Your business competitors and your SEO competitors are usually different sets. SEO competitors are whoever ranks above you for your money keywords — even if their business is not directly competing.
Workflow: list 10-20 of your highest-value commercial keywords. For each, note the top 5 organic ranking domains. Tally frequency. Your true SEO competitors are the 3-5 domains that appear most often.
This is the 2026-specific layer that 80% of competitor-analysis workflows still miss. Pull their citation share for your top 20 commercial queries inside ChatGPT Search, Perplexity, and Google AI Overviews using a tool like Profound or Otterly.
Map AI-citation share against classic-Google rank. Frequently, the AI-cited brand is NOT the top-ranking brand — which is your opening to win the AI surface even if you cannot dethrone them in classic SERP. The brand winning AI citations on commercial queries is winning the future of organic.
The analysis is worthless without a prioritized backlog. Take everything you have learned and force-rank it on (a) potential traffic / revenue impact and (b) effort to ship. Pick the top 5-8 items that fit a 90-day delivery window.
A typical 90-day output: 2 cornerstone-asset content pieces (closing identified gaps), 1 site-architecture or technical fix (closing identified UX gap), 1 schema upgrade (closing AI-citation gap), 1 link-building initiative (closing identified link gap), and 1 AI-citation optimization sprint.
Three to five real SEO competitors is the right depth for an actionable plan. More than five and the analysis dilutes; fewer than three and you miss patterns.
Full deep-dive: annually. Lightweight refresh (top-pages and links delta vs last quarter): quarterly. Weekly competitor monitoring is overkill for most businesses.
Identify the long-tail topics where they are weak (outdated content, no video, no original data). The path to compete is rarely head-on; it is finding their gaps and being the better resource on those specific topics first.
Your published content is already public. The analysis itself — what you do with what you learn — is what compounds. Spend the worry budget on shipping, not on hiding.