# serp-analysis

> serp-analysis — aaron-he-zhu-serp-analysis. Use this tool when you need to analyze search engine results pages (SERPs) to understand ranking factors, identify top-performing content, and uncover SERP features. It solves problems related to search engine optimization (SEO) and keyword research by providing insights into search result rankings and features. This tool takes search queries as input and outputs detailed analysis of SERP rankings, features, and metrics.

Canonical page: https://skillsregistry.net/skills/aaron-he-zhu-serp-analysis  
JSON: https://api.skillsregistry.net/v1/skills/aaron-he-zhu-serp-analysis

## Description

Use when the user asks to "analyze search results", "SERP analysis", "what ranks for", "SERP features", "why.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-05-22

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** search
- **Updated:** 2026-09-13

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/aaron-he-zhu-serp-analysis)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "aaron-he-zhu-serp-analysis"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aaron-he-zhu-serp-analysis` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aaron-he-zhu-serp-analysis/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt