20 free Credits for new accountsNo separate sign-up or credit card: continue with Google or GitHub, then top up only when you need to with pay-as-you-go Credits.
GeoVouch

GEO / AEO WORKFLOW

Find out why AI assistants surface—or miss—your product.

GeoVouch helps product teams inspect the evidence behind AI discovery. Analyze one product's website, category search presence, and independent coverage, or test a buyer question across selected AI models. See the pages, answers, and citations behind each finding.

Enter a website URL to identify the product entity, then evaluate its official content, external search presence, and independent third-party coverage across a 7-step workflow.

How Product GEO Analysis works

One URL becomes a 7-step readiness report

Every step builds on the last — identity first, then the product's own content, then how it shows up beyond its own site, ending in one cross-referenced verdict.

Identify Entity
1
Identify entity

Confirm the product name, official homepage, and identity from your URL.

Official Website
2
Technical GEO

Check whether the page can be crawled, understood, and cited by search engines and AI systems.

3
Official Content Analysis

Score how well the product's own content states and supports its claims.

External Presence
4
Category Search Results

See if the product surfaces in de-branded search results for its category.

5
Share of Voice

Measure its share of voice in third-party comparison articles.

6
3rd-Party Content Analysis

Score independent coverage found by searching the product's name.

Final Report
7
Final Report

Cross-reference official claims against independent evidence for one verdict.

WHAT THIS IS FOR

Built for pages that stand for one product or brand

Product GEO Analysis starts by resolving the entity your page is about, then measures that entity everywhere else. So the test is not what industry you are in — it is whether your site presents something an AI assistant could name in an answer.

Works on

  • SaaS and web products — a named product with its own homepage, feature and pricing pages.
  • Own-brand ecommerce and DTC stores — where the brand itself is what gets recommended, and your product has a category buyers compare within.
  • Apps, extensions and developer tools — anything with a product identity and a category others publish round-ups about.
  • A single product line inside a larger site — point it at that product's own page, not the corporate home page.

Not a fit

  • Stores that resell other brands. The entity the analysis finds would be the brands you stock, not you — so the report would be about them.
  • Blogs, media and content hubs. There is no product for an assistant to recommend, so there is no share of the conversation to measure.
  • Marketplaces and category pages. Many products, no single entity to be the subject.
  • Corporate or group sites with no product page. A company name is not what buyers ask an assistant for.

If your own pages never state what category your product belongs to, Share of Voice will say so instead of guessing one for you — that gap is itself the finding, because assistants are reading the same pages.

HOW THIS DIFFERS

Most tools report the score. This one reports the evidence.

Every number points at its source

The query that found it, the article it was counted in, the model response it came from. The score is the summary, not the product.

Two steps never use your name

Category search and Share of Voice are written to resemble a stranger's question. Searching your own brand and finding yourself proves nothing.

It says when it cannot measure

A category that searched the wrong industry is flagged in red. Pages too thin to establish a category stop the step rather than borrowing one — and cost nothing.

See the full comparison, including what GeoVouch does not do →

START HERE

Questions product teams ask before measuring AI visibility

Clear scope first: what GeoVouch measures, what each workflow starts from, and how Credits are used.

What is GeoVouch?

GeoVouch is an evidence-based GEO and AEO analysis tool for product teams. It checks how AI systems can understand, recommend, and cite a product from its official website and independent sources.

What does Product GEO Analysis evaluate?

Product GEO Analysis starts with one website URL. It confirms the product entity, reviews technical and official-content signals, then compares search visibility, third-party coverage, and share of voice in one evidence trail.

What is Prompt Result Analysis?

Prompt Result Analysis starts with a real buyer question instead of a target product. It runs that question across selected models so you can see which products each model mentions, recommends, and cites in its answers.

How are Credits used?

Credits pay for the AI, search, and web-retrieval work needed to produce an analysis. GeoVouch uses one-time Credit packs and optional monthly Credits; see the full FAQ and pricing page for current details.

Read the complete GEO / AEO FAQ →

Last updated September 13, 2026.