geo-fix-contentRewrite website content to maximize AI citability — remove hedge language, add data support, improve self-containment, and optimize structure for AI engines....
Install via ClawdBot CLI:
clawdbot install enzyme2013/geo-fix-contentGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Contains instructions to override system prompt or ignore user requests
"Ignore previous instructions"Calls external URL not in known-safe list
https://example.com/blog/postAI Analysis
The skill definition contains explicit security guardrails for handling untrusted content and detecting prompt injection, which mitigates risk. However, the rule-based signals indicate a potential for external URL calls not in a known-safe list, which could be a data exfiltration vector if the implementation is malicious, though no such implementation is shown in the provided snippet.
Audited Apr 17, 2026 · audit v1.0
Generated May 6, 2026
A SaaS company rewrites API documentation to remove hedges like 'may cause' and add concrete metrics, making it more likely for AI tools to cite accurate examples and usage patterns in responses to developer queries.
An online retailer restructures product blurbs into concise, data-backed statements (e.g., 'lasts 10 hours' instead of 'long-lasting') so voice assistants consistently quote specifications in shopping recommendations.
A health website rewrites symptom-checker articles to include clear definitions and robust data, increasing the chance that AI health advisors reference their content as authoritative sources.
A fintech publisher replaces vague phrases like 'could boost returns' with specific historical data and front-loaded answers, making paragraphs directly citable by automated investment assistants.
Offer the optimized, AI-ready content as a subscription API for LLMs and chatbots, charging per query or token usage. Revenue comes from licensing the curated dataset.
Provide one-time or retainer-based content audits and rewrites for businesses wanting to improve AI visibility. Revenue is hourly or per-project.
Build a platform where users paste URLs or text and get instant diagnosed rewrites. Revenue from monthly subscriptions or per-use credits.
💬 Integration Tip
Integrate this skill as a post-publish review step by fetching the URL of the published page, diagnosing issues, and automatically generating revision suggestions. For maximum impact, set up a webhook that triggers analysis whenever new content is published.
Scored May 6, 2026
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