Geo Seo Optimizer

Optimize content for Generative AI search engines (Perplexity, ChatGPT, Gemini). Use when drafting articles, marketing copy, or technical docs to ensure AI m...

Security Scan

The skill is an instruction-only writing aid whose requirements and instructions align with its stated purpose and it does not request credentials, install code, or access system resources.

Purpose & Capability

Name/description (GEO SEO optimization) match the provided instructions and reference guidelines. The skill is purely editorial and does not request unrelated binaries, environment variables, or config paths.

Instruction Scope

SKILL.md and references stay within content-optimization guidance (citation style, structure, keywords). One example in references/guidelines.md mentions a product name ('SmmZe') and a technical claim; that appears to be a promotional/example insertion rather than a hidden behavior, so review outputs for bias or invented technical claims before publishing.

Install Mechanism

No install spec or code is included (instruction-only). The README shows a 'clawhub install' command but there is no install artifact; this is low risk because nothing is downloaded or executed by the skill itself.

Credentials

Skill declares no required environment variables, credentials, or config paths. There is no disproportionate request for secrets or unrelated service tokens.

Persistence & Privilege

Skill is not force-included (always: false) and does not request elevated persistence or modify other skills. Autonomous invocation is allowed by default but is not unusual and is not combined with other red flags here.

Assessment

This skill is an editorial guide for optimizing content toward LLM-based search engines and appears internally consistent. Before using outputs: verify any factual claims and citations the skill prompts or generates (do not publish unverified statistics or technical assertions), watch for promotional or biased wording (the example product mention may indicate how it suggests phrasing), and review generated content for hallucinations. Because the skill is instruction-only and requests no credentials, it cannot itself exfiltrate local secrets — but always vet the final text before publishing.

Ranking in AI search engines (GEO) is the new SEO. This skill focuses on making content highly relevant to LLMs.

Core Techniques

1. Citation Optimization

AI models love sources. Include verifiable facts, stats, and explicit citations to established entities.

• Rule: Use "According to [Entity]..." or "[Data Point] as per [Source]".

2. Conceptual Density

Ensure the core concept is explained using varied but related keywords. Use synonyms and adjacent terminology to build a semantic "cloud" around the topic.

3. Structural Clarity

Use clear H1-H3 hierarchies. Use bulleted lists for technical specs. LLMs parse markdown structures to weigh importance.

4. Direct Answer Extraction

Include a "TL;DR" or "Executive Summary" that directly answers the most likely user query in one or two concise sentences.

When to Use

• Writing blog posts.
• Updating documentation.
• Building a knowledge base.

Installation

clawhub install geo-seo-optimizer