> ## 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.

# Measure AI Visibility's Impact on Traffic

> Pair Google Analytics with Scrunch after lifting AI presence on a topic to confirm whether traffic followed and build the ROI case for AI visibility work.

Improving your AI visibility is the work. Proving it drove results is what gets the next round of budget. This workflow connects Scrunch presence improvements to Google Analytics traffic data, so you can show exactly which pages got more traffic after they started getting cited by AI engines.

<Info>
  **Tools used in this workflow**

  | Tool                 | Required?   | Used for                                                  |
  | -------------------- | ----------- | --------------------------------------------------------- |
  | Scrunch MCP          | Required    | AI visibility metrics before and after content changes    |
  | Google Analytics MCP | Recommended | Traffic data to correlate with AI visibility improvements |

  No Google Analytics MCP? Use the **Scrunch only** tab to pull the visibility side of the story — then compare to GA manually.
</Info>

***

<Tabs>
  <Tab title="Google Analytics + Scrunch">
    Replace the bracketed values, then paste the whole thing into Claude.

    ```text theme={null}
    For [brand name], measure whether our AI visibility improvements have driven traffic growth.

    Step 1 — Pull before/after AI visibility from Scrunch:
    Get presence metrics for [brand name] for two periods:
    - Before period: [start date] to [end date]
    - After period: [start date] to [end date]

    For each period, show: overall presence rate, presence rate per tag, and citation rate to [brand domain] per tag. Identify the tags where presence improved the most — these are the topics we'll cross-reference against traffic.

    Step 2 — Pull corresponding traffic data from Google Analytics:
    For the same two date ranges, get:
    - Organic traffic to [specific pages we optimized or created] — sessions and users, before vs. after
    - Overall organic traffic to [domain] — any meaningful change in the period?
    - Direct traffic — did brand awareness lift alongside AI visibility?
    - Referral traffic from AI sources (Perplexity, ChatGPT, etc.) — are AI engines showing up as referrers yet?

    Step 3 — Find the correlation:
    For each page or topic where Scrunch shows improved AI presence:
    - Did organic traffic to that page increase in the same window?
    - What's the % change in traffic vs. the % change in AI presence rate?
    - Are there topics where AI visibility improved but traffic hasn't followed yet? (May just need more time)
    - Any traffic gains that don't correlate with AI visibility changes? (Worth flagging)

    Step 4 — Write the impact summary:
    Summarize the connection between AI visibility improvements and traffic outcomes. Be specific: which pages moved, by how much, over what timeframe. Flag anything that looks like a lagging indicator (visibility up, traffic not yet) and anything that looks like an outlier.
    ```

    **What you get:** A clear before/after story connecting AI visibility work to traffic outcomes — specific enough to present to a client or leadership team as evidence that Scrunch-driven content improvements are working.
  </Tab>

  <Tab title="Scrunch only">
    No GA connected? This pulls the visibility side of the story. You can compare it against your GA data manually.

    ```text theme={null}
    For [brand name] in Scrunch, give me a before/after comparison of AI visibility for topics where we've published or optimized content.

    Compare these two periods:
    - Before: [start date] to [end date]
    - After: [start date] to [end date]

    For each period, show:
    1. Overall presence rate and the change
    2. Presence rate per tag — which topics improved the most?
    3. Citation rate to [brand domain] per tag — are more citations pointing to our pages?
    4. For the tags that improved most: which specific prompts are now showing brand_present = true that weren't before?

    Summarize: what moved, by how much, and which pages are now being cited that weren't previously. I'll cross-reference this against Google Analytics traffic data manually.
    ```
  </Tab>
</Tabs>

***

## Tips

<AccordionGroup>
  <Accordion title="How long before traffic follows AI visibility">
    AI citation improvements typically take 30–90 days to show up in traffic data, depending on how frequently AI engines refresh their training or retrieval indexes. Run this workflow at the 30-day mark to check for early signals, then again at 60 and 90 days for a clearer picture. Don't write off a page because it hasn't moved in the first month.
  </Accordion>

  <Accordion title="What counts as a meaningful correlation">
    You're looking for directional evidence, not statistical proof. If a page's AI presence went from 10% to 45% and organic traffic grew 30% in the same period, that's a meaningful signal — even if you can't isolate AI as the sole cause. Be honest about confounding factors (seasonality, other content changes) when presenting the data.
  </Accordion>

  <Accordion title="AI referral traffic in Google Analytics">
    Some AI engines pass referral data — Perplexity in particular shows up in GA referral reports. ChatGPT Browse traffic sometimes appears as well. Look for these as direct signals in your referral report. Low numbers are normal — this channel is still early. The trend matters more than the absolute volume.
  </Accordion>

  <Accordion title="Building an ongoing measurement dashboard">
    Run this workflow monthly and save the output to Notion or Google Docs using the Monthly Client Report workflow. After 3–4 months you'll have a longitudinal dataset showing how AI visibility changes and traffic outcomes move together over time — much more compelling than a single before/after snapshot.
  </Accordion>
</AccordionGroup>

***

<CardGroup cols={2}>
  <Card title="Build an AI Content Brief from Keyword Rankings" icon="chart-bar" href="/mcp/workflows/keyword-rankings-to-ai-brief">
    Start here before creating content — combine SEO keyword data with Scrunch gaps to prioritize what to build.
  </Card>

  <Card title="Monthly Client Report" icon="file-chart-column" href="/mcp/workflows/monthly-client-report">
    Roll this measurement into a full monthly report with competitive context and recommendations.
  </Card>
</CardGroup>