Use cases

AI Visibility & AEO

Measure AI visibility and AEO with the open-source GEO MCP server: check whether ChatGPT, Claude, Perplexity, Gemini, and Google AI actually cite your site.

Continue with a bounded audit

Use this when

  • You want to know whether AI assistants actually cite your site when they answer questions in your area of work.

A reviewable workflow

  1. Run the GEO MCP server locally or on Cloudflare and connect it to the assistant you want to measure.
  2. Query citations across ChatGPT, Claude, Perplexity, Gemini, and Google AI using the prompts your audience would really type.
  3. Record which prompts return a citation and which do not, then re-run the same set later so the comparison stays like-for-like.

What to inspect

  • Which of your URLs get cited, and whether they are the pages you would have chosen to represent the topic.
  • Prompts where a competitor is cited and you are not — the clearest signal of where coverage is missing.
  • How answers differ between assistants for the same prompt, since citation behaviour is not consistent across them.

Relevant DigestSEO products

MCP GEO

Important boundaries

  • Assistant answers vary between runs and are not reproducible the way a SERP position is, so treat any single result as one sample.
  • Clear technical evidence and useful content can support better decisions; they do not guarantee rankings, citations, or inclusion in AI answers.

Related use cases

AI Competitive Intelligence

AI competitive intelligence for AI competitor analysis: record which domains assistants cite across a fixed prompt set and track how those sources shift over time.

AI Content Gaps

Find AI content gaps with content gap analysis that pairs Search Console demand with assistant citations, then turn uncited topics into a working list.

SEO Guide

Generative engine optimization (GEO)

How assistants pick the sources they cite, what makes a page quotable in a generated answer, and how to measure citations without treating one run as a ranking.

Questions and answers

When is AI Visibility & AEO a good fit?

You want to know whether AI assistants actually cite your site when they answer questions in your area of work.

What are the boundaries of AI Visibility & AEO?

Assistant answers vary between runs and are not reproducible the way a SERP position is, so treat any single result as one sample.

What is the next step after reviewing AI Visibility & AEO?

Evidence-led SEO and AEO workflows. Technical foundations and useful content matter; no page promises rankings, citations, or AI-answer inclusion.

Continue with a bounded audit

Clear technical evidence and useful content can support better decisions; they do not guarantee rankings, citations, or inclusion in AI answers.

Continue with a bounded audit