B2B attribution modeling answers: which touchpoints deserve credit for this closed deal? Unlike last-click attribution (which credits only the final interaction), attribution models distribute credit across multiple touchpoints based on their contribution to the sale.
Intent signals are behavioral indicators that reveal when a prospect or account is actively engaged in evaluation and buying activity. They include website visits to competitor or industry vendor sites, searches for product-related keywords, content downloads (whitepapers, case studies, comparison guides), registration for webinars or events, job postings for roles that suggest technology adoption, mentions in news or social media, funding announcements, and changes in company leadership. These signals indicate higher probability of a buying decision in the near term compared to accounts showing no activity.
Account intelligence is the collection, aggregation, and analysis of structured data about prospect and customer accounts to inform go-to-market strategy and accelerate deals. It combines firmographic data (company size, industry, location), technographic data (tools and platforms in use), intent signals (buying behavior and research activity), change events (executive changes, funding announcements, layoffs), and financial metrics (funding, revenue, growth rate) into a unified profile. This intelligence enables sales and marketing teams to prioritize accounts, personalize outreach, and time engagement when buying signals appear.
An account health score assesses how well a customer account is progressing and whether they will renew or expand. It combines product usage (feature adoption, logins, API calls), engagement (support interactions, training), account growth (users added, expansion), and sentiment (NPS, support ticket tone).
First-party intent data is behavioral information from your own website, email, and marketing platforms: page visits, content downloads, email engagement, event registration, demo requests, pricing page views, form submissions. Unlike third-party intent data that monitors the internet, first-party data is owned by you and comes from visitors engaging with your properties.
Firmographic data is demographic information about companies rather than individuals. It describes what a company is, where it operates, how big it is, and its financial health. Standard firmographic attributes include: company name, industry classification (SIC, NAICS codes), number of employees, annual revenue, headquarters location, subsidiary and parent company relationships, years in business, funding status and amount, technology stack, and organizational structure (C-suite composition, board members).
Fintech vendors operate in a highly regulated, data-sensitive market. Your buyers include banks, credit unions, insurance companies, and other financial institutions. They’re risk-averse and require comprehensive compliance documentation. They move slowly through formal approval processes.
Demand generation has become the heartbeat of B2B marketing. In a market flooded with alternatives, the companies that win are those that consistently generate qualified pipeline and convert that pipeline into revenue.
Deal velocity measures how quickly opportunities progress through your sales process. It reflects your sales organization’s momentum and efficiency. Fast deal velocity means opportunities move quickly from discovery to close. Slow velocity indicates deals linger in stages, delaying revenue and increasing deal loss risk.
A buyer committee is the group of decision-makers and influencers within a prospect organization who collectively evaluate, negotiate, and approve a purchase. In enterprise B2B deals, especially in software and services, a buyer committee typically includes executives from procurement, finance, operations, IT, and the business unit requesting the solution. Each committee member brings different priorities: IT cares about integration and security, finance focuses on ROI and cost, operations wants ease of adoption, and end-users emphasize features that solve their workflow problems.
B2B personalization means crafting offers and messaging that speak directly to the specific challenges, priorities, and context of a prospect organization and its individuals. A finance executive at a healthcare company cares about different things than an operations executive at a manufacturing firm.
Revenue intelligence has become essential for modern B2B sales teams. Your sales reps talk to prospects, send emails, schedule meetings, and move deals through your pipeline. But you often lack visibility into what’s actually happening in those deals. Are prospects engaged? Is momentum building or stalling? Who’s involved in the decision? What’s the real probability of closing?