Proposal: Consent-Based AI Matchmaking Using Conversational Compatibility

Hi OpenAI team and community,

I would like to propose a new ChatGPT-based feature or service concept:

Consent-Based AI Matchmaking Using Conversational Compatibility

The idea is to help users meet people they may genuinely enjoy talking with, based not only on self-reported profiles, but also on their natural conversational patterns with ChatGPT.

Current dating and matching apps often rely heavily on photos, age, location, income, occupation, and self-written profiles. However, these profiles are often polished and do not always reflect how people actually talk, joke, think, or connect.

ChatGPT could create a new kind of matching experience by focusing on conversational compatibility.

Core concept:

  • Users explicitly opt in to the matching service.
  • Adult verification and basic safety checks are required.
  • Users provide basic information such as age, gender, approximate location, and matching preferences.
  • ChatGPT usage patterns are analyzed only with the user’s consent.
  • The system does not expose raw chat logs or private personal information to other users.
  • Instead, it translates conversational tendencies into safer compatibility signals.

Examples of useful compatibility signals:

  • Humor style
  • Conversation tempo
  • Interest areas
  • Thinking style
  • Serious vs playful discussion preference
  • Ability to enjoy deep discussion
  • Topics that tend to create lively conversation
  • Topics that may be better suited for later stages of a relationship

After a match is created, a shared chat room could include three participants:

  • User A
  • User B
  • ChatGPT as an AI matchmaker or conversation facilitator

ChatGPT would help the conversation by suggesting safe and relevant topics based on both users’ conversational tendencies.

For example, instead of asking a generic question like:

“What are your hobbies?”

ChatGPT might say:

“You both seem to enjoy analyzing stories and making playful observations about media. Would you like to start by talking about a show, game, or movie that recently made you laugh or think?”

This could help reduce the awkwardness of first contact and make matches feel more natural.

Important safety principles:

  • Do not expose raw conversation history.
  • Do not reveal workplace details, family issues, medical information, financial information, exact location, or other sensitive private matters.
  • Do not directly expose sexual or highly sensitive preferences.
  • Use abstracted conversational signals instead of private details.
  • Allow users to leave, pause, report, or stop a topic at any time.
  • Use strong consent, safety, and privacy controls.

The key idea is:

Do not expose private data.
Translate conversational tendencies into better human connection.

The service would not let AI decide love or relationships. Instead, ChatGPT would act as a facilitator that helps people start conversations, discover compatibility, and avoid the usual awkward silence after matching.

Over time, the system could also learn the difference between:

  • what a user often talks about alone with ChatGPT
  • what actually creates enjoyable conversation with another person after matching

This could make future matching and conversation support more accurate.

I believe this could become a new social layer for ChatGPT: not just answering questions, but helping people build safer and more meaningful human connections.

If this ever becomes a serious project, I would be happy to help as a user, tester, planner, or development collaborator.

Thank you for reading.

Hey @karappo, thanks for elaborating.

Your concept around consent-based AI matchmaking focused on conversational compatibility is very interesting. Your input on consent-based AI matchmaking focused is also very insightful.

I’ve documented this as a feature request and shared the feedback internally for the appropriate teams.

- Avinash

Thank you, Avinash.

I really appreciate your reply and for documenting this as a feature request.

I hope this idea can serve as a useful starting point for developing an interesting service that helps people build safer and more meaningful connections through ChatGPT.