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

# Rankings & Priority Lists

> MCP prompts that return ranked top-10 and bottom-10 lists of best performing prompts, biggest missed opportunities, and weakest topic areas for triage.

These prompts produce ranked lists optimized for two jobs: sharing the wins with stakeholders and triaging where to act next. Each one returns a top-10 or bottom-10 view sorted by observation count or visibility rate.

***

<AccordionGroup>
  <Accordion title="See Your Top 10 Performing Prompts">
    The highest-visibility prompts — what's driving them, and what do they have in common?

    ```text theme={null}
    For [brand name], pull prompt variants filtered to brand_present = true. Sort by observation_count descending. Return the top 10.

    For each:
    - Show the seed prompt text
    - Show the platform
    - Show the observation count
    - Note whether it's branded or unbranded
    - Note the tag/topic

    Summarize: what do [brand name]'s best-performing prompts have in common? Topic, framing, funnel stage?
    ```
  </Accordion>

  <Accordion title="Find Your 10 Biggest Missed Opportunities">
    The most-observed queries where \[brand name] is absent — ranked by how much it matters.

    ```text theme={null}
    For [brand name], pull prompt variants filtered to brand_present = false. Sort by observation_count descending. Return the top 10.

    For each:
    - Show the seed prompt text
    - Show the platform
    - Show the observation count
    - Note whether it's branded or unbranded
    - Note which competitors appear instead (if any)

    Prioritize: which of these 10 gaps represents the most urgent fix, and why?
    ```
  </Accordion>

  <Accordion title="Find Where a Competitor Most Displaces You">
    The highest-observation prompts where \[competitor name] appears and \[brand name] doesn't — what to fix first.

    ```text theme={null}
    For [brand name], get the competitor ID for [competitor name]. Pull variants filtered to:
    - competitor_present = [competitor ID]
    - brand_present = false

    Sort by observation_count descending. Return top 10.

    These are the highest-stakes losses — prompts where [competitor name] is getting the AI mention and [brand name] isn't. For each, identify what content [brand name] would need to create or optimize to compete.
    ```
  </Accordion>

  <Accordion title="Find Your Most-Cited Pages">
    The owned pages that AI cites most often — understand what makes them work so you can replicate it.

    ```text theme={null}
    For [brand name], pull variants filtered to citation_domain = [brand domain]. Sort by observation_count descending. Return top 10.

    These are the prompts where [brand name]'s own content is getting cited most by AI. Note which pages are cited and what topics they cover. These are the pages to protect, expand, and use as a model for other content.
    ```
  </Accordion>

  <Accordion title="Rank Your Weakest Topic Areas">
    Tag groups with the lowest visibility rate — combining gap size and observation volume into a single priority score.

    ```text theme={null}
    For [brand name], get all tags. For each tag, pull:
    - Total variant count for that tag
    - brand_present = true count for that tag

    Calculate visibility rate per tag. Return the 10 tags with the lowest visibility rate. Rank by urgency: low visibility rate combined with high observation count = highest priority.
    ```
  </Accordion>
</AccordionGroup>

***

<CardGroup cols={2}>
  <Card title="Reporting Digests" icon="file-lines" href="/mcp/prompts/reporting">
    Package these rankings into a pre-call brief, monthly digest, or QBR summary.
  </Card>

  <Card title="Monthly Client Report" icon="calendar" href="/mcp/workflows/monthly-client-report">
    Full workflow: pull all the data and have Claude write and save the complete report.
  </Card>
</CardGroup>