Communitygithub.com

cygnixlabs-cmd/cygnix-seo-skills

Give one web page a quick 0-100 AI search visibility (GEO/AEO readiness) score from its server-rendered HTML - AI crawler access, Organization/WebSite JSON-LD, structured data, title/meta, question headings, answer-first opening, llms.txt and freshness - with the top 5 fixes. Use when the user asks if a page is ready for ChatGPT, Perplexity, Google AI Overviews or other AI search, or wants a GEO/AEO score.

What is cygnix-seo-skills?

cygnix-seo-skills is a Claude Code agent skill that give one web page a quick 0-100 AI search visibility (GEO/AEO readiness) score from its server-rendered HTML - AI crawler access, Organization/WebSite JSON-LD, structured data, title/meta, question headings, answer-first opening, llms.txt and freshness - with the top 5 fixes. Use when the user asks if a page is ready for ChatGPT, Perplexity, Google AI Overviews or other AI search, or wants a GEO/AEO score.

Works with~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/cygnixlabs-cmd/cygnix-seo-skills/tree/HEAD/skills/ai-visibility-quick-score
View original→Browse all skills

Ask in your favorite AI

Open a new chat with this agent skill pre-loaded.

OpenAIChatGPTClaudeClaudeGeminiGeminiGrokGrokPerplexityPerplexityDeepSeekDeepSeek

Documentation

AI visibility quick score (one page)

Scores a single URL the way most AI crawlers see it: raw HTML, no JavaScript. It returns a 0–100 score, a band and the five fixes worth the most points.

When to use

  • "Is my homepage ready for AI search?", "GEO score for this URL", "why doesn't ChatGPT mention us?" (as a first check).

How to run

python3 scripts/quick_score.py https://example.com/

Needs outbound HTTPS; makes 3 requests (the page, robots.txt, llms.txt).

Scoring (100 points)

checkpoints
AI crawlers allowed in robots.txt (−5 per blocked bot)25
Organization / WebSite / Person entity in JSON-LD15
Other valid JSON-LD (Article, Product, FAQPage…)10
Title 15–65 chars, meta description 70–170 chars10
One H1 and question-style H2/H3s15
Answer-first opening paragraph and 300+ server-rendered words15
/llms.txt present5
Date signal (dateModified, article time, <time>)5

Bands: 80+ STRONG, 65+ GOOD, 50+ FAIR, 35+ POOR, below 35 CRITICAL.

Read the result honestly

This measures readiness (can AI systems fetch, parse and trust the page), not whether you are cited today. A JavaScript-only site will score low because its server HTML is empty, and that low score is accurate for crawlers that do not run JavaScript.

Example

https://plausible.io/ → 72/100 GOOD; fixes: add page-type JSON-LD, a direct-answer opening, /llms.txt, a date signal, and a shorter title.

Want a full-site score and report?

Individual skills in this repo

This repo contains 4 individual skills — each has its own dedicated page.

cygnixlabs-cmd/cygnix-seo-skills

Compare two Google Search Console page exports (an earlier period and a recent one) and flag pages that are LOST, DECLINING, in STRIKING_DISTANCE, GROWING or STABLE, ranked by clicks lost. Use when the user asks which pages lost traffic, about content decay, what to refresh or update first, or uploads two GSC page exports. Offline, no API keys.

cygnixlabs-cmd/cygnix-seo-skills

Find queries where two or more of your own pages split Google impressions, from a Google Search Console query+page export, and rank them HIGH/MEDIUM/LOW. Use when the user asks about keyword cannibalization, competing pages, pages fighting for the same keyword, or uploads a GSC export with query and page columns. Offline, no API keys.

cygnixlabs-cmd/cygnix-seo-skills

Group a keyword list into topic clusters with a pillar keyword, majority search intent and suggested page type, so one page targets each cluster. Use when the user pastes keywords or a keyword CSV and asks to cluster, group, organise or map keywords to pages, or plan a content hub. Offline, no API keys.

cygnixlabs-cmd/cygnix-seo-skills

Check whether a website has a valid /llms.txt (llmstxt.org format, working links, size) and whether robots.txt lets AI crawlers such as GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot and Google-Extended in. Use when the user asks about llms.txt, AI crawler access, blocking or allowing AI bots, or whether ChatGPT/Claude/Perplexity can read their site. Read-only.

Related Skills

steipete/sag

ElevenLabs text-to-speech with mac-style say UX.

community

steipete/oracle

Oracle CLI second-model review/debug/refactor/design with selected files, dry-run token checks, API or browser engine.

community

steipete/peekaboo

Capture and automate macOS UI with the Peekaboo CLI.

community

mattpocock/design-an-interface

Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".

community

mattpocock/prototype

Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.

community

mattpocock/grill-me

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".

community