Question 1

What does the platform do?

Accepted Answer

It shows how your business appears in AI model responses and provides tools to manage that visibility.

Question 2

How are you different from other services?

Accepted Answer

We collect data through user emulation, not APIs — this provides a more accurate picture.

Question 3

Why are API-based data insufficient?

Accepted Answer

They don't reflect the real responses users see and often contain distortions.

Question 4

What does 'user emulation' mean?

Accepted Answer

We reproduce real user scenarios and receive responses exactly as people see them.

Question 5

How do you handle model hallucinations?

Accepted Answer

We clean data from noise and use multiple runs with result validation.

Question 6

What is AI Visibility?

Accepted Answer

The share of your business presence in AI model responses for key queries.

Question 7

What metrics are available on the platform?

Accepted Answer

Visibility, Share of Voice, positions, sentiment, sources, and change dynamics.

Question 8

Can I analyze competitors?

Accepted Answer

Yes, you can see your position relative to competitors for each query and model.

Question 9

What are 'context windows'?

Accepted Answer

These are scenario settings tailored to specific audience segments for more precise analysis.

Question 10

Can I segment the audience?

Accepted Answer

Yes, by gender, age, income, interests, and other parameters.

Question 11

Where do search queries (prompts) come from?

Accepted Answer

They are generated based on your industry using a proprietary LLM trained on 100M user data points.

Question 12

How often is data updated?

Accepted Answer

High update frequency is available — from daily to more frequent as needed.

Question 13

Do I need special skills to use the platform?

Accepted Answer

No, the interface is designed to be intuitive for business users without technical background.

Question 14

Can I use the platform without an agency?

Accepted Answer

Yes, it's a standalone tool, but maximum effect is achieved when combined with promotion services.

Question 15

Who owns the data?

Accepted Answer

All data fully belongs to the client and is documented in the contract.