What belongs in Marketing automation?
Triggers, journeys, lead management and handoffs.
Lifecycle & Performance · Topic hub
Answer first
Marketing automation covers triggers, journeys, lead management and handoffs. Marketing AI Geek tracks the products, companies, workflows, pricing and evidence that help marketing leaders, operators, agencies and growth teams understand this part of AI marketing technology.
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Explore topic 03Decisioning, recommendations and next-best actions.
Explore topic 04Experimentation, analysis and experience changes.
Explore topicQuestions this desk answers
Triggers, journeys, lead management and handoffs.
We maintain structured profiles and category maps, then record launches, integrations, pricing changes and material product movement.
Start with workflow fit, implementation requirements, total cost and evidence. Company-supplied claims remain distinct from independently observed use.
The Research Desk attaches source states, last-reviewed dates and correction routes to material records, with deeper updates published through the Intelligence and Data desks.
Three evidence routes
Tests, workflows and structured product evidence from the signature research desk.
Open Intelligence 02 · DataSource ledgers, public schemas, downloadable files and original benchmark pipelines.
Open Data Lab 03 · CompaniesCompany profiles, category movement, product launches and material changes.
Browse companiesResearch standard