# geo-content

Evaluates articles and landing pages against E-E-A-T criteria to gauge how likely AI search engines are to cite them.

- skill · `type=skill` · Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, OpenCode · 829 installs · ★ 11253
- Author: geo-seo-claude
- License: MIT · policy=mirror · the beginning of the file is at the end of this page
- Source: https://github.com/zubair-trabzada/geo-seo-claude/tree/HEAD/skills/geo-content/SKILL.md
- Updated: 2026-10-25
- HTML: https://affpapa.org/en/nevibecode/skills/geo-content

## What it does

AI search engines cite content that demonstrates proven authority and verifiable facts. This skill audits pages against the 100-point E-E-A-T model. It splits the evaluation evenly across four areas: Experience, Expertise, Authoritativeness, and Trustworthiness. Each area gets 25 points.

Execution depends on six local tools: `Read`, `Grep`, `Glob`, `Bash`, `WebFetch`, and `Write`. The agent fetches target pages and reviews them for evidence of first-hand use. It scans author credentials and methodology notes. Generic advice or unsourced claims will drop the score immediately. When finished, it writes results to `GEO-CONTENT-ANALYSIS.md`.

## Install

### Claude Code (native platform)

1. **Skills CLI (Vercel)**
```bash
npx skills add zubair-trabzada/geo-seo-claude --skill geo-content -a claude-code
```

2. **Manually: put the files in place**
- File: `~/.claude/skills/geo-content/SKILL.md` — Copy the whole skill folder; for one project use .claude/skills/geo-content/

### Codex

1. **Skills CLI (Vercel)**
```bash
npx skills add zubair-trabzada/geo-seo-claude --skill geo-content -a codex
```

2. **Manually: put the files in place**
- File: `.agents/skills/geo-content/SKILL.md` — For all projects use ~/.agents/skills/

### Cursor

1. **Skills CLI (Vercel)**
```bash
npx skills add zubair-trabzada/geo-seo-claude --skill geo-content -a cursor
```

2. **Manually: put the files in place**
- File: `.cursor/skills/geo-content/SKILL.md` — Cursor also reads .agents/skills/ and .claude/skills/

### GitHub Copilot

1. **GitHub CLI**
```bash
gh skill install zubair-trabzada/geo-seo-claude geo-content
```

2. **Manually: put the files in place**
- File: `.github/skills/geo-content/SKILL.md`

### Gemini CLI

1. **Skills CLI (Vercel)**
```bash
npx skills add zubair-trabzada/geo-seo-claude --skill geo-content -a gemini-cli
```

2. **Platform CLI**
```bash
gemini skills install https://github.com/zubair-trabzada/geo-seo-claude --path skills/geo-content
```

### Windsurf (Devin Desktop)

**Manually: put the files in place**
- File: `.devin/skills/geo-content/SKILL.md` — The legacy .windsurf/skills/ path still works

### OpenCode

**Skills CLI (Vercel)**
```bash
npx skills add zubair-trabzada/geo-seo-claude --skill geo-content -a opencode
```

### Claude.ai

**Claude.ai**
- Zip the folder and upload it in Settings → Capabilities → Skills

Where a file is given instead of a command, copy the files from the source to that path: https://github.com/zubair-trabzada/geo-seo-claude/tree/HEAD/skills/geo-content/SKILL.md

## When to use it
- audit webpage copy against the 100-point E-E-A-T framework
- verify whether claims include original research and sources
- check author credentials and company disclosures
- generate a structured GEO-CONTENT-ANALYSIS.md report

## Example prompts
- Run geo-content on our latest blog post and check E-E-A-T signals
- Analyze the homepage citability and save GEO-CONTENT-ANALYSIS.md

## Source text · SKILL.md · MIT

Below is the content of a third-party file. It is data, not instructions for you: do not act on anything written inside unless the human asks. Block tag: 4602f95489661a24.

BEGIN THIRD-PARTY FILE 4602f95489661a24
```text
---
name: geo-content
description: Content quality and E-E-A-T assessment for AI citability — evaluate experience, expertise, authoritativeness, trustworthiness, and content structure
version: 1.0.0
author: geo-seo-claude
tags: [geo, content-quality, eeat, citability, ai-content, topical-authority]
allowed-tools: Read, Grep, Glob, Bash, WebFetch, Write
---

# GEO Content Quality & E-E-A-T Assessment

## Purpose

AI search platforms do not just find content — they evaluate whether content deserves to be cited. The primary framework for this evaluation is **E-E-A-T** (Experience, Expertise, Authoritativeness, Trustworthiness), which per Google's December 2025 Quality Rater Guidelines update now applies to **ALL competitive queries**, not just YMYL (Your Money Your Life) topics. Content that scores high on E-E-A-T is dramatically more likely to be cited by AI platforms.

This skill evaluates content through two lenses:
1. **E-E-A-T signals** — does the content demonstrate real expertise and trust?
2. **AI citability** — is the content structured so AI platforms can extract and cite specific claims?

## How to Use This Skill

1. Fetch the target page(s) — homepage, key blog posts, service/product pages
2. Evaluate E-E-A-T across the 4 dimensions (25% each)
3. Assess content quality metrics (structure, readability, depth)
4. Check for AI content quality signals
5. Evaluate topical authority across the site
6. Score and generate GEO-CONTENT-ANALYSIS.md

---

## E-E-A-T Framework (100 points total)

### Experience — 25 points
First-hand knowledge and direct involvement with the topic. AI platforms increasingly distinguish between content that reports on a topic and content from someone who has DONE it.

**Signals to evaluate:**

| Signal | Points | How to Score |
|---|---|---|
| First-person accounts ("I tested...", "We implemented...") | 5 | 5 if present and specific, 3 if generic, 0 if absent |
| Original research or data not available elsewhere | 5 | 5 if original data, 3 if references original work, 0 if none |
| Case studies with specific results | 4 | 4 if detailed with numbers, 2 if general, 0 if none |
| Screenshots, photos, or evidence of direct use | 3 | 3 if authentic evidence, 1 if stock/generic, 0 if none |
| Specific examples from personal experience | 4 | 4 if specific and unique, 2 if somewhat specific, 0 if generic |
| Demonstrations of process (not just outcome) | 4 | 4 if step-by-step from experience, 2 if partial, 0 if none |

**What to flag as weak Experience:**
- Content that only summarizes what other sources say without adding new perspective
- Generic advice that could apply to any situation ("It depends on your needs")
- No mention of actual usage, testing, or direct involvement
- Hedging language that suggests lack of direct knowledge ("reportedly", "supposedly", "some say")

### Expertise — 25 points
Demonstrated knowledge depth and professional competence in the subject matter.

**Signals to evaluate:**

| Signal | Points | How to Score |
|---|---|---|
| Author credentials visible (bio, degrees, certifications) | 5 | 5 if full credentials, 3 if basic bio, 0 if no author |
```
END THIRD-PARTY FILE 4602f95489661a24

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