Research for finding and prioritizing your best B2B buyers.
Practical guidance for revenue leaders deciding which markets, accounts and people deserve attention, and what evidence should change that decision.
How to Improve B2B Lead Quality
Build a stronger definition of quality by connecting customer fit, person-level buyer behavior, buying-group context and sales outcomes.
The operating questionWhy is marketing generating leads that sales does not want?
A practical framework for improving the market, the priority and the people entering the pipeline.
Latest research.
Each guide answers a specific revenue decision and links to the related concepts the team needs next.
Stop Buying Leads. Start Building Customer Intelligence.
How Customer DNA connects your best customers, matched companies and the people behind the next opportunity.
The Modern B2B Ideal Customer Profile
Build market fit from customer outcomes, then connect the account to the people behind the decision.
ICP Scoring: How to Measure B2B Customer Fit
Turn the ICP into an explainable fit model while keeping current buyer activity separate.
B2B Account Scoring
Decide what belongs in the score and how fit, buyer movement and buying groups work together.
How to Prioritize B2B Accounts and Prospects
Give sellers a clear reason to focus on one account, opportunity or person before another.
How to Improve B2B Sales Prospecting
Improve prospecting by giving sellers a better market, better priorities and clearer reasons to engage.
B2B Sales and Marketing Alignment
Give both teams one market, shared buyer definitions and coordinated priority rules.
How to Improve B2B Pipeline Coverage
Build enough credible opportunity value to support the revenue target.
B2B Buyer Intelligence
Connect customer fit, people, buying groups and current buyer movement.
How to Identify a B2B Buying Group
Map the people who shape, evaluate, approve and use the purchase.
What an AI ICP Builder Should Actually Learn
Define the evidence an AI ICP model should learn from and explain.
How to Generate More Qualified B2B Pipeline
Build pipeline around strong fit, relevant people and measurable progress.
Why Is Your B2B Sales Pipeline Drying Up?
Diagnose the market, buyer access and conversion problems behind a shrinking pipeline.
How to Improve B2B Pipeline Quality
Increase confidence in opportunities through fit, people and buying-group evidence.
Why Does Sales Say Marketing Leads Are Bad?
Fix the fit, person, context and feedback problems behind lead-quality conflict.
Account Scoring vs Lead Scoring
Understand when to score the company, the person and the buying group.
What Are B2B Buyer Signals?
Learn which buyer signals matter and how to connect them to real people and fit.
How to Build a B2B Target Account List
Build a market from customer outcomes, company fit, buying groups and current buyer evidence.
How to Know Which B2B Accounts Are In Market
Connect strong fit to person-level movement and buying-group activity.
Why Do B2B Deals Stall?
Diagnose the fit, stakeholder and decision gaps that stop opportunity progress.
How to Improve B2B Win Rate
Improve opportunity quality, buying-group coverage and learning from closed outcomes.
How to Find B2B Decision-Makers
Map the people who shape, approve, evaluate and use the purchase.
Apply buyer intelligence to the decisions your team makes.
These longer guides connect the core concepts to market design, prioritization, buyer evidence, and daily revenue execution.
How to Build an Ideal Customer Profile With AI
Use customer outcomes, company understanding, buying groups, exclusions, and human control to build a market your team can act on.
What Is Buyer Intelligence?
Understand how fit, people, context, movement, and outcomes combine to improve the next revenue decision.
Account Prioritization
Rank the companies and people most likely to become valuable customers, then explain why each deserves attention.
Buyer Intent Signals
Separate useful buyer movement from noise by connecting each signal to customer fit, the right people, and a credible next action.
Explore by revenue decision.
Follow a complete topic path or start with the decision creating the most friction for your team.
Customer fit
ICP & Customer DNA
Compounding Customer Intelligence
What Is B2B Customer DNA?Winnable Market vs TAMThe Modern B2B ICPTarget Account ListsICP ScoringAI ICP BuilderWhat AI ICP Should LearnBuild an ICP With AI
Buyer understanding
Buyer Intelligence & Buying Groups
What Is Buyer Intelligence?Evaluate Buyer Intelligence PlatformsB2B Buying GroupsBuying-Group CoverageBuyer Intent SignalsFive Types of Buyer SignalsIn-Market AccountsDecision-Makers
Seller focus
Prioritization & Prospecting
Account PrioritizationHow to Prioritize AccountsB2B Account ScoringAccount vs Lead ScoringB2B Sales ProspectingSales Prioritization Platform
See how the evidence becomes a revenue priority.
Explore Customer DNA, buyer movement and the people behind the buying decision.
NEW BUYER INTELLIGENCE GUIDES
New research for finding the person behind the signal.
Three practical guides compare intent and visitor identification by the output revenue teams can actually use.
B2B INTENT DATA
Best B2B Intent Data Provider
Compare account signals, named buyers, market precision and activation.
B2C INTENT DATA
Best B2C Intent Data Provider
Evaluate named audiences, behavioral relevance and channel readiness.
WEBSITE VISITOR ID
Best Website Visitor ID Software
See how company-level and person-level identification differ.
QUESTIONS FROM REVENUE LEADERS
Clear answers for building a better B2B market.
Practical guidance for defining the right companies, learning from revenue outcomes and helping sales act on buyer activity.
CUSTOMER DNA AND ICP
How Do I Find More Companies Like My Best Customers?
Turn customer outcomes and company detail into a precise market your team can approve.
WINS AND LOSSES
Can Our Wins and Losses Find Better Prospects?
Use CRM outcomes to sharpen the ICP and improve the next prospecting cycle.
PIPELINE QUALITY
Why Is Our Pipeline Full but Revenue Is Still Missing?
Find the fit, buyer access and coverage problems hiding inside a healthy-looking pipeline.
SALES FOCUS
How Can My Reps Know Who to Call and Why?
Give reps the company, person, role, activity and CRM context behind the next call.