---
type: "Service"
title: "AI visibility analysis"
description: "Do AI assistants mention your brand, describe it correctly, and which sources do they rely on? We measure it on four platforms."
url: "https://www.roicool.com/en/services/ai-visibility-analysis"
lang: "en"
dateModified: "2026-10-20"
expert: "Zehra Adaş"
resource: "https://www.roicool.com/en/services/ai-visibility-analysis"
alternates:
  tr: "https://www.roicool.com/hizmetler/ai-gorunurluk-analizi.md"
generated: { by: "process:roicool-cms", at: "2026-10-20T15:55:19.827Z" }
related:
  - { title: "SESTEK", resource: "https://www.roicool.com/en/projects/sestek.md" }
  - { title: "MEP DMC", resource: "https://www.roicool.com/en/projects/mep-dmc.md" }
  - { title: "Modaltrans", resource: "https://www.roicool.com/en/projects/modaltrans.md" }
  - { title: "All projects", resource: "https://www.roicool.com/en/case-studies.md" }
  - { title: "GEO agency: be the brand AI answers recommend", resource: "https://www.roicool.com/en/services/geo-agency.md" }
  - { title: "AEO Agency: Answer Engine Optimization Explained", resource: "https://www.roicool.com/en/services/aeo.md" }
  - { title: "GEO content", resource: "https://www.roicool.com/en/services/geo-content.md" }
---

# AI visibility analysis

AI visibility analysis measures in which answers from ChatGPT, Gemini, Perplexity and Google AI Mode your brand appears, how it is described and which sources are cited. We run it with Ossvy, the software we built. It is the entry product of Roicool's GEO service: no guarantee of results, but a baseline and a roadmap for the gaps.

- Your customers research in ChatGPT and similar assistants, and you do not know what is said there.
- An assistant describes your brand incorrectly or does not mention it at all.
- You want to see where you stand before investing in GEO.
- You want to understand why your competitors get recommended.

## How we measure with Ossvy

[Ossvy](https://ossvy.com) regularly asks ChatGPT, Gemini, Claude and Perplexity the questions your customers ask, and records whether the brand is mentioned, how it is described and which sources are shown. Every figure in the analysis carries its method: "Measured with Ossvy", the number of questions, the platforms and the period. The question set and metrics below are the scope of this measurement.

### Question set

Four types of question: brand ("What is X?"), category ("companies offering X in Turkey"), comparison ("A or B?"), problem ("What causes X?"). Usually 20–40 questions per service area.

### Four platforms

ChatGPT, Gemini, Perplexity and Google AI Mode; each question run several times in a clean session.

### What we measure

Mention rate, position, accuracy of the description, cited sources and the competitors mentioned in the same answers.

### Traffic data

A GA4 segment for sessions from chatgpt.com, perplexity.ai, gemini.google.com, copilot.microsoft.com and claude.ai.

### Roadmap

Prioritized recommendations for off-site sources (directories, lists, press), page structure and technical access. The method in detail: [How to measure AI visibility](https://www.roicool.com/en/blog/how-to-measure-ai-visibility).

1. **Kick-off:** service areas, competitors, target market and language.
2. **Preparing and approving the question set**
3. **Measurement:** four platforms, repeated runs.
4. **Analysis and report**
5. **Handover meeting and roadmap**

- Question set (for monthly reruns)
- Measurement table by platform
- Cited sources and competitor analysis
- Prioritized roadmap and handover meeting

## Work we did in this area

- [SESTEK](https://www.roicool.com/en/projects/sestek)
- [MEP DMC](https://www.roicool.com/en/projects/mep-dmc)
- [Modaltrans](https://www.roicool.com/en/projects/modaltrans)
- [All projects](https://www.roicool.com/en/case-studies)

## More services in GEO agency: be the brand AI answers recommend

- [GEO agency: be the brand AI answers recommend](https://www.roicool.com/en/services/geo-agency)
- [AEO Agency: Answer Engine Optimization Explained](https://www.roicool.com/en/services/aeo)
- [GEO content](https://www.roicool.com/en/services/geo-content)

## FAQ

### What does AI visibility analysis measure?

Whether your brand is mentioned in ChatGPT, Gemini, Perplexity and Google AI Mode answers to brand, category, comparison and problem questions, in what position, whether it is described correctly, and which sources the answers rely on.

### How many questions do you measure with?

It depends on your service areas; we usually build a set of 20–40 questions per service area. The set is drawn from sales conversations, Search Console queries and the language your customers use.

### Does the analysis guarantee results?

No. AI answers are not deterministic, and no work can guarantee a place in a particular answer. The analysis shows where you stand, the gaps and a roadmap.

### Can we keep measuring after the analysis?

Yes. Running the same question set again every month is the only way to see change; the analysis sets the baseline for it. You can continue the measurement yourself or with us as part of GEO work.

### Can we see our competitors too?

Yes. The report includes the competitor brands mentioned in the same questions and the sources they are cited from, which shows the directories and lists you are missing from.

Breadcrumb: [Home](https://www.roicool.com/en) › [Services](https://www.roicool.com/en/services) › [GEO agency: be the brand AI answers recommend](https://www.roicool.com/en/services/geo-agency) › AI visibility analysis

Source: https://www.roicool.com/en/services/ai-visibility-analysis · Last updated: 2026-10-20