> ## Documentation Index
> Fetch the complete documentation index at: https://www.conductor.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Score Product Pages for AI Citations

> Get a product or category page ready to be recommended by AI with a scored audit and fix list.

export const DownloadTemplate = ({file, href}) => {
  return <Card title={file} horizontal>
      <a href={href} download={file} className="template-download-button not-prose">
        <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round" aria-hidden>
          <path d="M12 15V3" />
          <path d="M21 15v4a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2v-4" />
          <path d="m7 10 5 5 5-5" />
        </svg>
        Download
      </a>
    </Card>;
};

*New to using LLM skills? Check out our [Introduction to Using Skills](/templates/introduction-to-using-skills)*

<div style={{ float: 'right', marginLeft: '24px', marginBottom: '16px', width: '50%' }}>
  <DownloadTemplate file="conductor-ecomm-product-page-citation-scorer.zip" href="/templates/files/downloads/conductor-ecomm-product-page-citation-scorer.zip" />
</div>

The `conductor-ecomm-product-page-citation-scorer` skill audits a single product or category page against eight signals AI engines use when deciding what to cite in shopping recommendations—including answer density, use case specificity, comparison content, schema markup, and review presence.

This skill returns a scored readiness report with a priority fix list and specific copy suggestions. Built for e-commerce teams asking "why isn't AI recommending my product page" or "is this page ready before we publish."

<div style={{ clear: 'both' }} />

## Walkthrough

<iframe src="https://player.vimeo.com/video/1184190455?badge=0&autopause=0&player_id=0&app_id=58479" allow="fullscreen" />

## Change Log

*No changes to report*

<Note>
  The `SKILL.md` templates (and their supporting files and ZIP bundles) are
  open-sourced under the **Apache License 2.0**. You may reproduce, modify,
  and distribute them, provided you include a copy of the license, preserve
  existing copyright and attribution notices, note any modifications you
  make to the files, and propagate any `NOTICE` file that ships with the
  work. Each downloadable ZIP includes `LICENSE` and `NOTICE` files with the
  full terms. Access to the underlying Conductor MCP server still requires
  an active Conductor MCP subscription.
</Note>