# Content Scoring

> Score content against the 10 GEO criteria with evidence and prioritized fixes. Use when users ask to score, rate, evaluate, or estimate ranking strength.

- **Type:** Skill
- **Install:** `agentstack add skill-mverab-egeoagents-content-scoring`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [mverab](https://agentstack.voostack.com/s/mverab)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [mverab](https://github.com/mverab)
- **Source:** https://github.com/mverab/eGEOagents/tree/main/.claude/skills/content-scoring
- **Website:** https://www.clawbiz.io/

## Install

```sh
agentstack add skill-mverab-egeoagents-content-scoring
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Content Scoring Skill

When scoring content for GEO optimization:

## The 10 GEO Criteria

Score each criterion 0-10:

| # | Criterion | What to Look For |
|---|-----------|------------------|
| 1 | **Ranking Emphasis** | "best", "top", "#1", superlatives, leadership claims |
| 2 | **User Intent** | Direct answers, addresses specific needs, solves problems |
| 3 | **Competitive Diff** | Unique advantages, "unlike others", differentiators |
| 4 | **Social Proof** | Stats, testimonials, reviews, customer counts, ratings |
| 5 | **Narrative** | Engaging flow, persuasive language, compelling story |
| 6 | **Authority** | Expert tone, credentials, specific knowledge, confidence |
| 7 | **USPs** | Clear unique value, what makes it special |
| 8 | **Urgency** | Time limits, scarcity, "now", limited availability |
| 9 | **Scannable** | Headers, bullets, short paragraphs, clear structure |
| 10 | **Factual** | Verifiable claims, specific numbers, accurate info |

## Scoring Guide

- **0-2**: Missing or severely lacking
- **3-4**: Present but weak
- **5-6**: Adequate, room for improvement
- **7-8**: Good, minor improvements possible
- **9-10**: Excellent, near optimal

## Output Format

```
┌─────────────────────────────────────────────────────────────┐
│  📊 GEO CONTENT SCORE                                       │
├─────────────────────────────────────────────────────────────┤
│                                                             │
│  OVERALL SCORE: XX/100                                      │
│  ██████████████████░░░░░░░░░░  XX%                          │
│                                                             │
│  BREAKDOWN                                                  │
│  ─────────                                                  │
│  1. Ranking Emphasis    ████████░░  8/10                    │
│  2. User Intent         ██████████  10/10                   │
│  3. Competitive Diff    ████░░░░░░  4/10                    │
│  4. Social Proof        ██░░░░░░░░  2/10  ⚠️ Priority       │
│  5. Narrative           ██████░░░░  6/10                    │
│  6. Authority           ████████░░  8/10                    │
│  7. USPs                ██████░░░░  6/10                    │
│  8. Urgency             ░░░░░░░░░░  0/10  ⚠️ Priority       │
│  9. Scannable           ████████░░  8/10                    │
│  10. Factual            ██████████  10/10                   │
│                                                             │
│  TOP PRIORITIES                                             │
│  ──────────────                                             │
│  1. Add social proof (+15-20 points potential)              │
│  2. Add urgency signals (+5-10 points potential)            │
│  3. Strengthen competitive differentiation (+8 points)      │
│                                                             │
│  EVIDENCE                                                   │
│  ────────                                                   │
│  ✓ Good: "industry-leading solution" (ranking emphasis)     │
│  ✗ Missing: No customer testimonials (social proof)         │
│  ✗ Missing: No time-sensitive offers (urgency)              │
│                                                             │
└─────────────────────────────────────────────────────────────┘
```

## Rules
- Always show evidence from the actual content
- Prioritize improvements by potential impact
- Be specific about what's missing and how to fix it
- Calculate total score as sum of all criteria

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [mverab](https://github.com/mverab)
- **Source:** [mverab/eGEOagents](https://github.com/mverab/eGEOagents)
- **License:** MIT
- **Homepage:** https://www.clawbiz.io/

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-mverab-egeoagents-content-scoring
- Seller: https://agentstack.voostack.com/s/mverab
- Browse the marketplace: https://agentstack.voostack.com/browse

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