GEO-SEO-Claude
Open-source tool that optimizes websites for AI search engines (ChatGPT, Perplexity, Gemini, Copilot, Claude). Uses Claude as the optimization engine.
What It Is
GEO-SEO-Claude is a GitHub-hosted tool by Zubair Trabzada that automates Generative Engine Optimization - making website content more likely to be cited by AI search engines. It analyzes pages and suggests structural, semantic, and schema changes that improve AI citability.
The tool directly addresses the GEO thesis that Kevin's Security and Review Skills skill already encodes: traditional SEO optimizes for crawler ranking algorithms, while GEO optimizes for LLM retrieval and citation patterns. The two overlap but diverge on structure (LLMs prefer clear entity definitions, authoritative sourcing, and schema markup over keyword density). Source: X/@tom_doerr, 2026-03-09; GitHub
Capabilities
Per the repo README that the launch tweet links to, GEO-SEO-Claude is a "GEO-first, SEO-supported" skill for Claude Code: it optimizes for AI-powered search engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) while preserving traditional SEO foundations. The skill covers citability scoring, AI crawler analysis, brand authority, schema markup, platform-specific optimization, and PDF reports. The framing is that AI search is eating traditional search, so it optimizes for where traffic is going rather than where it was. Source: X/@tom_doerr, 2026-03-09
The reviewed images are repo README/hero artifacts, not generic screenshots. They expose the command surface: /geo audit, /geo quick, /geo citability, /geo crawlers, /geo llmstxt, /geo brands, /geo platforms, /geo schema, /geo technical, /geo content, /geo report, and /geo report-pdf in the current README. The older viral image shows the same product as /audit <url>, /crawlers <url>, /citability <url>, /schema <url>, /brands <url>, /platforms <url>, /report <url>, and /report-pdf, with 11 skills, 5 parallel agents, 6 schema templates, and PDF reports. The current README now describes 13 specialized sub-skills. Source: local X image artifacts, 2026-06-30 and 2026-07-03; GitHub README, 2026-07-03
Source Snapshot and Skill Decision
Current source snapshot as of 2026-07-03: zubair-trabzada/geo-seo-claude, default branch main at 9eec32f5f700a1e6c3cb1cb735a56ee5ec49a964, MIT license, 8,826 stars, 1,407 forks, no GitHub releases or tags. Brin returned 65 caution for the repo and 59 caution for the skill on the earlier scan. Treat it as a high-signal reference implementation, not a new active executable skill in Kevin's stack yet. Source: GitHub API and git ls-remote, 2026-07-03; Brin API, 2026-06-30
Kevin already has overlapping active owners: ai-seo for AI-search citation work, seo-geo for operational SEO/GEO scripts, seo-geo-optimization for the Princeton-method playbook, and seo-audit for traditional technical audits. Importing GEO-SEO-Claude directly would create duplicate routes unless a future pass extracts a specific missing capability, such as its PDF-report format, crawler diagnostics, or multi-agent audit orchestration.
Relevance to Kevin's Stack
Kevin already has the seo-geo-optimization skill (21K installs from resciencelab/opc-skills) and the seo-audit skill. GEO-SEO-Claude is a complementary open-source implementation that could be used as a reference or integrated into the existing skill pipeline.
For live Google Ads, Meta Ads, and Search Console agent skills, see NotFair (SEO and Ads Claude Skills) (NotFair plugin, MCP-backed). GEO-SEO-Claude targets AI search citability; NotFair targets operational marketing data. Source: compiled from tool comparison, 2026-06-01
Signal
- 2,354 likes, 5,062 bookmarks on X - 2.15x bookmark-to-like ratio is exceptionally high, indicating developers are bookmarking for implementation rather than casual engagement
Timeline
- 2026-03-09 | @simplifyinAI viral post on open-source GEO-SEO-Claude skill. 1,392 likes, 3,784 bookmarks. Source: X/@simplifyinAI, 2026-03-09
- 2026-03-09 | Shared on X by @tom_doerr. "Optimizes websites for AI search engines." Source: X/@tom_doerr, 2026-03-09
- 2026-05-17 | Added to wiki tool registry. Source: X bookmark absorption, 2026-05-17
- 2026-06-01 | Cross-linked NotFair (SEO and Ads Claude Skills) from Batch A absorption. Source: compiled from enrichment, 2026-06-01
- 2026-06-01 | Capabilities detail added from enriched repo README
2030864180417356230: citability scoring, AI crawler analysis, brand authority, schema markup, platform-specific optimization, and PDF reports. Source: compiled from enrichment, 2026-06-01 - 2026-06-30 | Deep-reviewed the image artifact and current repo state. Recorded the route-command surface, current source snapshot, and no-import decision because Kevin's active SEO/GEO skill family already owns execution. Source: X bookmark artifact audit, 2026-06-30
- 2026-07-03 | Re-reviewed the @simplifyinAI artifact and current GitHub source. Updated current command surface to the
/geo ...README routes, 13 sub-skills, and 8,826-star source snapshot. Source: X/@simplifyinAI, 2026-03-09