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CARTVERIO AI Visibility FAQ

What is AI visibility?

AI visibility describes whether systems such as ChatGPT, Perplexity or Gemini mention, recommend or cite a brand when users ask relevant questions.

What are GEO and AEO?

GEO, generative engine optimization, and AEO, answer engine optimization, are commonly used names for work intended to improve how clearly and credibly a brand can be understood, selected and cited in AI-generated answers.

What does CARTVERIO test?

We focus on buyer-intent prompts, brand mentions, direct citations, observable recommendation position, competitor visibility, source patterns and website GEO readiness.

Which AI systems are covered?

Current workflows can include ChatGPT, Perplexity and Gemini. Exact coverage and model mode are disclosed for every case. If a platform is unavailable, we mark it unavailable rather than treating it as a zero score.

Does Gemini always include live Google Search?

No. Gemini can run with or without Google Search grounding depending on technical availability and account quota. CARTVERIO labels model-only Gemini results separately and does not present them as live Google Search results.

What is a citation?

For CARTVERIO scoring, a citation is counted only when the tested AI response directly provides source evidence that includes the target brand or domain. A simple brand mention is not automatically treated as a citation.

Why can a competitor appear when my company does not?

AI systems may have stronger evidence for the competitor: clearer category pages, more third-party mentions, stronger source coverage, better structured information, more authoritative content or a more established entity footprint.

Can CARTVERIO guarantee that ChatGPT will recommend my company?

No. No responsible provider can guarantee a specific AI answer. We measure the current state, identify evidence gaps, recommend changes and re-test where the selected service includes monitoring.

Is this the same as traditional SEO?

No. There is overlap, but AI visibility also focuses on answer-level mentions, citations, entity understanding, third-party source signals and how a brand is represented inside generated responses.

Can I buy a one-time AI visibility audit without a subscription?

Yes. CARTVERIO offers a one-time AI Visibility Audit for businesses that want a measurable baseline, competitor analysis and prioritized recommendations without starting a recurring software subscription.

Are reports available in Swedish or Arabic?

Yes. CARTVERIO can deliver human-reviewed reports in English, Swedish or Arabic. The reporting language can be different from the language or market being tested.

Do you offer AI visibility audits specifically in Sweden?

Yes. See our AI Visibility Audit in Sweden page for the current workflow, intended audience and entry pricing.

Can agencies use CARTVERIO for their clients?

Yes. CARTVERIO offers white-label and co-branded AI visibility reporting for agencies that want AI visibility analysis without building the entire measurement and reporting workflow internally.

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