Research depth
Discovery
How well the tool supports keyword, competitor, SERP, backlink, or market research before execution.
AirOps
Excellent research depth across AI-search visibility, competitors, citations, pages, prompts, content opportunities, and SEO data.
The homepage and docs describe citation tracking, competitor intelligence, share of voice, prompts, Pages that combine AI search, Google Search Console and GA4 metrics, and content strategy research using search trends and competitor content.
SEOmatic
Strong site and search research, though primarily focused on connected properties.
Nightly crawling checks nine issue types; agents read Search Console, Google/AI search and build a ranked plan. Official source: https://seomatic.ai/features/site-audit