Preserve the source
Record the public URL, capture date, page type, and exact observed text. Distinguish those facts from inferences about the competitor's strategy, traffic, or results.
Research tool
Find competitor patterns worth reviewing.
Use public signals to form hypotheses. Arki never presents competitor inference as verified fact.
Public-source research
What is a competitor topic gap?
A topic gap is an observed theme or page pattern that a competitor covers and your current inventory may not. It is a research prompt, not proof that your team should copy or publish it.
Qualify every candidate
Check buyer relevance, product fit, existing page overlap, available evidence, and production cost. Reject gaps that do not support a useful decision for your own audience.
Continue the workflow
Evaluate the candidate with Keyword Worth, assign it in the Page Matrix, or see the complete SEO and GEO toolset.