Structural analysis of your content: schema, entity presence, depth, freshness, and answer directness. Mapped directly to the pages LLMs actually cite, so recommendations tie back to citation outcomes rather than SEO best-practice checklists.
Each module measures a specific structural signal LLMs use to decide whether a page is worth citing. Every module runs on every page you register, at every campaign run.
Validation across Organization, Article, FAQ, Product, Person, Course, and Service schema types — flagging incomplete markup and coverage gaps.
Which named entities appear on the page, at what salience, and how well they match the entities LLMs associate with your brand.
Whether the page covers the topic comprehensively enough to be treated as an authoritative source — versus a thin overview LLMs will skip.
Coverage against the expected elements for the page type — pricing pages need pricing, product pages need specs, service pages need scope.
SVO clarity analysis: does the page directly answer the question it’s trying to rank for, or does it circle around the topic without committing?
Last-modified signals, content age, and staleness markers — LLMs weight recency for time-sensitive topics.
Author markup, sameAs references, and byline authority signals that support E-E-A-T-style trust cues LLMs apply.
H1–H6 hierarchy, semantic labelling, and whether heading structure matches the topical structure LLMs expect for the page type.
Which trusted sources you cite (outlinks matter for authority), and how your internal linking structure signals topical relationships.
Content Analysis and Prompt Analysis run together. Every citation the LLMs surface gets matched against your own content — so you see exactly which pages are earning citations, and which are being ignored despite being structurally strong.
Every page gets a prioritised list of specific, actionable recommendations — not a generic SEO checklist. Each recommendation is grounded in evidence from Content Analysis cross-referenced with Prompt and Knowledge Graph pillars.