What Is an MQL?

A marketing-qualified lead (MQL) is an individual contact who has demonstrated enough interest, fit, and engagement that the marketing team judges them ready for sales follow-up. MQL is a person-level construct based on a defined scoring threshold that combines demographic fit (role, seniority, function), firmographic fit (company industry, size, geography), and behavioral signal (content engagement, page views, form fills). It remains the canonical handoff point between marketing and sales in lead-based B2B funnels.

What Is Technographic Data?

Technographic data is the dataset that describes the technologies a company uses: CRM, marketing automation, analytics, cloud infrastructure, security tooling, and adjacent stack components. Vendors detect the stack through web crawls, DNS records, JavaScript signatures, certificate transparency logs, and partner integrations. B2B revenue teams use technographic data to qualify accounts, gate outreach, time competitive replacement plays, and personalize messaging by stack context across the buying cycle.

What Is Firmographic Data?

Firmographic data is the company-attribute dataset that profiles businesses by industry, employee count, revenue, geography, ownership, and growth stage. It is to companies what demographic data is to people, and it forms the structural foundation of every B2B segmentation, ICP, and account-based motion. Revenue teams use firmographic data to define their ideal customer profile, build target lists, gate ad audiences, and route inbound leads to the right sales motion across the funnel.

What Is First-Party Intent Data?

First-party intent data is signal captured directly on a B2B seller's owned properties: website visits, content downloads, pricing-page views, demo requests, email engagement, product usage, and form fills. The signal is collected without third-party data sharing, resolved to the company through visitor identification, and used to prioritize accounts, trigger outreach, and personalize the buyer experience. First-party intent is the highest-precision signal a revenue team owns and the most durable in a privacy-shifted landscape.

What Is Third-Party Intent Data?

Third-party intent data is signal about an account's research behavior captured outside the seller's owned properties and supplied by a data vendor. The vendor aggregates content consumption, keyword research, and review-site activity across a network of publishers and resolves the activity to the company level. Revenue teams use third-party intent data to surface accounts that are in-market before they engage the seller's own site, extending pipeline coverage beyond known accounts.

What Is Account-Based Engagement?

Account-based engagement is the measurement and orchestration of every meaningful interaction between a target account and a B2B brand, rolled up to the company rather than the individual lead. It includes ad impressions, web visits, content downloads, email opens, calendar invites, sales outreach, and product usage when applicable. An engagement score expresses the rolled-up signal as a single number that revenue teams use to prioritize plays, trigger handoffs, and diagnose stalled accounts.

What Is Account-Based Experience?

Account-based experience (ABX) is the discipline of treating every interaction a target account has with a brand as a coordinated, account-aware sequence rather than a set of isolated channel touches. ABX extends account-based marketing across the full journey, from first ad impression to closed-won and onward to expansion. Marketing, sales, SDR, success, and product touches are orchestrated against the account, not the channel, so the account experiences a single, consistent narrative.

What Is Account-Based Advertising?

Account-based advertising is paid media targeted at a named list of companies rather than at broad demographic or interest audiences. Spend is gated so impressions and clicks land only on the seller's target accounts, usually through company-list targeting on LinkedIn, programmatic display tied to firmographic identity, or IP and reverse-DNS resolution. The motion treats the company, not the keyword or persona, as the addressable unit and reports outcomes against accounts.

What Is a Target Account List?

A target account list (TAL) is the prioritized subset of the broader account list that a B2B revenue team commits to pursuing in the current quarter with full account-based marketing treatment. It is the working object that drives 1:1 plays, 1:few campaigns, ad targeting, and AE coverage. The TAL is smaller, more current, and more contested than the parent account list, and it carries explicit ownership at the AE level so every listed account has a named owner.

What Is an Account List?

An account list is the named set of companies a B2B revenue team commits to pursuing as a coordinated unit. It is built by filtering the addressable market through the ideal customer profile, applying capacity constraints, and ranking the survivors by fit and intent. The account list is the operating object that sales, marketing, and SDR teams share so coverage, advertising, outbound, and reporting stay aligned on the same companies week after week.

Last updated 2026-04-28. Aligning content strategy with ABM objectives is no longer a planning exercise. It is the difference between a content engine that compounds and one that produces noise nobody on your buying committees remembers.

Last updated 2026-04-28. We rewrote this guide for the 2026 reality: AI search summarizes generic content marketing posts on the SERP, B2B buyers are doing more pre-vendor research than ever, and the teams winning are routing content through an account-level lens rather than a persona-level one.