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Each category groups tools around a specific marketing job and its supporting capabilities.

Technical SEO, structured data, entity intelligence, and generative-search visibility tools.

Research, semantic planning, content operations, optimization, and performance intelligence tools.

Agent orchestration, connectors, governance, observability, and marketing-intelligence infrastructure.

Product data, merchant discovery, agent-ready offers, checkout, payment, and transaction infrastructure.

Campaign research, paid-media automation, measurement, experimentation, governance, and optimization tools.

Email marketing, lifecycle messaging, transactional delivery, segmentation, and automation tools.

Prospecting, enrichment, cold email, deliverability, sequencing, and sales-engagement tools.

Behavior analytics, product analytics, experimentation, landing pages, attribution, and conversion research.

Workflow automation, API integration, webhooks, agent actions, data movement, and orchestration tools.