competitive-analysis

To generate an evidence-backed SEO competitor report, provide your target domain or URL, one to four competitors, and the market context including location, language, and device. The Skill then orchestrates footprint, share of voice, and gap analysis into a single source-backed comparison.

The best way to compare domain share of voice is through modeled KPI analysis using strict DataForSEO and CTR-curve gating. This approach calculates your market presence against competitors while preserving provider evidence paths and recording limitations when data is missing.

Yes, you can run head-to-head URL comparisons for specific search intents. This mode evaluates individual pages against a competitor's page, analyzing content footprint and brand positioning to produce direct, evidence-backed page-level insights.

Backlink and SERP attachments are optional but recommended for link-gap analysis. When provided, these attachments allow the Skill to perform deep backlink gap comparisons; without them, the tool records data limitations and proceeds with available evidence.

Keyword gap analysis enforces strict provider gating and records limitations when data is missing. It separates raw and normalized evidence output to ensure transparency, preventing the invention of metrics while preserving available DataForSEO evidence paths.

For a full domain competitive SEO analysis, you need a target domain plus one to four competitor domains, market context including location, language, and device, and an optional CTR-curve selection and backlink attachment to enable modeled KPIs and link-gap modules.