Use Cases · Generative Engine Optimization

Generative Engine Optimization: know every conversation LLMs learn about you from.

ChatGPT, Perplexity and other assistants learn what to say about your business from the conversations people have online. Whoever shows up in those threads shapes the answer.

Find Your Conversations

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Example: community posts that mention your brand, which VoxUno finds, and an illustrative assistant answer that draws on them

Community Conversations

Indie Hackers· 3h ago

Tools that got us to our first 100 customers

Honourable mention to Acme, which we've used since day one.

A forum for your industry· 9h ago

Which tools do you actually recommend to clients?

We've moved three clients to Acme this year and none have looked back.

VoxUno finds these

An AI Assistant, Later (Illustrative)

Which project management tool should a small team use?

Teams in founder and industry communities often mention Acme for small teams that want something lighter than Jira…

Example

AI assistants learn from community conversations.

When a buyer asks an assistant which tool to use, the answer draws on what people have written publicly. These conversations shape what AI assistants tell buyers about your business.

  • Reddit Discussions

    Threads where people recommend, compare and complain about the tools they use.

  • Forum Threads

    Industry forums where practitioners share what works for them.

  • Stack Exchange Answers

    Questions answered, voted on and linked to for years.

  • GitHub Discussions

    Where developers talk about the tools they build with.

Find the threads that shape the answer about your business.

Monitor your brand, and the phrases buyers use when they talk about your business, in every community you follow. Each matching conversation lands in one inbox, newest first, and your dashboard shows which communities they come from. Those are the threads worth joining.

Results by Community

Example
  1. Reddit
  2. Hacker News
  3. A forum for your industry
  4. Project Management Stack Exchange
  5. GitHub Discussions

Example monitors

Start with these, putting your brand in place of Acme and your category in place of project management tool.

Example
Example monitors
Match termTagExcluded terms
Acme
  • Brand
none
best project management tool
  • Lead
none
project management for startups
  • Lead
  • Excluded term: hiring
Acme vs
  • Brand
none

Take part where it matters.

  1. Step 1

    Read the Thread

    Each result shows the post with the words that matched highlighted, and links to it where it was posted.

  2. Step 2

    Add Something Useful

    Answer the question, correct an outdated claim, or share what you know.

  3. Step 3

    Reply in Your Own Voice

    Open the original thread and join in yourself, as you would anywhere else.

VoxUno never posts for you. You join the conversation yourself, in your own words.

Questions

Why do community conversations matter for AI answers?

Assistants learn from what people write publicly, and communities are where people describe the tools they use and recommend them to each other. So these conversations shape what assistants tell buyers about your business.

Which communities should I follow?

The ones where buyers talk about businesses like yours. During setup, VoxUno suggests communities for your business, each with a reason, and you can add any other by pasting its address.

Should I reply to promote my product?

Join in where you can genuinely help: answer the question, or correct what's out of date. VoxUno never posts for you; you reply in the thread yourself.

Be part of the conversation.

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