What is common way to detect backend AI model or AI provider?

So, i am using an app that have AI.

I want to probe what is their AI provider, (whether they use openai, gemini, Claude) or using an open source model (llama, mistral ...)

Is there any questions, prompt that can be use to make the AI reveal such information?

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Do those engines lie if you just ask the question; what is your AI engine called?

Or are you only able to look at existing output?
- They don't nessercerilly (can't spell it) know their model

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