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Find Out Why AI Search Skips Your Brand

Your content may rank in Google and still get left out of AI answers.

The Observable Agentic RAG Audit is a free spreadsheet template that helps you test high-value buyer questions across tools like ChatGPT, Gemini, and Perplexity, then see where your brand shows up, gets cited, or loses to competitors.

Download free template

Are you managing an entire department and struggling to get results?

AI search tools don’t just answer the question someone types.
 
They break that question into smaller searches, pull from different sources, compare options, and decide which brands deserve a final citation.
 
That means your content can appear during the research process, then vanish from the answer your buyer actually sees.

THE MISSING PIECE SITS BETWEEN

Search and the Final Answer

If you can’t see that gap, you can’t fix it.

Most teams can see rankings.
Some teams can track AI citations.
Very few can see what happens in the middle.
 
That middle step is where your brand may
be losing:

  • Your content gets found, but doesn’t get cited
  • A competitor answers the sub-question better
  • Your page is too broad for the exact buyer need
  • Your content lacks freshness, structure, proof, or authority
  • AI tools choose another source for the final response

Run a Clear Audit of Where Your Brand Shows Up

This template gives you a practical way to test AI search visibility without a technical setup.
 
You’ll choose five buyer questions that matter to your business, run them through major AI research tools, and log what each tool searches for behind the scenes.

Then the spreadsheet helps you spot:

  • Where your brand appears
  • Where your brand gets cited
  • Where competitors win
  • Which topics you’re missing
  • Which content fixes deserve priority

What You Get in the Audit Template

The download includes a ready-to-use spreadsheet with:

What You Get in the Audit Template

The download includes a ready-to-use spreadsheet with:

Setup sheet: Choose five target buyer questions

Sub-query log: Track the smaller searches AI tools run

Coverage dashboard: See where your brand appears and gets cited

Miss classification sheet: Label the reason your brand missed the answer

Action roadmap: Turn visibility gaps into content priorities

Stop Guessing Where AI Search Leaves You Out

AI search is already shaping which brands buyers trust before they ever reach your site.

Use this audit to find the questions you should own, the competitors taking your place, and the content gaps costing you visibility.

Enter your email to get the spreadsheet template.

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