ABM

Account Scoring

Definition — Account Scoring

Account scoring is the process of assigning a numerical value to target accounts based on their fit with your ICP and their behavioral engagement signals, enabling ABM teams to prioritize outreach and resource allocation to the highest-potential accounts. A robust account scoring model combines firmographic fit, technographic fit, intent signals, and engagement data.

Quick Answer

What is Account Scoring?Account scoring is the systematic process of quantifying the quality and readiness of target accounts for sales engagement by assigning numerical scores based on multiple dimensions: firmographic fit (how well the company matches your ICP criteria), technographic fit (tech stack compatibility and signals), intent signals (research behavior indicating active evaluation), engagement

What is Account Scoring?

Account scoring is the systematic process of quantifying the quality and readiness of target accounts for sales engagement by assigning numerical scores based on multiple dimensions: firmographic fit (how well the company matches your ICP criteria), technographic fit (tech stack compatibility and signals), intent signals (research behavior indicating active evaluation), engagement signals (interaction with your content, ads, website, and outreach), and relationship signals (existing connections, previous sales conversations, account tier status). Scored accounts enable marketing and sales to prioritize resources on the highest-potential opportunities.

Account Scoring Model Components

A typical two-dimensional account scoring model has: (1) Fit Score: measures how closely the account matches your ICP on firmographic and technographic dimensions (industry match, company size, tech stack compatibility). This is a static or slowly-changing score reflecting account profile quality. (2) Engagement Score: measures how actively the account is engaging with your brand across channels (website visits, ad clicks, content downloads, webinar attendance, email opens, social interactions). This is a dynamic score that rises with activity and decays over time without engagement. High-fit plus high-engagement (often visualized in a 2×2 matrix) identifies your hottest accounts for immediate sales prioritization.

Frequently Asked Questions

What account score should trigger an SDR outreach sequence?

The threshold varies by company and model, but a common approach: accounts that score in the top 20% on fit AND show recent engagement activity in the past 30 days are flagged for immediate SDR sequence initiation. Some companies use a combined threshold: fit score above 70/100 plus any intent signal surge. The key is to define the threshold based on analysis of historical win rates by score cohort: accounts in which score range historically close at what rate? Set your outreach trigger at the score where conversion probability justifies SDR investment.

Should I score accounts and contacts separately?

Yes. Account-level scoring (the company) and contact-level scoring (specific people within the company) serve different purposes. Account scoring determines which companies to target. Contact scoring within those accounts determines which individuals to prioritize for outreach and which buying committee members are showing the most engagement. A Marketing Qualified Account (MQA) designation typically combines both: an account that scores above threshold for fit AND has at least one contact showing engagement signals above threshold.

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