blog-geo

blog-geo is a skill for Claude Code from AgriciDaniel/claude-blog. It costs 147 tokens per session (2,734 once invoked), scanned A, original, MIT.

An audit for checking whether a blog post is easy for search engines and AI assistants to understand, find, and cite. GEO means generative-engine optimization: preparing content for systems such as ChatGPT, Perplexity, Gemini, and Google's AI search features.

In plain words
What is it for?
Use it to review AI citation readiness, produce short answer sections that assistants can cite, assign a readiness score, and get recommendations for search and AI visibility.
Why use it?
It shows where an article may be unclear or poorly supported when people discover it through search or ask an AI assistant for an answer. It also separates evidence-based findings from unsupported performance claims.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is python3 scripts/ai_citation_score.py <file> --format markdown.

Part of the claude-blog plugin — 32 skills shipped together

Good fit Use it to review AI citation readiness, produce short answer sections that assistants can cite, assign a readiness score, and get recommendations for search and AI visibility.

Compare 6 skills from other repositories ↓
About the project

claude-blog is a Claude Code skill suite for planning, writing, optimizing, auditing, localizing, and refreshing blog content. It is for content and SEO workflows that produce articles and related publishing artifacts while checking drafts against defined delivery criteria. The catalogue entries provide the skills, agents, plugins, and instruction used by this workflow.

AgriciDaniel/claude-blog · 2,116 stars · on GitHub · claude-blog.md

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/AgriciDaniel/claude-blog
agentmods
npx agentmods add skills/agricidaniel/claude-blog/blog-geo

Made for: Claude Code.

Or install claude-blog, the plugin that ships this one along with the rest of its 32 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for blog-geo

README.md
[![agentmods](https://agentmods.dev/badge/skills/agricidaniel/claude-blog/blog-geo/github.svg)](https://agentmods.dev/skills/agricidaniel/claude-blog/blog-geo)
Your own site
<a href="https://agentmods.dev/skills/agricidaniel/claude-blog/blog-geo"><img src="https://agentmods.dev/badge/skills/agricidaniel/claude-blog/blog-geo/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for blog-geo

Your own site · 80×15
<a href="https://agentmods.dev/skills/agricidaniel/claude-blog/blog-geo"><img src="https://agentmods.dev/badge/skills/agricidaniel/claude-blog/blog-geo.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 147 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,734 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 5 May 2026
  • Snyk warn 5 May 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00147 $0.02734
Opus 5 $0.00073 $0.01367
Sonnet 5 $0.00029 $0.00547
Haiku 4.5 $0.00015 $0.00273

Measured 12d ago against content hash 7ffff398168a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

blog-geo scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

brain/.raw/sources/claude-blog-skill/skills/blog-geo/SKILL.md · 313 lines

How it starts

The opening of the file, as written. The whole thing — 313 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Blog GEO: AI Citation Optimization Audit

Scores blog posts for AI citation readiness across ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, and Google AI Mode as one SEO workflow, not a separate discipline. Generates citation capsules and a 0-100 AI Citation Readiness score with platform-specific recommendations.

Google's 2026-05-15 guidance frames generative-AI optimization as SEO: no special markup, llms.txt requirement, or separate GEO/AEO playbook is required for Google visibility. Use GEO/AEO as shorthand labels only.

Cross-reference

This skill covers FLOW surface 3 (AI assistant citations: ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com) and contributes to surface 2 (SERP plus AI Overviews). Surface mapping: skills/blog/references/flow-alignment.md.

For directly relevant AI-citation prompts (AI-supporting-pages-rewrite-prompt, ai-detector-test, ChatGPT discovery, visibility prompts), see /blog flow optimize.

Evidence Discipline

Use numeric AI-citation benchmarks only when the report includes a source block with URL, publisher, methodology, sample size, engine or version, query class, retrieval date, and expiry date. If any field is missing, label the benchmark as directional or remove the number. Default heuristics:

  • Self-contained 120-180 word answer passages are a practitioner heuristic.
  • Comparison tables with semantic headers may improve extractability, but do not cite an uplift without a dated source block.
  • AI Overviews coverage is methodology-dependent: cite a dated range, not a fixed point.

Audit Process

Step 1: Read Content

Extract from the blog post:

  • Full content text and word count
  • Heading structure (H1, H2, H3 hierarchy)
  • Individual paragraphs and their word counts
  • FAQ sections (if present)
  • Schema markup (JSON-LD, microdata, RDFa)
  • robots.txt mentions or meta robots directives
  • Any TL;DR or summary boxes
  • Comparison tables and their HTML structure
  • Numbered/ordered lists
  • Definition-style formatting

Read the full file on GitHub · 313 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 313 lines · 147 tokens per session scan A 7ffff398168a

Subscribe to this mod's changes

blog-geo is a skill published in the GitHub repository AgriciDaniel/claude-blog (2,116 stars, last pushed 7d ago), licensed MIT. It adds 147 tokens to every session and 2,734 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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