Clubhouse Topics and Rooms: How Discovery Works

Social Audio Guide

Clubhouse Topics and Rooms: How Discovery Works

Clubhouse organizes live voice conversations around interests, rooms and communities. This updated guide explains how topics help people discover relevant rooms, how the platform has changed, and how Clubhouse compares with X Spaces.

Clubhouse was once the app that defined the social audio boom. During the pandemic, its invite-only rooms turned live voice conversations into one of the hottest trends in technology, attracting entrepreneurs, celebrities, creators and millions of curious listeners.

The hype surrounding Clubhouse has faded, but the platform itself has not disappeared.

today, Clubhouse is still operating and its strategy is becoming clearer. After experimenting with more private and asynchronous forms of voice communication, the company is once again putting live voice chats and communities at the center of the Clubhouse experience.

Visit the official Clubhouse website today and the message is remarkably simple: “join live voice chats.”

That simplicity says a lot about where Clubhouse sees its future.

Instead of trying to compete with every feature offered across the wider social media landscape, Clubhouse has an opportunity to concentrate on what originally made it distinctive: spontaneous voice conversations, niche communities and the feeling of actually being in a room with other people.

There is also an important new ingredient. Clubhouse now has a more developed creator and contributor rewards system, giving eligible users the possibility of earning real monetary rewards for their activity on the platform.

So, is Clubhouse making a comeback? Not in the 2021 sense of becoming the hottest app in the world. But its current strategy suggests the company is trying to build something potentially more sustainable.

What happened to Clubhouse?

Clubhouse launched in 2020 and quickly became one of Silicon Valley’s most talked-about startups.

Its formula was unusual.

There was no traditional feed dominated by photos or videos. Instead, users entered virtual rooms where they could listen to people talking in real time. Some rooms resembled conferences, others felt like podcasts with audience participation, while smaller rooms could resemble informal group conversations.

The invite-only system added exclusivity.

Then the pandemic created almost perfect conditions for the product. Millions of people were spending more time at home and looking for new ways to socialize online.

But those conditions did not last.

As normal routines returned, spending hours listening to spontaneous live conversations became less convenient. Competitors also copied the format, reducing Clubhouse’s novelty.

The company subsequently experimented with different approaches to voice communication, including smaller groups and more private conversations. Specser previously covered Clubhouse’s attempts to maintain relevance through private rooms and new reactions.

Those experiments revealed the central problem Clubhouse has been trying to solve ever since its original growth slowed:

How do you turn a compelling live-audio experience into a product people use repeatedly?

Clubhouse is focusing on live voice again

One of the most important changes for understanding Clubhouse today is how the company currently describes itself.

The Clubhouse homepage now leads with the straightforward invitation to “join live voice chats.”

That matters because Clubhouse spent part of its post-boom period experimenting with asynchronous voice communication and smaller group experiences.

Its current public positioning brings the emphasis back to the product’s original strength: people talking together in real time.

Clubhouse’s app listings similarly focus on finding conversations, joining communities and participating in live discussions.

This does not mean the company has simply returned to its 2021 strategy.

The social-media environment is now very different. Clubhouse is competing for attention with TikTok, YouTube, podcasts, Discord, X Spaces, WhatsApp groups, Telegram communities and many other forms of entertainment and communication.

The opportunity is therefore less about making live audio trendy again and more about making live audio consistently useful.

Why discovery remains Clubhouse’s biggest challenge

Discovery is important on almost every social platform, but it is especially difficult for live audio rooms.

A TikTok video can become popular days after it is uploaded.

A YouTube video can continue attracting viewers for years.

A podcast can sit in someone’s listening queue until they have time for it.

A live Clubhouse room has a much narrower opportunity.

If an excellent conversation takes place while the people most interested in it are working, sleeping or simply using another app, those potential listeners can easily miss it.

That means Clubhouse has to solve two discovery problems simultaneously:

What is this user interested in?

What worthwhile conversation is happening right now?

Clubhouse has previously experimented with more detailed topics and interests to improve room discovery. Those tools can help people find conversations around particular professions, sports, locations, music genres, universities, technologies or communities.

But topics alone are not enough.

A recommendation system also needs to understand quality.

A room with hundreds of listeners is not automatically more valuable than a focused discussion involving 20 knowledgeable people.

Useful ranking signals could include repeat attendance, how long listeners remain in rooms, previous interactions with hosts, community relationships, topic relevance and the quality of moderation.

This is a wider social-media problem as well. Specser’s look at the most hated social media apps around the world demonstrates how quickly users can become frustrated when an app feels noisy, repetitive or difficult to navigate.

For Clubhouse, poor recommendations carry an additional cost: users may conclude that nothing interesting is happening on the platform, even when worthwhile rooms actually exist.

Clubhouse creator rewards explained

One of the biggest changes to Clubhouse’s strategy is its approach to rewarding contributors.

According to the official Clubhouse Rewards FAQ, eligible users can earn real monetary rewards based on their contributions and engagement on the platform.

That can include hosting rooms, participating in discussions and building community connections.

Clubhouse’s system introduces several important concepts.

Karma

Clubhouse uses Karma as a reputation metric.

According to its Rewards documentation, users currently need a minimum Karma score of 100, along with other eligibility requirements, before they can unlock earning eligibility.

Clubhouse says Karma reflects participation, engagement and community standing.

This is potentially important beyond monetization.

If implemented carefully, reputation signals could eventually help Clubhouse identify reliable hosts and valuable contributors, which could also improve recommendations and community quality.

Coins and Premium Reacts

Clubhouse also has a virtual currency called Coins.

Users can purchase Coins and spend them on Premium Reacts during rooms.

However, Clubhouse makes an important distinction in its official rewards policies: Premium Reacts are not simply direct payments from one user to another.

Instead, they can form part of the signals Clubhouse uses when determining contributor rewards.

Gold and Real-Money Rewards

Eligible contributors can receive Gold, which is associated with Clubhouse’s reward system.

After applicable requirements and holding periods are satisfied, eligible earnings can be converted into monetary payouts.

Clubhouse uses Stripe Connect for its earner accounts and payouts.

That is a significant development because one of the biggest questions surrounding social audio has always been how to persuade talented hosts to keep creating conversations.

A creator can already monetize content through YouTube, TikTok, subscriptions, podcasts and numerous other platforms.

Clubhouse therefore needs to offer more than an audience.

It needs to make hosting worthwhile.

Creator Incentives Could Change the Clubhouse Equation

This makes Clubhouse’s current strategy considerably more interesting.

The old question was:

Should Clubhouse give creators better monetization tools?

The new question is:

Can Clubhouse’s existing rewards system create enough incentive for good hosts to keep returning?

That distinction matters.

Social audio depends heavily on people.

A video platform can continue recommending a creator’s old videos while that creator is offline. A live-audio platform needs interesting people to repeatedly show up and create interesting conversations.

If Clubhouse can reward the people who consistently host useful rooms, moderate healthy communities and encourage meaningful participation, it could create a powerful cycle:

Better incentives → better hosts → better rooms → more listeners → stronger communities → better retention.

But the reverse is also possible.

If rewards encourage engagement farming, low-quality rooms or attempts to manipulate the system, monetization could make discovery more difficult.

Clubhouse therefore has to reward quality and community value, not merely activity.

Clubhouse vs X Spaces today

The closest mainstream comparison remains X Spaces.

Both products allow people to host and participate in live audio conversations, but their biggest strengths are very different.

Clubhouse is a dedicated voice-first platform.

X Spaces is a live-audio feature sitting inside a much larger social network.

That gives X an important advantage: distribution.

People already follow journalists, sports personalities, politicians, technology leaders, companies, creators and friends on X.

When one of those accounts hosts a Space, X can connect the live conversation to an existing audience.

Clubhouse has a harder job. It has to convince users to deliberately open a separate app and then successfully match them with something worth hearing.

What X Spaces Offers Today

X’s current Spaces documentation shows that the product has evolved considerably beyond simple live audio.

Users on iOS and Android can start Spaces, while people can listen through the web.

X says up to 13 people can speak simultaneously, including the host and up to two co-hosts.

Hosts can also schedule Spaces in advance.

According to X’s official hosting guide, a Space can currently be scheduled up to 14 days ahead, and interested users can sign up for reminder notifications.

That addresses one of live audio’s fundamental weaknesses: people need to know that an interesting conversation is coming.

X Spaces Recordings and Replays

X also allows hosts to record Spaces.

When recording is enabled, the completed conversation can remain publicly available for replay.

This makes X Spaces more flexible than a purely ephemeral live conversation because people who miss the original broadcast can still listen later.

X also allows hosts to adjust where a replay begins, which can remove dead air at the beginning of a recording.

For social audio generally, this combination of live participation plus on-demand replay is important.

It reduces the penalty for missing the live event.

Live Captions Give X Spaces an Accessibility Advantage

Accessibility is another increasingly important area.

X’s Spaces hosting documentation says Spaces automatically provide live captions, which listeners can choose to view.

For Clubhouse and other audio-first platforms, features such as captions, searchable transcripts, translations and summaries could become increasingly important.

Audio may lower some barriers to participation because people do not need to appear on camera, but an audio-only experience can create different accessibility problems.

Social audio platforms therefore need to think beyond voice itself.

X Community Spaces Strengthen the Community Model

X has also connected Spaces with Communities.

According to the X Spaces documentation, eligible Community admins and moderators can create Spaces associated with their Communities.

This is strategically important because it brings live audio into a persistent group.

Instead of asking people to discover an unrelated conversation, the platform can say:

A community you already belong to is talking right now.

That is exactly the type of relationship Clubhouse needs to strengthen as well.

The strongest social-audio experiences may not come from enormous public rooms. They may come from smaller groups of people who already share an interest and regularly return to talk about it.

The AI Voice Experiment Still Matters — But It Is No Longer the Main Story

Clubhouse has also experimented with artificial intelligence.

In 2024, the company introduced a feature that could transform typed messages into an AI-generated version of a user’s voice.

The experiment was significant because it attempted to solve another weakness of voice-based communication: sometimes people want to participate without recording themselves at that particular moment.

However, Clubhouse’s current positioning places much more emphasis on live voice chats than AI-generated voice messaging.

For that reason, AI voice is better viewed as part of Clubhouse’s experimentation with flexible communication rather than the defining direction of the platform.

AI could still become extremely useful for social audio in other ways.

• Automatic room summaries.
• Searchable transcripts.
• Real-time translation.
• Better content recommendations.
• Topic extraction.
• Automated moderation assistance.
• Highlight and clip generation.
• Accessibility tools.

The most valuable use of AI may therefore not be replacing someone’s voice.

It may be making human conversations easier to discover, understand and revisit.

The Real Competition Is Bigger Than Social Audio

Another mistake would be to view Clubhouse’s competition as simply Clubhouse versus X Spaces.

Clubhouse competes for attention.

A person with an hour of free time could spend it:

• Watching YouTube.
• Scrolling TikTok or Instagram.
• Listening to a podcast.
• Talking with friends on Discord.
• Joining an X Space.
• Reading posts.
• Participating in a WhatsApp or Telegram group.
• Playing a game.
• Watching a livestream.
• Joining a Clubhouse room.

That is a much tougher competitive environment than Clubhouse faced during its early pandemic boom.

It also explains why retention is so important.

Clubhouse does not merely need interesting rooms.

It needs conversations that are sufficiently useful, entertaining or socially valuable that people deliberately choose them over all those alternatives.

What Clubhouse Should Do Next

1. Make Discovery About Quality, Not Just Popularity

The largest room should not automatically receive the strongest recommendation.

Clubhouse should use signals such as repeat attendance, listening time, topic relevance, host reputation, community relationships and moderation quality to identify conversations that individual users are likely to value.

2. Turn Good Rooms Into Recurring Communities

The biggest missed opportunity occurs when someone enjoys a room and then never encounters those people again.

Clubhouse should make the transition from:

interesting room → followed host → joined community → next scheduled conversation

as seamless as possible.

That is how one-time discovery becomes retention.

3. Make Creator Rewards Worth Building Around

The new Clubhouse Rewards program gives the company a foundation for creator incentives.

Now it has to ensure the system rewards people who actually improve the platform.

High-quality hosts, moderators and community builders are especially valuable because they create reasons for other users to return.

4. Combine Live Audio With On-Demand Value

Live audio is powerful because it feels immediate.

It is inconvenient for exactly the same reason.

Clubhouse should preserve the energy of live conversations while making their useful parts easier to revisit.

Recordings, highlights, transcripts, AI summaries and searchable discussions could help valuable conversations survive beyond the moment they happen.

5. Invest in Smaller Communities

Clubhouse probably does not need millions of people simultaneously discussing the same topic.

A more sustainable model could involve thousands of smaller communities centered on:

• Technology and startups.
• Professional networking.
• Language learning.
• Local communities.
• Music.
• Sports.
• Education.
• Books.
• Entrepreneurship.
• Hobbies and specialist interests.

These groups may generate smaller audiences individually, but stronger relationships can produce better long-term retention.

6. Keep Moderation Central

Moderation is not separate from growth.

It is part of the product.

People are unlikely to return to rooms dominated by spam, harassment, shouting or endless self-promotion.

Hosts therefore need strong controls over speakers and participants, while the platform needs reliable reporting and reputation systems.

Good moderation can become a discovery signal in its own right.

Clubhouse vs X Spaces: which is better?

There is no single answer because the two platforms serve different situations.

Clubhouse is potentially stronger for users who specifically want to discover voice-first communities and conversations.

The entire experience is built around audio, which means users arrive expecting to listen and participate.

X Spaces is stronger when a host already has an audience on X.

Creators can turn followers, posts, Communities and trending discussions into live conversations without asking their audience to move to another platform.

X also has useful infrastructure around scheduling, reminders, recordings, replays, co-hosting and captions.

Clubhouse’s challenge is therefore not to copy X.

It needs to make a dedicated social-audio network valuable enough to justify opening a separate app.

User Engagement Snapshot

Factor	Why It Matters	Clubhouse Opportunity
Discovery	Users need relevant rooms immediately.	Improve personalized room and host recommendations.
Retention	One good conversation does not create a habit.	Turn rooms into recurring communities.
Creator incentives	Good hosts need reasons to return.	Build on Karma, Premium Reacts, Gold and rewards.
Moderation	Poor conversations quickly damage trust.	Reward good hosts and strengthen community controls.
Accessibility	Audio-only content can exclude some users.	Expand captions, transcripts and language tools.
Flexibility	Users cannot always join live.	Add stronger replay, highlights, summaries and search tools.
Community	Relationships encourage repeat visits.	Focus on smaller interest-based groups.

Is social audio dead?

No.

But social audio as a standalone technology trend has changed.

Voice communication is already embedded across the internet.

People listen to podcasts, join Discord voice channels, send voice messages, participate in livestreams and enter X Spaces.

The question is not whether people want audio.

Clearly they do.

The question is whether people want to build a separate social habit around live, voice-first communities.

That is the opportunity Clubhouse is still pursuing.

Final thoughts

Clubhouse today is very different from the app that dominated technology conversations during the pandemic.

The hype has disappeared.

The underlying idea has not.

The official Clubhouse website once again makes live voice chats the center of the product, while the company’s Rewards program introduces a more serious attempt to reward the people who create value inside those conversations.

At the same time, competition has become considerably stronger.

X Spaces benefits from X’s existing audience and now includes scheduling, recordings, replays, co-hosts, live captions and Community integration.

Clubhouse’s opportunity is therefore unlikely to involve recreating the extraordinary conditions of 2021.

It is something more focused.

If Clubhouse can become the place where people consistently find small, relevant, well-moderated and rewarding voice communities, it does not need to become the biggest social network in the world.

It needs to give its users a reason to come back.

And today, that remains the real test for social audio.