Question 1

What is Vorentus?

Accepted Answer

Vorentus checks what ChatGPT, Gemini, Claude, Perplexity and other AI assistants answer when someone looks for information about your brand — and identifies the gaps, errors and opportunities for improvement.

Question 2

Is Vorentus an AI visibility, GEO or AEO platform?

Accepted Answer

Yes. Vorentus includes AI visibility, GEO and AEO measurement — but goes further. It measures how your organisation appears across AI environments, compares AI observations with verified facts, tests competitive selection, distinguishes persistent signal from noise and connects findings to action and retesting.

Question 3

What does Vorentus measure?

Accepted Answer

Where and how consistently your organisation appears across tested AI environments, what those environments say compared with facts you can verify with evidence, whether you are considered or recommended, which competitors are chosen instead, which changes persist over time, and what changed after retesting.

Question 4

Which AI environments are analysed?

Accepted Answer

Vorentus currently analyses answers from ChatGPT, Gemini, Claude and Perplexity. Coverage may evolve as new models and new forms of AI-assisted search appear. Other assistants without a public interface, such as Microsoft Copilot, can only be recorded through manual observation.

Question 5

How is the visibility score calculated?

Accepted Answer

The score summarises signals observed during the analysis: whether the brand is mentioned, how consistent the answers are across assistants, whether the systems can verify relevant information, and how the brand performs next to alternatives or competitors. Treat it as a diagnostic and comparison indicator — not a guarantee that a given assistant will always produce the same answer.

Question 6

Can I see which brands AI recommends instead of mine?

Accepted Answer

Yes. Every time we run an analysis, we automatically identify the brands that show up in answers where yours doesn't — available immediately, no extra step needed.

Question 7

Why does this matter now?

Accepted Answer

More and more people use AI assistants to discover, compare and evaluate companies, products and services. That creates a new layer of visibility: appearing in search engines is no longer enough. It also matters what information AI systems can find, verify and use when they answer about your business.

Question 8

How does it work?

Accepted Answer

You give us your brand and your website. Vorentus tests questions representative of what a potential customer might ask several AI assistants, and compares the answers. It shows where you are mentioned, where you are ignored, which competitors appear in your place, and what information about your company the models can — or cannot — verify.

Question 9

Which questions are tested?

Accepted Answer

The analysis can include questions about the brand itself, the category it operates in, comparisons with alternatives, recommendations, products, services and other contexts relevant to a buyer's decision. The point is not to test the company name alone, but to understand how it shows up across different search and decision intents.

Question 10

Do AI assistants always give the same answer?

Accepted Answer

No. Models can answer differently depending on the question, the context, the model version and other variables. That is why Vorentus does not treat a single answer as absolute truth. It looks for patterns, gaps and problems of consistency or verifiability across several analyses.

Question 11

How is this different from SEO?

Accepted Answer

SEO works on a company's presence in search engine results. Vorentus looks at another layer: what AI assistants say when someone asks them directly for a recommendation, a comparison or information about a market. The two disciplines overlap in places, but they are not the same thing.

Question 12

What do I get?

Accepted Answer

A clear view of your brand's presence across the assistants analysed, the main gaps found, and the areas that deserve attention first. The analysis turns those results into a prioritised action plan, separating immediate improvements, medium-term work and more strategic questions.

Question 13

Can Vorentus fix the problems for me?

Accepted Answer

Where a compatible technical integration exists — today, WordPress through the Vorentus Publishing Engine plugin — Vorentus can help generate and publish the structured data needed to make information clearer and verifiable. Elsewhere it hands over concrete instructions for whoever manages the site or digital presence. Nothing is published without you connecting the site and authorising it.

Question 14

Does Vorentus guarantee my brand will appear in AI answers?

Accepted Answer

No. No company can guarantee what an AI model will answer. Vorentus helps you find and fix the problems that make information about a company harder to find, understand and verify. That can improve the conditions for better representation, but it does not let anyone control the models' answers.

Question 15

Can I test again after making changes?

Accepted Answer

Yes. You can run a new analysis whenever you want, and re-running it shows whether your changes made a difference and surfaces new gaps that appear over time.

Question 16

Who is this for?

Accepted Answer

Companies whose discovery, reputation or selection increasingly depends on online information — from brands and B2B companies to professional services, hospitality, retail and any business where customers search, compare or ask for recommendations before deciding. You do not need to be a technology company.

Question 17

Is my data private?

Accepted Answer

Your analyses stay associated with your account and are not made public or shared with other companies without your authorisation. Running an analysis does involve sending your brand name, website and the test questions to external AI providers, which process them under their own terms. See the Privacy Policy for details on data handling, external providers and retention.

Know what AI understands about your organisation — and whether it chooses you.

AI can sound confident and still be wrong.

From visibility to decision.

Focus on the changes that actually matter.

Know what changed. Understand what to do next.

One fact. Different answers. A clearer decision.

Start by understanding where you stand.

We identify critical facts

We measure visibility and how AI represents you

We deliver clear priorities

Frequently asked questions