI-powered lead intelligence, scoring strategies, and B2B marketing best practices to help you convert more leads.

Articles

Lead ScoringAccount ScoringMarketing OpsB2B MarketingProduct-Led GrowthFirst-Party DataPQL
11 min read

Upleveling Your Sales Calls: How to Use Better Account Context Before, During, and After the Call

You're already capturing the product usage. Can your reps act on it for their sales calls?

Prep your next sales call
Lead ScoringProduct-Led GrowthMarket AnalysisB2B Marketing
6 min read

The State of PLG Lead Scoring in 2026

The standalone PLG lead-scoring category consolidated into enterprise suites. Here's what got acquired, what it means for buyers, and the problem none of them fully solved.

See who got acquired
Lead ScoringAccount ScoringB2B MarketingMarketing OpsProduct-Led Growth
13 min read

Account Scoring vs Contact Scoring: Why B2B Needs Both

Most lead scoring focuses on individuals. But B2B buying involves multiple people at one company. Here's why account-level scoring captures what contact scoring misses, and how to implement it.

Score the whole buying group
Lead ScoringProduct-Led GrowthPQLMQLB2B MarketingMarketing Ops
12 min read

PQL vs MQL: When to Use Each (and How to Combine Them for Hybrid GTM)

MQLs capture declared intent. PQLs capture product behavior. Most B2B SaaS teams need both. Here's when each framework fits and how to build a unified scoring model for hybrid GTM.

Combine PQLs and MQLs
Lead ScoringProduct-Led GrowthPQLB2B MarketingMarketing Ops
14 min read

B2B Lead Scoring Criteria: Product Usage Milestones That Actually Predict Conversion

Most lead scoring criteria lists stop at job title and email clicks. Here's how to identify the product usage milestones that actually predict conversion, from activation to collaboration to expansion.

Find your conversion milestones
Lead ScoringAIB2B MarketingMarketing Ops
14 min read

Why Rules-Based Lead Scoring Breaks Down (and How AI Handles the Nuance)

Points-based scoring works until your buying behavior gets complicated. Here's where rules fail, what AI actually does better, and why the foundation matters more than the model.

See where rules fail
First-Party DataLead IntelligenceB2B MarketingData Strategy
4 min read

First-Party Data Strategies for B2B Lead Intelligence

How to build more accurate lead intelligence from the first-party data you already collect, without relying on third-party cookies or external data sources.

Use the data you have
Lead ScoringAIBest PracticesB2B Marketing
5 min read

5 AI-Powered Lead Scoring Best Practices for Modern B2B Teams

Discover how AI transforms lead scoring from a guessing game into a precision science. Learn the strategies that top B2B teams use to prioritize the right leads at the right time.

See the five practices
Lead ScoringAIB2B MarketingMarketing OpsProduct-Led GrowthPQLMQL
22 min read

2026 Guide to AI Lead Scoring

The complete guide to AI lead scoring for B2B SaaS. How to define your outcome, choose the right signals, evaluate tools, and build a scoring system that actually improves pipeline.

Build your scoring system