Boost AI Search Citability: Score and Improve Page Quotability

Boost AI Search Citability: Score and Improve Page Quotability

The Boost AI Search Citability skill allows developers to evaluate how quotable a single page is for AI search engines. By interacting with the geo CLI, it explains the seven citability signals behind each score and prioritizes the most impactful adjustments. It is designed for use with ChatGPT, Claude, Perplexity, Gemini, and AI Overviews.

What this skill does

• Utilizes the geo score command to calculate the citability score of a web page, assessing whether AI engines can extract passages without altering context.
• Explains the significance of seven distinct citability signals to inform scoring.
• Recommends two to three adjustments to enhance page citability based on the seven signals.
• Provides a preflight check for the appropriate version of the command-line interface, ensuring compatibility and functionality.

Who it is for

This skill is suitable for developers and teams using AI coding agents such as Claude Code, Cursor, and Codex. It supports these professionals in understanding and improving how AI engines interact with their content.

Use cases

• Assessing and enhancing the quotability of news articles for AI summary tools.
• Reviewing public web content to ensure effective indexing by AI search engines.
• Optimizing educational material on websites for better educational AI agent interaction.

Technical details

• Integrates with the geo CLI, leveraging the seomator-geo-audit tool (version 1.2.x or newer) to score pages for citability.
• Offers command options such as --json for streamlined output and --allow-private for audits on private networks.
• Honors ethical standards by requiring users to comply with target site terms and targeting only publicly available information.

Source & Licence

This package is built on open-source work published by seo-skills (seo-skills/geo-audit-skill) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.