Deep Research - In-depth web research with BromeAI

In this article, you will see what Deep Research is, what it is used for, and when it makes sense to use it inside BromeAI.

Last updated 4 months ago

1. What is Deep Research ?

Deep Research is a special mode in BromeAI chats that lets you run an in-depth web research, much more structured than a regular chat reply.

When you use Deep Research:

  • BromeAI breaks your question into clear sub-questions.

  • It queries multiple online sources in parallel.

  • It compares and cross-checks the information it finds.

  • It produces a detailed synthesis, structured into sections or bullet points.

Each Deep Research run consumes 1 credit from your monthly Deep Researches quota (visible in your personal space, under Usage).

2. How to start a Deep Research?

To start an in-depth research:

  1. Type your question in the message box.

    • Example: “Could you compare BromeAI and ChatGPT in depth… ?”

  2. Click the Deep Research button to select this mode.

  3. Send your message (Enter key or Send button).

BromeAI then creates a Deep Research card in the chat, where you will see:

  • your question rephrased;

  • the sub-goals of the research;

  • the progress as information is collected.

Once the research is finished, you can continue the conversation as usual, ask for summaries, comparison tables, or refine specific points.

3. How does Deep Research work under the hood?

When you start a Deep Research, several steps happen automatically:

  1. Request analysis
    BromeAI identifies the different aspects to cover (for example: pricing, features, available models, etc.) and turns them into sub-tasks.

  2. Multi-source web search
    For each sub-task, the AI generates targeted web queries and visits different pages (official sites, documentation, specialised articles, etc.).

  3. Filtering and selection
    The results are read and filtered: BromeAI keeps the relevant information and discards what is off-topic or redundant.

  4. Cross-checking and synthesis
    The AI confronts sources with each other to produce a coherent answer: comparisons, lists, pros/cons, key points, and so on.

  5. Source transparency
    The searches and sources used appear inside the Deep Research card, so you can see where the information comes from.

4. What is Deep Research useful for?

Deep Research is particularly useful when you need:

  1. A structured overview of a complex topic

    • Detailed comparisons between tools or services.

    • Analysis across several dimensions (pricing, features, limitations, use cases, etc.).

  2. Recent or factual information

    • Product news and updates.

    • Changes in plans or pricing.

    • The current state of an ecosystem (available models, integrations, etc.).

  3. A multi-source synthesis

    • To avoid opening and reading a dozen browser tabs yourself.

    • To get a solid starting point for a report, benchmark, or internal note.

  4. Well-referenced arguments

    • When you need to quote sources or justify your conclusions to a team or a client.

5. When to use Deep Research (and when to prefer a regular chat)?

5.1. Use Deep Research if…

  • your question covers several aspects of the same topic (pricing, models, features, limits, etc.);

  • you need up-to-date answers based on the web;

  • you want an organised and argued result, rather than a short reply;

  • you are preparing a decision, a working document, or a detailed comparison.

5.2. Use a regular chat or Search instead if…

  • you are asking a simple or operational question

    • e.g. “Explain this piece of code”, “Write this email”, “Summarise this text”;

  • you are working on creative content

    • storytelling, post ideas, scripts, etc.;

  • you have already pasted your own documents in the chat and you want to

    • summarise them, rewrite them, translate them, or improve them.

In those cases:

  • a regular chat will be faster and sufficient;

  • the simple Search mode is enough if you only need one small piece of information.

6. Summary

Your Deep Research mode in BromeAI allows you to:

  1. Run in-depth web research on complex topics.

  2. Get structured syntheses based on multiple sources.

  3. Save time on research, benchmarking and comparative analyses.

  4. Start from a solid factual basis for your decisions and documents.

💡 Note: a rare behaviour can sometimes display several Deep Research cards in parallel for the same request, but this still only consumes one single credit from your quota. Our team is aware of this and is working to improve it.

For quick conversation, contextual help or creative writing, regular chats are generally the best choice. For truly “in-depth” questions, Deep Research is the mode to prefer.