feat(seo-skills): multi-backend Data Source Selection (#7)
Replaces single-vendor (Ahrefs-only) tool defaults with a per-task backend menu across all 14 SEO skills. Each skill now lists every capable MCP in allowed-tools and documents how to pick between Semrush, Ahrefs, OurSEO Agent (CLI + MCP), DataForSEO, and GSC in its SKILL.md Data Source Selection section. Tool stubs (~40 new files) populated per skill with capability deltas, call patterns, and explicit "not for this skill when" callouts so the menu is self-correcting. Skills affected: 19-keyword-strategy, 20-serp-analysis, 21-position-tracking, 22-link-building, 23-content-strategy, 24-ecommerce, 25-kpi-framework, 26-international, 27-ai-visibility, 28-knowledge-graph, 31-competitor-intel, 32-crawl-budget, 33-migration-planner, 34-reporting-dashboard. Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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custom-skills/27-seo-ai-visibility/desktop/tools/ourseo.md
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custom-skills/27-seo-ai-visibility/desktop/tools/ourseo.md
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# OurSEO Agent (CLI + MCP)
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OurSEO is **not an AI-visibility backend.** Use it here only as a supplement for general brand-monitoring work that complements Ahrefs Brand Radar.
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## What OurSEO covers
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```bash
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# Web-wide brand mention scan via Google Custom Search
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our research google brand "<brand>" --exclude <own.com>
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# Korean engines (Naver brand presence)
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our research naver serp "<brand>"
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```
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MCP equivalent:
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```
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mcp__ourseo__monitor_brand(brand="<brand>", exclude_domains=["<own.com>"])
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```
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## How OurSEO + Brand Radar pair
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- **Brand Radar** (Ahrefs) → AI search citations, impressions, SOV, cited pages
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- **OurSEO monitor_brand** → standard Google search brand mentions across the web
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Together they show:
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- "Where are we cited in AI vs the open web?"
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- "Are the high-citation pages in AI also the ones earning standard organic links?"
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- "Does our share of voice in AI match our share in Google brand SERPs?"
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## Not for this skill when
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- **AI mentions / impressions / SOV / cited domains/pages** — Brand Radar only.
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- **AI engine breakdown** — Brand Radar `brand-radar-ai-responses`.
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## Important
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Treat OurSEO output as a **second axis**, not a substitute. Reporting AI visibility using only `monitor_brand` would mislead the user — those are open-web mentions, not AI citations.
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