onvoyage-ai/gtm-engineer-skills

• highreadme#1

  Reposition README opening to clarify purpose and audience

  原因：

  当前

  Search is shifting from blue links to AI answers — and the GTM playbook that won on Google does not win on ChatGPT, Claude, or Perplexity. Most AI agents still respond with generic marketing copy that no one will rank, cite, or publish. This repo is a different kind of toolkit. Each skill is a focused agent workflow that ships a concrete GTM artifact — a brand DNA doc, a keyword or GEO prompt cluster, a content architecture, AI-citable charts, an AEO audit, a backlink plan, or code-level website fixes. Outputs are files an operator can review, publish, test, or hand to the next skill in the pipeline.

  复制粘贴的修复

  复制

  This repository provides a toolkit of Claude Code skills for Go-to-Market (GTM) Engineers, specifically designed to improve website AEO (AI Engine Optimization) and GEO (Generative Engine Optimization) scores. Unlike traditional SEO tools, this repo offers focused AI agent workflows that ship concrete GTM artifacts—from brand DNA docs and keyword clusters to AI-citable charts and code-level website fixes—to help your content rank and get cited by AI agents like ChatGPT, Claude, or Perplexity.

  待办完成忽略
• mediumtopics#2

  Add topics to reinforce 'GTM engineer toolkit' and 'AI agent workflow'

  原因：

  当前

  aeo, ai-optimization, claude-code, geo, llms-txt, seo, structured-data

  复制粘贴的修复

  复制

  aeo, ai-optimization, claude-code, geo, llms-txt, seo, structured-data, gtm-engineer, ai-agent-skills, content-architecture

  待办完成忽略
• mediumreadme#3

  Add a 'Who is this for?' section to clarify target audience

  原因：

  复制粘贴的修复

  复制

  ## Who is this for?
  This toolkit is built for Go-to-Market (GTM) Engineers, content strategists, and marketing technologists who are actively working to improve their website's performance in AI search engines and generative AI platforms. It provides practical, executable AI agent workflows to produce concrete outputs for AEO and GEO, not just theoretical frameworks.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How to optimize website technical SEO for better performance in AI search engines?

  你：未被推荐
  AI 推荐顺序：

  1. Google's Structured Data Testing Tool
  2. Schema.org's Validator
  3. Google PageSpeed Insights
  4. Google Search Console
  5. Screaming Frog SEO Spider
  6. Bing Webmaster Tools
  7. Google's Mobile-Friendly Test

  AI 推荐了 7 个替代方案，却始终没点名 onvoyage-ai/gtm-engineer-skills。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What frameworks assist with structured data and content architecture for AI engine optimization?

  你：未被推荐
  AI 推荐顺序：

  1. Schema.org
  2. JSON-LD
  3. Contentful
  4. Sanity.io
  5. Strapi (strapi/strapi)
  6. RDF
  7. OWL
  8. Apache Jena
  9. GraphQL
  10. Apache Atlas
  11. Open Graph Protocol
  12. Twitter Cards

  AI 推荐了 12 个替代方案，却始终没点名 onvoyage-ai/gtm-engineer-skills。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of onvoyage-ai/gtm-engineer-skills?

  pass
  ✓AI 明确点名了 onvoyage-ai/gtm-engineer-skills

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts onvoyage-ai/gtm-engineer-skills in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 onvoyage-ai/gtm-engineer-skills

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo onvoyage-ai/gtm-engineer-skills solve, and who is the primary audience?

  pass
  ⚠AI 未点名 onvoyage-ai/gtm-engineer-skills —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？