Inside HG Insights’ Account Prioritization Methodology: How We Score B2B Accounts
Account prioritization only works if the scoring behind it holds up under scrutiny. Most vendors ask revenue teams to trust a score without showing the math: which signals fed it, how they were weighted, why one account outranks another. At HG Insights, we score every account with a documented, glass-box model built on fit, need, […]
Your ICP Is Right. The List You Built From It Is Wrong.
Most RevOps teams have done the ICP work correctly. The segment is defined. The criteria are documented. The personas are mapped. The problem is not the ICP — it is the data layer used to execute it. ICP activation doesn’t fail at the strategy level. It breaks down when a thoughtful set of criteria is […]
Account-Based Marketing Segmentation: How to Use Technographic Data for Precision Targeting
Most ABM programs segment on firmographics and stop there. Company size, industry, revenue, region tells you who an account is. Unfortunately, it doesn’t tell you what they run, whether your product fits their stack, or whether they’re sitting on a contract that’s about to come up for renewal. That gap is exactly where ABM spend […]
Why B2B Lead Prioritization Still Fails After You Build a Scoring Model
Building a scoring model is the easy part of B2B lead prioritization. Marketing Ops teams spend weeks getting the fields right, running the numbers, and shipping a ranked list to sales. Three months later, half that list has never been touched, and nobody can say whether the rankings are still accurate. The model didn’t fail. […]
The Hidden Flaw in Most B2B Lead Scoring Models
Most B2B lead scoring models don’t fail because the leads are bad. They fail because nobody on the sales team believes the number next to each name. A lead scores 91, a rep asks why, and the honest answer is usually “the model decided.” That answer doesn’t change behavior, and a scoring model nobody acts […]
How the Best Market Intelligence Platforms Help B2B Teams Outperform Competitors
Most B2B teams are not short on data. They are short on the right signals at the right time. Pipelines stall, deals slip to competitors, and forecasts wobble, not because teams lack effort, but because the intelligence guiding them is shallow or stale. That is the gap the best market intelligence platforms close. They turn […]
How to Build a Data-Driven Go-to-Market Plan: Lessons from Top B2B Companies
Most GTM plans look clean in strategy slides. The segments make sense, the pipeline target is clear, and the account list seems large enough to begin. Then execution starts, and your reps chase low-fit accounts, marketing optimizes around weak signals, and RevOps spends the quarter explaining why coverage didn’t turn into pipeline. The gap between […]
Account Prioritization Is the Real Reason Pipeline Forecasts Keep Missing
Eighty-seven percent of enterprises missed their revenue targets in 2025, and it happened during the biggest wave of AI investment in the history of B2B sales technology. That is not a coincidence worth ignoring. Account prioritization, the discipline of deciding which accounts a rep works first and why, is where most GTM teams are actually […]
Top 10 B2B Market Intelligence Tools Ranked by Data Coverage and Accuracy
Vendor selection in B2B used to hinge on UI polish and a long feature list. That has shifted. The teams making the smartest decisions in 2026 are filtering tools first by data coverage and accuracy, then by everything else. There is good reason for this. A market intelligence tool with a slick interface but thin […]
How to Use Technographic Data to Identify Your Best-Fit Accounts
For most GTM teams, account fit starts with the familiar filters: company size, market category, annual revenue, regional coverage. You build the list, hand it to sales, and expect the pipeline to follow. Then conversion slows. Sales loses confidence in the scoring model. Marketing can’t explain why the accounts everyone agreed on aren’t moving. The […]