Agent readiness level
Automation
How ready the product is to operate as or inside an AI agent workflow, based on tracked subcriteria for autonomy, controls, integrations, memory, and evaluation.
Keyword.com
4/5
Native MCP and REST APIs cover many research, rank, alert, and AI-visibility operations, but durable agent memory and formal evaluation are limited.
Keyword.com's MCP documentation lists 67 tools and approval-gated write actions across ranking, research, alerts, sharing, and AI visibility. https://www.keyword.com/docs/mcp/
Profound
5/5
Agents are a first-class product with templates, configurable tools, Sheets scale, approvals, and closed-loop optimization.
Official Agents page documents no-code workflows, web scraping, LLM prompts, API calls, AEI lookups, approvals, CMS publishing, and iterative citation learning: https://www.tryprofound.com/features/agents