Question 1

Best database for modern web applications?

Accepted Answer

Based on analysis of responses from GPT-4o Mini, Gemini Flash, DeepSeek-V3, Mistral Nemo, MongoDB is the most frequently recommended option with 66.7% AI visibility. AWS follows at 26.7%. These rankings reflect how often each brand appears when AI assistants are asked this exact question.

Question 2

How does MongoDB compare to AWS for database services?

Accepted Answer

When AI models are asked "Best database for modern web applications", MongoDB appears in 66.7% of responses compared to AWS's 26.7%. This significant gap suggests AI assistants strongly favor MongoDB for this use case.

Question 3

How are these AI brand rankings calculated?

Accepted Answer

We send this exact prompt to multiple AI models (GPT-4o Mini, Gemini Flash, DeepSeek-V3, Mistral Nemo) and analyze which brands appear in the responses. The visibility percentage represents how often each brand is mentioned across all model responses. Rankings are refreshed weekly.

"Best database for modern web applications"

Brands mentioned in AI responses

AI provider response previews

Citation breakdowns

Similar prompts

Frequently asked questions