MMSGA

AI Search Visibility Checker

Measure entity clarity, answer readiness, source signals, and machine-readable structure, then get prioritized GEO recommendations.

Check your AI visibility signals

A public URL provides the fullest report. A brand name gives you a lightweight entity-readiness check.

This is a signal audit—not a claim about live rankings or a specific model's answers.

Your GEO readiness report will appear here

You will see four explainable dimensions and prioritized improvements.

GEO signal audit

How AI search visibility is assessed

AI answer engines need more than crawl access. They also need a clear entity, answer-ready passages, credible support, and machine-readable context. This checker organizes those signals into four explainable dimensions.

The four visibility dimensions

Entity clarity

Looks for a consistent name, a direct description of the entity, and enough context to distinguish what it offers.

Answer readiness

Checks whether important ideas are stated directly in passages that can be understood without relying on surrounding marketing copy.

Source signals

Reviews visible authorship, evidence, citations, and supporting references that make claims easier to verify.

Technical signals

Considers crawl access, canonical signals, metadata, and structured data that help systems retrieve and interpret the page.

Illustrative example

Example visibility finding

The values below are illustrative. A real URL check uses the evidence available on the submitted page.

Entity clarity
Strong — the brand and product category are stated directly
Answer readiness
Moderate — useful definitions exist but key questions lack concise answers
Source signals
Weak — claims are not supported by named sources or first-party evidence
Priority action
Add a sourced methodology section and a direct answer near the main heading

Improve the weakest evidence-backed dimension first. Clearer wording helps retrieval, while sources and methodology help an answer engine decide whether a passage is safe to cite.

URL checks versus brand checks

A URL provides observable page evidence. A brand-name-only check can assess basic entity readiness, but it cannot verify live technical, authorship, citation, or structured-data signals.

  1. 1Determine whether the input is a public URL or a brand name.
  2. 2For a URL, inspect visible content and machine-readable page signals.
  3. 3Map observed signals to entity, answer, source, and technical dimensions.
  4. 4Return strengths and prioritized recommendations with the evidence available for that input type.

How to interpret the result

  • This is a signal audit, not a live ranking or citation tracker for a specific model.
  • AI answers can vary by engine, model, prompt, location, and time.
  • A brand-name input cannot provide the same evidence as a canonical public URL.
  • Strong page signals improve clarity and trust, but no optimization can guarantee inclusion in an AI answer.

How it works

A useful answer in three steps.

The tool keeps the workflow short while preserving the context you need to act on the result.

  1. 1

    Enter a public URL or brand name and an optional topic.

  2. 2

    We evaluate entity, content, citation, and technical signals.

  3. 3

    Use the recommendations to make your content easier to extract and trust.

When to use it

Built for everyday search work.

Brand discoverability

Check whether your brand and offering are described with enough context to identify them.

Answer-ready content

Find opportunities to add concise definitions, direct answers, and supporting evidence.

GEO planning

Prioritize changes that help answer engines understand, retrieve, and cite a page.

Frequently asked questions

Quick context for using the tool and interpreting its output.

What is AI search visibility?+

AI search visibility is the likelihood that answer engines can understand your entity, retrieve relevant content, and confidently use it in an answer.

Is this the same as a ranking tracker?+

No. It audits the signals that support AI discovery and citation; it does not claim to measure every model's live answers.

Do I need a URL?+

A public URL produces the most detailed analysis. You can also enter a brand name for a lightweight entity-readiness check.