Verdict
Choose GTmetrix when
- Agent readiness level matters to you. A current MCP server and REST API make testing agent-callable, but the product does not execute site fixes or retain business context.
Verdict
Choose Seobility when
- Keyword research quality for SEO content matters to you. Strong practical keyword discovery and evaluation with competitor gap analysis and intent/volume data.
- Research depth matters to you. Useful keyword, competitor, backlink, and ranking research, but not positioned as an exhaustive enterprise research database.
- Content execution matters to you. Supports TF*IDF optimization and briefs, but the AI-powered brief is coming soon and no writing/publishing execution is documented.
- AI-search / GEO matters to you. Provides AI-bot accessibility checks and Google AI Overview tracking; broader multi-platform visibility tracking is coming soon.
Read the full reviews: GTmetrix and Seobility.