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onvoyage-ai/gtm-engineer-skills reference

Claude Code skills for GTM (Go-To-Market) engineering focused on AEO (AI Engine Optimization) and GEO (Generative Engine Optimization). 11 skills covering the full content marketing and SEO pipeline: keyword research, brand research, content research, content planning, content writing, AEO/GEO improvement, content auditing, backlink building, resource page creation, geo chart creation, and Reddit opportunity research. The improve-aeo-geo skill is standout -- a structured website audit workflow with a dual scoring model (50% foundational + 50% intelligence), 16 deterministic checks, 6 LLM-evaluated dimensions, and framework-specific fixes (Next.js, Nuxt, Astro, SvelteKit, etc.).

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onvoyage-ai/gtm-engineer-skills

  • **Archetype**: domain-skill-pack
  • **Stars**: 710
  • **Last pushed**: 2026-04-02
  • **License**: MIT
  • **Discovered**: 2026-04-12
  • **Skills found**: 11

Summary

Claude Code skills for GTM (Go-To-Market) engineering focused on AEO (AI Engine Optimization) and GEO (Generative Engine Optimization). 11 skills covering the full content marketing and SEO pipeline: keyword research, brand research, content research, content planning, content writing, AEO/GEO improvement, content auditing, backlink building, resource page creation, geo chart creation, and Reddit opportunity research. The improve-aeo-geo skill is standout -- a structured website audit workflow with a dual scoring model (50% foundational + 50% intelligence), 16 deterministic checks, 6 LLM-evaluated dimensions, and framework-specific fixes (Next.js, Nuxt, Astro, SvelteKit, etc.).

Assessment

HIGH VALUE for novel domain. AEO/GEO is an emerging discipline at the intersection of SEO and AI -- optimizing websites for AI agent discovery rather than just search engines. The improve-aeo-geo skill provides a rigorous audit methodology: discover stack -> audit existing state against 16 checks -> fix in priority order -> verify with target score (80+). The scoring model combining deterministic checks (pass/fail) with LLM-evaluated quality dimensions is a reusable assessment pattern. The 11 skills together form a complete content marketing methodology. Transferable to specializations/business/digital-marketing or specializations/business/aeo-geo.

Extraction Priority

  • High
  • Rationale: Novel domain (AEO/GEO) not represented in babysitter's process library. The structured audit methodology with dual scoring is directly transferable. The complete 11-skill GTM pipeline represents a comprehensive business domain workflow. The framework-specific fix approach (detecting Next.js vs Astro vs WordPress and applying targeted fixes) is a reusable pattern.

Processes

  • **AEO/GEO Website Audit Process**: Baseline scoring -> discover tech stack -> audit 16 foundational checks -> audit 6 intelligence dimensions -> fix in priority order (blockers first) -> re-score -> target 80+. A multi-step audit with quantitative quality gate.
  • **Content Marketing Pipeline**: Research keywords -> research brand -> plan content (GEO-optimized) -> write SEO/GEO content -> audit existing content -> build backlinks -> create resource pages. A complete GTM engineering workflow.
  • **Reddit Opportunity Research**: Identify relevant Reddit communities -> analyze discussion patterns -> find content opportunities -> plan engagement strategy. A social media research methodology.
  • **Framework-Specific Optimization**: Detect framework -> locate head management, content files, SEO plugins -> apply framework-specific fixes. A pattern-matching approach to cross-framework optimization.

Plugin Ideas

  • **AEO/GEO Optimizer plugin**: Install.md-driven plugin for auditing and improving website AI-discoverability. Includes the 16-check foundational audit, 6-dimension intelligence scoring, and framework-specific fix generators. Integrates with aeo-audit.sh for baseline scoring.
  • **Content Marketing Pipeline plugin**: Complete GTM engineering workflow as a babysitter marketplace plugin. 11 skills covering research -> planning -> writing -> auditing -> distribution.
  • **Structured Data Generator plugin**: Plugin focused on generating JSON-LD, FAQPage, HowTo, and other structured data schemas that improve AI engine citation. Framework-aware with Next.js, Astro, WordPress adapters.

Patterns

  • **Dual scoring model**: 50% deterministic checks (pass/fail, 80%+ pages must pass) + 50% LLM-evaluated quality dimensions (0-5 scale). Combines objective and subjective assessment.
  • **Framework-specific fix routing**: Detect stack first, then apply targeted fixes per framework. Prevents generic advice that doesn't apply to the user's specific setup.
  • **Priority-ordered fixing**: Blockers (Priority 1) first, then progressively lower priorities. Ensures the most impactful fixes happen before lower-impact ones.
  • **Quantitative quality gate**: Target score (80+) as a concrete, measurable completion criterion. Removes subjectivity from "done" assessment.
  • **Novel domain encoding**: AEO/GEO is a new discipline being codified as structured agent skills. Demonstrates how emerging domains can be rapidly encoded into agent-consumable formats.

Library Mapping

Extractable ProcessLibrary StatusActionExisting PathTarget Placement
AEO/GEO Website Audit ProcessNEWAI Engine Optimization audit with dual scoring model and framework-specific fixes-specializations/business/aeo-geo-audit.js
Content Marketing PipelineNEWComplete GTM engineering workflow from research to distribution-specializations/business/content-marketing-pipeline.js
Reddit Opportunity ResearchNEWSocial media research methodology for content opportunities-specializations/business/reddit-opportunity-research.js
Framework-Specific SEO OptimizationNEWCross-framework SEO optimization with stack detection and targeted fixes-specializations/business/framework-specific-seo-optimization.js
Dual Scoring Assessment ModelNEWCombined deterministic and LLM-evaluated quality assessment framework-specializations/shared/dual-scoring-assessment-model.js
Priority-Ordered Fix ImplementationNEWBlocker-first fix ordering with quantitative completion criteria-specializations/shared/priority-ordered-fix-implementation.js
Keyword Research and AnalysisNEWSEO keyword research with AEO/GEO optimization considerations-specializations/business/keyword-research-analysis.js
Content Planning and StrategyNEWGEO-optimized content planning with audience and platform targeting-specializations/business/content-planning-strategy.js
Backlink Building StrategyNEWStrategic backlink acquisition and relationship building methodology-specializations/business/backlink-building-strategy.js
Structured Data GenerationNEWJSON-LD and schema markup generation for AI engine optimization-specializations/business/structured-data-generation.js

Plugin Marketplace Mapping

Plugin IdeaMarketplace StatusActionExisting PluginTarget Placement
AEO/GEO Site Audit IntegrationNEWExternal audit tool integration with aeo-audit.sh and framework detection-plugins/a5c/marketplace/plugins/aeo-geo-audit-integration/

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