> ## 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.

# Platform-Specific Analysis

> MCP prompts that compare brand visibility on ChatGPT, Perplexity, Gemini, and Google AI Overviews to find which platform is underperforming and why.

ChatGPT, Perplexity, Gemini, and Google AI Overviews don't behave the same way. Use these prompts to find where \[brand name] underperforms on specific platforms and what's different about the queries it's losing there.

***

<AccordionGroup>
  <Accordion title="Diagnose Your Weakest AI Platform">
    Visibility rates ranked by platform — plus the specific prompts driving the worst performance.

    ```text theme={null}
    For [brand name], run the following analysis for each major platform (chatgpt, perplexity, claude, gemini, grok, meta):
    - Total variants on that platform
    - brand_present = true count on that platform
    - brand_present = false count on that platform
    - Visibility rate per platform

    Rank platforms by visibility rate. For the two lowest-performing platforms, pull 10 example prompts where brand_present = false to show what types of queries [brand name] is missing there.
    ```
  </Accordion>

  <Accordion title="Deep-Dive a Specific Platform's Gaps">
    What is \[brand name] consistently missing on one particular platform? Are the gaps topic-specific?

    ```text theme={null}
    For [brand name], pull prompt variants filtered to:
    - platform = [platform name]
    - brand_present = false

    Limit to 30 results sorted by observation_count descending. What is [brand name] consistently missing on [platform name]? Are the gaps concentrated in specific topics or tags? Is there a pattern to what [platform name] tends to surface vs. what [brand name] provides?
    ```
  </Accordion>

  <Accordion title="Find Platform Inconsistencies">
    Prompts where \[brand name] appears on ChatGPT but not Perplexity (or vice versa) — these inconsistencies reveal platform-specific optimization opportunities.

    ```text theme={null}
    For [brand name], I want to find prompts where [brand name] appears on some platforms but not others.

    Pull variants where brand_present = true for platform = chatgpt. Then pull brand_present = false for the same tag set on platform = perplexity. Compare the overlap — identify seed prompts where ChatGPT cites [brand name] but Perplexity doesn't (or vice versa). These inconsistencies reveal platform-specific optimization opportunities.
    ```
  </Accordion>
</AccordionGroup>

***

<CardGroup cols={2}>
  <Card title="Visibility Overview" icon="chart-line" href="/mcp/prompts/visibility-overview">
    Get the full cross-platform visibility picture before drilling into a specific platform.
  </Card>

  <Card title="Citation Analysis" icon="link" href="/mcp/prompts/citation-analysis">
    See which content is being cited on each platform and where the gaps are.
  </Card>
</CardGroup>