AI Citability Scorer
zubair-trabzada/geo-seo-claude
Scores how likely AI assistants are to quote passages from a web page and suggests rewrites that make those passages easier to extract.
Content quality and E-E-A-T analysis with AI citation readiness assessment.
Install SEO Content
$ npx skills add AgriciDaniel/codex-seo --skill seo-content -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AgriciDaniel/codex-seo seo-content --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/AgriciDaniel/codex-seo.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/seo-content .claude/skills/seo-content && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "seo-content" agent skill from https://github.com/AgriciDaniel/codex-seo/tree/main/skills/seo-content into .claude/skills/seo-content/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seo-content", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/AgriciDaniel/codex-seo/tree/main/skills/seo-contentType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add AgriciDaniel/codex-seo --skill seo-content -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AgriciDaniel/codex-seo seo-content --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/codex-seo.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/seo-content .agents/skills/seo-content && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "seo-content" agent skill from https://github.com/AgriciDaniel/codex-seo/tree/main/skills/seo-content into .agents/skills/seo-content/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seo-content", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AgriciDaniel/codex-seo --skill seo-content -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AgriciDaniel/codex-seo seo-content --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/codex-seo.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/seo-content .cursor/skills/seo-content && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "seo-content" agent skill from https://github.com/AgriciDaniel/codex-seo/tree/main/skills/seo-content into .cursor/skills/seo-content/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seo-content", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/AgriciDaniel/codex-seo.git --path skills/seo-content--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add AgriciDaniel/codex-seo --skill seo-content -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AgriciDaniel/codex-seo seo-content --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/codex-seo.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/seo-content .gemini/skills/seo-content && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "seo-content" agent skill from https://github.com/AgriciDaniel/codex-seo/tree/main/skills/seo-content into .gemini/skills/seo-content/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seo-content", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install AgriciDaniel/codex-seo seo-contentInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add AgriciDaniel/codex-seo --skill seo-content -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AgriciDaniel/codex-seo.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/seo-content .github/skills/seo-content && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "seo-content" agent skill from https://github.com/AgriciDaniel/codex-seo/tree/main/skills/seo-content into .github/skills/seo-content/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seo-content", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AgriciDaniel/codex-seo --skill seo-content -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AgriciDaniel/codex-seo seo-content --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/codex-seo.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/seo-content .opencode/skills/seo-content && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "seo-content" agent skill from https://github.com/AgriciDaniel/codex-seo/tree/main/skills/seo-content into .opencode/skills/seo-content/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seo-content", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
seo-content- GitHub stars
- 797
- Used in
- 5 other repos
- Token cost
- ~2.3k tokens
- SKILL.md length
- 1,070 words
- Files
- 2
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- MIT
At a glance
Content quality and E-E-A-T analysis with AI citation readiness assessment.
- User says content quality
- SKILL.md covers Shared Data Cache, E-E-A-T Framework (updated…, Content Metrics and AI Content Assessment (Sept…, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Content analysis
What it does
SEO Content is an agent skill from AgriciDaniel/codex-seo. Content quality and E-E-A-T analysis with AI citation readiness assessment. Use when user says "content quality", "E-E-A-T", "content analysis", "readability check", "thin content", or "content audit".
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file.
It sits in Marketing & SEO, covering AI search optimization, On-page SEO and Plain language and style rules. The repository describes itself as: Codex-first SEO skill suite. 26 workflows, 24 TOML agents, DataForSEO/Gemini/Google/Firecrawl integrations, GEO/AEO, CWV, schema, backlinks, local/maps, and deterministic reports. The licence is MIT.
When your agent uses it
- User says content quality
- Content analysis
- Readability check
Example prompts
- “content quality”
- “E-E-A-T”
- “content analysis”
- “/seo-content”
What it can do on your machine
Read from SKILL.md and the folder at commit 9a644f6. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
SEO Content loads about 2.3k tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 1,070 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from AgriciDaniel/codex-seo at commit 9a644f6, republished under its MIT licence (© AgriciDaniel). 1,070 words, ~2,263 tokens.
Download SKILL.mdSave it as
.claude/skills/seo-content/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- seo-content
- description
- Content quality and E-E-A-T analysis with AI citation readiness assessment. Use when user says "content quality", "E-E-A-T", "content analysis", "readability check", "thin content", or "content audit".
- user-invokable
- true
- argument-hint
- [url]
- license
- MIT
- metadata.author
- AgriciDaniel
- metadata.version
- 1.9.6
- metadata.category
- seo
Content Quality & E-E-A-T Analysis
Shared Data Cache
Step 0 -- Check shared data cache:
Before gathering, check .seo-cache/ for reusable context from related SEO skills.
Reference: ../seo/references/shared-data-cache.md for schemas and dependency map.
Check these cache files when present:
.seo-cache/site-meta.jsonfor domain, business type, industry, and crawl context.seo-cache/audit-scores.jsonfor prior full-audit priorities.seo-cache/pages/{url-slug}/page-analysis.jsonfor page-level context when a URL is providedIf found: parse and use clearly valid fields (note "Using cached [X] from [date]")
If missing, corrupt, or irrelevant: continue with fresh evidence
If the user says "refresh" or "re-run": ignore cache reads and overwrite on write
E-E-A-T Framework (updated Sept 2025 QRG)
Read skills/seo/references/eeat-framework.md for full criteria.
Experience (first-hand signals)
- Original research, case studies, before/after results
- Personal anecdotes, process documentation
- Unique data, proprietary insights
- Photos/videos from direct experience
Expertise
- Author credentials, certifications, bio
- Professional background relevant to topic
- Technical depth appropriate for audience
- Accurate, well-sourced claims
Authoritativeness
- External citations, backlinks from authoritative sources
- Brand mentions, industry recognition
- Published in recognized outlets
- Cited by other experts
Trustworthiness
- Contact information, physical address
- Privacy policy, terms of service
- Customer testimonials, reviews
- Date stamps, transparent corrections
- Secure site (HTTPS)
Content Metrics
Word Count Analysis
Compare against page type minimums:
| Page Type | Minimum |
|---|---|
| Homepage | 500 |
| Service page | 800 |
| Blog post | 1,500 |
| Product page | 300+ (400+ for complex products) |
| Location page | 500-600 |
Important: These are topical coverage floors, not targets. Google has confirmed word count is NOT a direct ranking factor. The goal is comprehensive topical coverage; a 500-word page that thoroughly answers the query will outrank a 2,000-word page that doesn't. Use these as guidelines for adequate coverage depth, not rigid requirements.
Readability
- Flesch Reading Ease: target 60-70 for general audience
Note: Flesch Reading Ease is a useful proxy for content accessibility but is NOT a direct Google ranking factor. John Mueller has confirmed Google does not use basic readability scores for ranking. Yoast deprioritized Flesch scores in v19.3. Use readability analysis as a content quality indicator, not as an SEO metric to optimize directly.
- Grade level: match target audience
- Sentence length: average 15-20 words
- Paragraph length: 2-4 sentences
Keyword Optimization
- Primary keyword in title, H1, first 100 words
- Natural density (1-3%)
- Semantic variations present
- No keyword stuffing
Content Structure
- Logical heading hierarchy (H1 -> H2 -> H3)
- Scannable sections with descriptive headings
- Bullet/numbered lists where appropriate
- Table of contents for long-form content
Multimedia
- Relevant images with proper alt text
- Videos where appropriate
- Infographics for complex data
- Charts/graphs for statistics
Internal Linking
- 3-5 relevant internal links per 1000 words
- Descriptive anchor text
- Links to related content
- No orphan pages
External Linking
- Cite authoritative sources
- Open in new tab for user experience
- Reasonable count (not excessive)
AI Content Assessment (Sept 2025 QRG addition)
Google's raters now formally assess whether content appears AI-generated.
Acceptable AI Content
- Demonstrates genuine E-E-A-T
- Provides unique value
- Has human oversight and editing
- Contains original insights
Low-Quality AI Content Markers
- Generic phrasing, lack of specificity
- No original insight
- Repetitive structure across pages
- No author attribution
- Factual inaccuracies
Helpful Content System (March 2024): The Helpful Content System was merged into Google's core ranking algorithm during the March 2024 core update. It no longer operates as a standalone classifier. Helpfulness signals are now weighted within every core update. The same principles apply (people-first content, demonstrating E-E-A-T, satisfying user intent), but enforcement is continuous rather than through separate HCU updates.
AI Citation Readiness (GEO signals)
Optimize for AI search engines (ChatGPT, Perplexity, Google AI Overviews):
- Clear, quotable statements with statistics/facts
- Structured data (especially for data points)
- Strong heading hierarchy (H1->H2->H3 flow)
- Answer-first formatting for key questions
- Tables and lists for comparative data
- Clear attribution and source citations
Show full SKILL.md (470 more words)Show less
AI Search Visibility & GEO (2025-2026)
Google AI Mode launched publicly in May 2025 as a separate tab in Google Search, available in 180+ countries. Unlike AI Overviews (which appear above organic results), AI Mode provides a fully conversational search experience with zero organic blue links, making AI citation the only visibility mechanism.
Key optimization strategies for AI citation:
- Structured answers: Clear question-answer formats, definition patterns, and step-by-step instructions that AI systems can extract and cite
- First-party data: Original research, statistics, case studies, and unique datasets are highly cited by AI systems
- Schema markup: Article, FAQ (for non-Google AI platforms), and structured content schemas help AI systems parse and attribute content
- Topical authority: AI systems preferentially cite sources that demonstrate deep expertise. Build content clusters, not isolated pages
- Entity clarity: Ensure brand, authors, and key concepts are clearly defined with structured data (Organization, Person schema)
- Multi-platform tracking: Monitor visibility across Google AI Overviews, AI Mode, ChatGPT, Perplexity, and Bing Copilot, not just traditional rankings. Treat AI citation as a standalone KPI alongside organic rankings and traffic.
Generative Engine Optimization (GEO):
GEO is the emerging discipline of optimizing content specifically for AI-generated answers. Key GEO signals include: quotability (clear, concise extractable facts), attribution (source citations within your content), structure (well-organized heading hierarchy), and freshness (regularly updated data). Cross-reference the seo-geo skill for detailed GEO workflows.
Content Freshness
- Publication date visible
- Last updated date if content has been revised
- Flag content older than 12 months without update for fast-changing topics
Output
Content Quality Score: XX/100
E-E-A-T Breakdown
| Factor | Score | Key Signals |
|---|---|---|
| Experience | XX/25 | ... |
| Expertise | XX/25 | ... |
| Authoritativeness | XX/25 | ... |
| Trustworthiness | XX/25 | ... |
AI Citation Readiness: XX/100
Issues Found
Recommendations
DataForSEO Integration (Optional)
If DataForSEO MCP tools are available, use kw_data_google_ads_search_volume for real keyword volume data, dataforseo_labs_bulk_keyword_difficulty for difficulty scores, dataforseo_labs_search_intent for intent classification, and content_analysis_summary for content quality analysis.
Error Handling
| Scenario | Action |
|---|---|
| URL unreachable (DNS failure, connection refused) | Report the error clearly. Do not guess page content. Suggest the user verify the URL and try again. |
| Content behind paywall (402/403, login wall) | Report that the content is not publicly accessible. Analyze only the visible portion (meta tags, headers) and note the limitation. |
| Thin content (fewer than 100 words retrievable) | Report the findings as-is rather than guessing. Flag the page as potentially JavaScript-rendered or gated, and suggest the user provide the full text directly. |
FLOW Framework Integration
For prompt-guided content optimization, use /seo flow optimize <url> and /seo flow win <url> — FLOW's optimize and win prompts provide structured E-E-A-T improvement and BOFU conversion workflows.
Write to shared data cache
After completing all work, write a concise JSON summary to .seo-cache/ when the workflow produced durable findings.
Use the schemas and naming rules in ../seo/references/shared-data-cache.md; include at least cache_type, analyzed_at, source URL/domain, key findings, issues, recommendations, and tool limitations. Add .seo-cache/ to .gitignore if it is missing.
© AgriciDaniel, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/seo-content of AgriciDaniel/codex-seo.
- SKILL.md
- LICENSE.txt
Open the folder on GitHubat commit 9a644f6
Used in 6 other repositories
We found 17 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 5 other GitHub owners. This page covers the copy in AgriciDaniel/codex-seo, which our catalogue first saw on October 7, 2026.
- AgriciDaniel/seo-osvendored/claude-seo/skills/seo-content
- sickn33/agentic-awesome-skillsskills/seo-contentplugins/agentic-awesome-skills/skills/seo-content+1 more
- lingxling/awesome-skills-cnantigravity-awesome-skills/skills/seo-contentantigravity-awesome-skills/plugins/agentic-awesome-skills/skills/seo-content+1 more
- hashgraph-online/awesome-codex-pluginsplugins/BestLemoon/codex-seo/skills/seo-contentplugins/avalonreset/seo-dungeon/skills/seo-content
- henryalouf/ruflow.agents/skills/seo-content.agents/skills/antigravity-awesome-skills/skills/seo-content+4 more
- Infrasity-Labs/dev-gtm-claude-skillsseo-skills/seo-content.claude/skills/seo-content
Compare with similar skills
SEO Content next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| SEO Content this skillAgriciDaniel/codex-seo | 797 | 5 repos | ~2.3k | Automated safety check: Pass | MIT | |
| AI Citability Scorerzubair-trabzada/geo-seo-claude | 11k | 2 repos | ~3.7k | Automated safety check: Notes | MIT | |
| SEO Content Auditseranking/seo-skills | 160 | — | ~3k | Automated safety check: Pass | MIT | |
| Editorial QArampstackco/claude-skills | 941 | — | ~5.6k | Automated safety check: Pass | MIT | |
| SEO Planseranking/seo-skills | 160 | — | ~4.4k | Automated safety check: Pass | MIT | |
| SEO Geoericrisco/rsc-harness | 174 | — | ~2.8k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about SEO Content
What does SEO Content do?
Content quality and E-E-A-T analysis with AI citation readiness assessment. SEO Content is an agent skill from AgriciDaniel/codex-seo. Content quality and E-E-A-T analysis with AI citation readiness assessment.
When should I use SEO Content?
SEO Content fits situations like: user says content quality; content analysis; readability check.
How do I install SEO Content in Claude Code?
Run `npx skills add AgriciDaniel/codex-seo --skill seo-content -a claude-code`. Or copy the skill folder (skills/seo-content in AgriciDaniel/codex-seo) into .claude/skills/seo-content in your project. Claude Code loads it when a task matches its description.
How do I install SEO Content in Codex?
Run `npx skills add AgriciDaniel/codex-seo --skill seo-content -a codex`. Or copy the skill folder (skills/seo-content in AgriciDaniel/codex-seo) into .agents/skills/seo-content in your project. Codex loads it when a task matches its description.
Can I use SEO Content in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AgriciDaniel/codex-seo --skill seo-content -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/seo-content, .gemini/skills/seo-content, .github/skills/seo-content and .opencode/skills/seo-content in your project.
What does SEO Content need to run?
SKILL.md names no scripts, command-line tools or credentials: SEO Content is instructions for the agent only.
Does SEO Content access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is SEO Content safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does SEO Content use?
SEO Content is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does SEO Content use?
About 2.3k tokens (SKILL.md is roughly 9.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to SEO Content?
Skills that share tags, products or a category with SEO Content: AI Citability Scorer (zubair-trabzada/geo-seo-claude, 11k stars), SEO Content Audit (seranking/seo-skills, 160 stars), Editorial QA (rampstackco/claude-skills, 941 stars) and SEO Plan (seranking/seo-skills, 160 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains SEO Content?
AgriciDaniel (a GitHub user) maintains it in AgriciDaniel/codex-seo, which has 797 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on September 11, 2026.
Source: AgriciDaniel/codex-seo on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.