What problem does it solve? SEO work often relies on improvised, unstructured queries that produce inconsistent results. This Skill structures SEO analysis around the evidence-led FLOW framework (Find, Leverage, Optimize, Win) and surfaces the right stage-specific prompts from a 41-prompt knowledge base instead of ad-hoc questioning. ## Core Features & Use Cases - Stage-Based Prompt Routing: Routes requests to Find (keyword research, gap analysis), Leverage (backlink strategy), Optimize (21 prompts with context-based selection of 2-3), Win (BOFU, conversion audits), and Local (GBP optimization, title tags, meta descriptions) stages. - Context-Aware Prompt Selection: For the Optimize stage, selects the 2-3 most relevant prompts based on industry vertical, prior skill output, and URL signals rather than dumping all 21 prompts. - Evidence-Backed Citations: Ships a bibliography of dated web sources and hashed PDF sources so every statistic in an analysis traces to a verifiable reference. - Use Case: A marketer runs "/seo flow optimize https://example.com/product" and receives a prioritized rewrite brief built from the most relevant optimize prompts, with cross-references to deeper content and technical audits. ## Quick Start Ask the assistant to run the FLOW framework's find stage on your target keyword or URL to get structured keyword research and SERP intent mapping.