/seo-content

name: seo-content
description: Content quality and E-E-A-T analysis with AI-citation-readiness assessment. Evaluates whether content will be trusted by human reviewers and cited by AI search (AI Overviews, ChatGPT, Perplexity). Trigger when the user says "content quality", "E-E-A-T", "content analysis", "readability check", "thin content", "content audit", or "is this content good enough".

seo-content

**Family:** seo **Status:** Stable

Purpose

Evaluate a piece of content for both human trust (E-E-A-T) and machine citability. The dual framing matters in 2026: content must convince human reviewers *and* be the kind of passage an LLM will quote.

Triggers

• "content quality" / "content audit"
• "E-E-A-T" / "readability" / "thin content"
• "is this content good" / "AI citation readiness"

Inputs

• Content URL or local markdown/text/HTML file
• Target audience and search intent
• Author / publication signals (if relevant)

Steps

1. **E-E-A-T** — Experience, Expertise, Authoritativeness, Trustworthiness (per Google's Quality Rater Guidelines): is there first-hand experience, a credentialed author, citations to primary sources, and clear sourcing? 2. **AI-citability (run the scorer):**

   python3 "${CLAUDE_PLUGIN_ROOT}/scripts/seo/geo_check.py" --content <file> --human

It scores what fraction of passages make a specific, verifiable claim and stand alone when quoted — the strongest GEO signals. Fix the weak passages it lists. 3. **Readability** — sentence variety, jargon density, scannability (descriptive subheads, lists/tables where they aid comprehension). 4. **Thin-content / depth** — word count vs topical depth; missing sub-topics a competitor or the query implies. 5. **Originality** — strip generic-AI phrasing; flag claims needing a source. 6. **Render** per-dimension scores with sentence-level revision suggestions.

Outputs

• Per-dimension scores (E-E-A-T, citability %, readability, depth, originality)
• Specific revision suggestions, including the weak-passage list from `geo_check.py`

Dependencies

• `scripts/seo/geo_check.py` (citability scoring) — Python 3.10+, standard library only
• Related: `seo-geo` (AI-search depth), `seo-content-brief` (production counterpart),

`content-draft` (writes the draft) — composed, not hard-depended (one-directional graph)

Notes

This skill audits; `content-draft` produces and `seo-content-brief` plans. Citability is now a first-class quality dimension, not a nice-to-have.