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Andrew Yim e527fb4b0f 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>

2026-05-14 03:15:32 +09:00

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OurSEO Agent (CLI + MCP)

OurSEO is not an AI-visibility backend. Use it here only as a supplement for general brand-monitoring work that complements Ahrefs Brand Radar.

What OurSEO covers

# Web-wide brand mention scan via Google Custom Search
our research google brand "<brand>" --exclude <own.com>

# Korean engines (Naver brand presence)
our research naver serp "<brand>"

MCP equivalent:

mcp__ourseo__monitor_brand(brand="<brand>", exclude_domains=["<own.com>"])

How OurSEO + Brand Radar pair

Brand Radar (Ahrefs) → AI search citations, impressions, SOV, cited pages
OurSEO monitor_brand → standard Google search brand mentions across the web

Together they show:

"Where are we cited in AI vs the open web?"
"Are the high-citation pages in AI also the ones earning standard organic links?"
"Does our share of voice in AI match our share in Google brand SERPs?"

Not for this skill when

AI mentions / impressions / SOV / cited domains/pages — Brand Radar only.
AI engine breakdown — Brand Radar brand-radar-ai-responses.

Important

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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