Terms are listed alphabetically below. Use your browser's find (⌘F / Ctrl-F) to jump to a specific one.
Eloqua(Oracle Eloqua)
Oracle's enterprise marketing automation platform. Mature feature set with strong multi-region and compliance capabilities. Primarily deployed in large enterprise accounts with existing Oracle relationships.
HubSpot Marketing Hub(HubSpot)
All-in-one marketing automation platform that includes CRM, marketing, sales, and service hubs. Strongest at ease-of-use, fast time-to-value, and mid-market B2B fit.
Lead Lifecycle(Lifecycle Stages)
The sequence of stages a lead/contact moves through from first touch to closed-won customer, with defined entry/exit criteria, SLAs, and stage-to-stage conversion measurement. In Marketo, the Revenue Cycle Modeler (RCM) is the native tool for building this model. HubSpot uses lifecycle stages combined with lead status.
Lead Scoring
A model that assigns numeric scores to leads based on behavioral signals (page views, form fills, email engagement), demographic fit (title, function), and firmographic fit (company size, industry). A well-built scoring model calibrates weights against historical SQL conversion rates rather than relying on intuition.
Marketing Attribution
The methodology for assigning credit to marketing touchpoints from first contact to closed-won. Common models: first-touch (credit to first interaction), last-touch (credit to last interaction before conversion), multi-touch (distributed credit across touchpoints). Also common: time-decay (more credit to recent touches) and data-driven attribution (algorithmic models, including Shapley value, trained on conversion data). GA4 and Marketo both support data-driven models.
Marketing Automation Platform(MAP)
Software that automates marketing tasks: email sends, lead nurturing, lead scoring, campaign attribution, and CRM sync. Leading platforms include Marketo Engage, HubSpot Marketing Hub, Salesforce Pardot, and Oracle Eloqua.
Marketing Operations(MOPs · MarOps)
The discipline that owns the marketing automation platform, lead scoring, lead routing, data hygiene, deliverability, attribution, and the technical infrastructure that powers B2B marketing programs.
See: MOPs Audit service
Marketing Qualified Lead(MQL)
A lead that has crossed a calibrated engagement-and-fit score threshold, indicating readiness for Sales follow-up. The threshold should be set against historical MQL-to-SQL conversion data, not intuition.
Marketo Engage(Marketo)
Adobe's enterprise B2B marketing automation platform, founded in 2006 and publicly launched in 2008, acquired by Adobe in 2018. Strongest at complex lead lifecycle modeling, multi-instance enterprise deployments, and Salesforce integration.
See: Marketo Consulting
Model Context Protocol(MCP)
An open protocol developed by Anthropic that lets AI applications connect to external data sources and tools. MCP servers expose capabilities; MCP clients (Claude Desktop, Cursor, Windsurf, and others) use those capabilities directly inside conversation. Increasingly used to connect AI assistants to marketing automation platforms.
See: MCP for Marketo
MOPs Audit(Marketing Operations Audit · Health Check)
A structured diagnostic review of a marketing automation platform covering data quality, lead scoring, deliverability, integrations, campaign architecture, and processes. Standard audits run 2-4 weeks and produce a prioritized fix-list ranked by effort and revenue impact.
Pardot(Salesforce Pardot · Marketing Cloud Account Engagement · MCAE)
Salesforce's B2B marketing automation platform. Tightest Salesforce CRM integration of any MAP, with bidirectional field sync to leads, contacts, accounts, and campaigns configured directly in Salesforce setup. Salesforce has phased out standalone Pardot pricing tiers in favor of bundled CRM edition packages.
Revenue Operations(RevOps)
An end-to-end operating function that aligns marketing operations, sales operations, and customer success operations under one shared data and process layer. Broader scope than MOPs alone.
Sales Accepted Opportunity(SAO)
A qualified deal opened in the CRM with a defined deal value, close date, and stage. Marketing operations typically measures contribution as marketing-sourced or marketing-influenced SAO pipeline.
Sales Qualified Lead(SQL)
A lead that Sales has accepted as fitting the ideal customer profile and has begun active pursuit on. Tracking MQL-to-SQL conversion rate is how MOPs teams measure whether the scoring model is calibrated correctly.
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Related: What is a MOPs audit? · Marketo vs HubSpot vs Pardot · Lead scoring best practices.