seo-geo

SEO & GEO (Generative Engine Optimization) for websites. Analyze keywords, generate schema markup, optimize for AI search engines (ChatGPT, Perplexity, Gemini, Copilot, Claude) and traditional search (Google, Bing). Use when user wants to improve search visibility, search optimization, search ranking, AI visibility, ChatGPT ranking, Google AI Overview, indexing, JSON-LD, meta tags, or keyword research.

1.31x

Quality

92%

Does it follow best practices?

Impact

96%

1.31x

Average score across 6 eval scenarios

Securityby

Advisory

Suggest reviewing before use

Quality

Discovery

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is a strong, well-crafted skill description that clearly defines its domain (SEO & GEO), lists concrete actions, names specific platforms, and includes an explicit 'Use when...' clause with extensive natural trigger terms. It uses proper third-person voice throughout and is concise without being vague. It serves as a near-ideal example of a skill description.

Dimension	Reasoning	Score
Specificity	Lists multiple specific concrete actions: 'Analyze keywords', 'generate schema markup', 'optimize for AI search engines' and 'traditional search', with named platforms (ChatGPT, Perplexity, Gemini, Copilot, Claude, Google, Bing).	3 / 3
Completeness	Clearly answers both 'what' (analyze keywords, generate schema markup, optimize for AI and traditional search engines) and 'when' with an explicit 'Use when...' clause listing numerous trigger scenarios.	3 / 3
Trigger Term Quality	Excellent coverage of natural terms users would say: 'search visibility', 'search optimization', 'search ranking', 'AI visibility', 'ChatGPT ranking', 'Google AI Overview', 'indexing', 'JSON-LD', 'meta tags', 'keyword research', plus the acronyms SEO and GEO.	3 / 3
Distinctiveness Conflict Risk	Occupies a clear niche around SEO/GEO with highly specific triggers like 'JSON-LD', 'schema markup', 'ChatGPT ranking', and 'Google AI Overview' that are unlikely to conflict with other skills.	3 / 3
	Total	12 / 12 Passed

Implementation

85%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is a well-structured, highly actionable skill that provides concrete commands, templates, and a clear multi-step workflow for SEO/GEO optimization. Its progressive disclosure is excellent with well-organized references. The main weakness is moderate verbosity—the 'Use this for' annotations and some explanatory text could be trimmed to improve token efficiency.

Suggestions

Remove the 'Use this for' annotations after each command—Claude can infer when to use curl for meta tags vs robots.txt without explicit guidance, saving ~10 lines.

Trim the introductory paragraph and Quick Reference section; the description frontmatter already covers what SEO/GEO is, and 'Key Insight' about citation vs ranking is unnecessary context for Claude.

Dimension	Reasoning	Score
Conciseness	The skill is fairly comprehensive but includes some unnecessary explanations (e.g., 'AI search engines don't rank pages - they cite sources' is somewhat obvious in context, and the 'Use this for' annotations after each command add bulk). The GEO methods table and platform-specific sections are information-dense and earn their tokens, but overall it could be tightened by ~20%.	2 / 3
Actionability	Provides concrete, executable bash commands, complete JSON-LD schema examples, HTML meta tag templates, and specific WebSearch queries. The checklist items, schema validation URLs, and report template are all copy-paste ready and immediately usable.	3 / 3
Workflow Clarity	Clear 5-step sequential workflow (Audit → Research → GEO Optimize → Traditional SEO → Validate & Monitor) with explicit validation steps in Step 5 (schema validation, indexing checks). The report template serves as a verification checklist, and the workflow naturally builds from analysis to implementation to validation.	3 / 3
Progressive Disclosure	Excellent structure with a concise overview in the main file and well-signaled one-level-deep references to detailed materials (platform-algorithms.md, geo-research.md, schema-templates.md, seo-checklist.md, tools-and-apis.md, case study). The main file provides enough actionable content to be useful standalone while pointing to deeper resources.	3 / 3
	Total	11 / 12 Passed

Validation

100%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository: resciencelab/opc-skills
Commit: 0c048af

Reviewed: 1 day ago

Table of Contents

Discovery Implementation Validation

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