AlignStat Web Tool

AlignStat Web Tool analyzes a page against a target SEO brief to quantify alignment and guide edits. It ingests page_content, target_keywords, language, and optional brief or audience intent to compute a set of scores. The primary output is an overall alignment_score (0-100) plus a breakdown by metrics.

Core metrics include keyword_coverage, semantic_relevance, readability, and structure_score. Keyword_coverage measures how many target terms appear and in what frequency. Semantic_relevance uses vector-based similarity between the page content and the intended topics. Readability evaluates how easily the text can be understood. Structure_score checks heading hierarchy and internal link usage.

How it works conceptually: the tool builds term vectors from the target keywords and page content, computes similarities, and maps readability to a 0-100 scale. It flags gaps and provides concrete recommendations such as adding missing terms, adjusting paragraph lengths, and restructuring headings. It supports multilingual content by applying language-specific tokenization and readability formulas.

Who benefits: SEO teams, content editors, and marketing agencies who need objective, repeatable content audits. Unique value lies in combining semantic analysis with structural checks and exportable reports that translate metrics into actionable edits. Common use cases include auditing a blog post, optimizing a landing page, and benchmarking against a content brief.