# OurSEO Agent (CLI + MCP)

For competitor intel, OurSEO contributes **SERP overlap spot-checks**, **content similarity / topic clustering**, and **Korean-market Naver competitor analysis** that Semrush/Ahrefs don't cover.

## CLI commands (Claude Code)

```bash
# SERP overlap and competitor SERP pulls
our serp competitors <target.com> --location 2410
our serp ranked-keywords <competitor.com> --location 2410 --limit 100
our serp domain-overview <competitor.com> --location 2410

# Competitor crawl for content velocity / inventory
our collect crawl https://<competitor> --max-pages 100

# Korean engine competitor analysis (Naver)
our research naver serp "<keyword>"
our research naver keywords ideas "<keyword>" --limit 30
our research keywords compare "<keyword>" --engines naver
```

## MCP tools (Claude Desktop)

```
mcp__ourseo__check_serp(keyword="<keyword>", domain="<target>", country="kr")
mcp__ourseo__find_similar_pages(crawl_path="<path>", query="<topic>")
mcp__ourseo__crawl_website(url="<competitor>", max_pages=50)
```

## Strengths for this skill

- **Naver competitor analysis** — only path that covers Naver Blog/Cafe/Smart Store/Knowledge iN competitor presence.
- **`find_similar_pages`** uses Vertex AI embeddings on prior crawl data — good for topic-cluster overlap detection between target and competitor.
- **SERP spot-checks** are cheap; useful for ad-hoc "do we share top-10 with competitor X for keyword Y" questions.

## Not for this skill when

- **Backlink-graph competitor comparison** — Ahrefs.
- **Modelled traffic / Authority Score** for the threat-scoring matrix — Semrush.
- **Historical trend series** (DR over time, traffic over time) — Ahrefs/Semrush history endpoints.