Launched this week
JustVibe is a free search engine, built to help get things done. Search "plan my 5 day trip to tokyo" and instantly receive a fully functional and interactive trip planner, perfectly set up for Tokyo and running directly in your browser. If your perfect app doesn't exist yet, JustVibe builds a custom one for your exact needs in minutes. Every app is yours to keep forever, with zero code. Chat to customize every detail and share your new app with a single link.











JustVibe
Thanks @henryslang! I believe the most frictionless consumer platforms do not put a pay wall in front of their users. Even though JustVibe is not monetized today, there are countless experiences that allow users to shop. The plan is to work with commerce partners without any changes to the user experience.
JustVibe
@henryslang Thanks for your support! I believe ultimately we need to bring real value to consumers through the right product and user experiences, not AI itself.
The build-you-an-app-if-nothing-fits angle is the interesting part to me. I build in the trip-planning space, so the Tokyo example hit close to home: when JustVibe spins up a planner on the fly, does that little app persist and stay editable later, or is it throwaway for that one session? The keep-and-come-back-to-it part is where these generated tools usually either click or fall apart for me.
JustVibe
@chielephant Good question! For the apps instantly set up for your searches, you can always get back to this app by either 1) use "save" to store into your Library or 2) simply go to the same url. For your custom built / edited apps, they are already in your "Library" when built.
No matter how an app was built, you can always reuse, share, or create your own edited version. It's yours to keep, forever!
I can see this being useful for some searches, but I'm still not sure if people will prefer an app over a simple answer for most cases. I think the long term value will depend on how often people come back to use it again. Are there some searches that JustVibe couldn't handle well ?
JustVibe
That's a really good point! @reda_roqai_chaoui
On @JustVibe, not all search queries would lead you to an app. We understand if the user query intent is better fulfilled with an interactive app or a quick answer. Try search for something like "when is world cup final" on JustVibe and an instant quick answer instead of a full app would show up.
@Lianghao Chen appreciate the detailed breakdown, that actually addresses most of my original concern. the part I'm still curious about is the persistent-summary/itinerary export piece you mentioned, when the underlying data changes after export (say a flight time shifts), does the exported summary stay static or does JustVibe surface that the source data moved on?
JustVibe
@omri_ben_shoham1 The summaries that are exported today are static as they stay on third party platforms, but if you go back to the same app again on @JustVibe and the app would try to fetch the latest and the most useful information live for you.
The 'answer is a working app, not a listicle' framing is the part I actually want - most AI search hands me text to redo myself. Two day-one questions on the keep/share flow: when I send someone the single link, do they get a live editable copy that forks into their own version, or a read-only view of mine? And is each generated app saved to my account so I can reopen and tweak it a week later, or is it a one-shot render I'd have to regenerate from the prompt?
JustVibe
Thanks @leo404 that's a great question!
When you share an app with your friend, your friend gets the same app, but it's like a forked version of the app. Both you and your friend can create your own edited versions on top of this app. But your friend's edits would never impact your apps.
Whenever an app is created for you, it's automatically saved to you "Library". It's yours forever. You are free to reuse, to share, to create edits. @JustVibe keeps the entire edit version chain so you may go back to any version that you want!
Forked-per-share plus everything landing in a Library is exactly the model that makes me comfortable sending one to a friend - nobody stomps my version, and the full edit chain means I can roll back if I break something. The day-one thing I'd check next: when my friend forks and improves an app, is there any path for their version to come back to me (a re-share or merge), or is each fork a permanent one-way split? For a little tool I build and pass around, pulling a friend's tweak back would be the difference between a toy and something a small group actually iterates on.
Congrats on the launch! Curious — when someone searches a task, how do you decide between serving an existing app vs. generating a new one? And do popular generated apps get reused across users?
JustVibe
Thanks! @ryancheng When trying to match a query in the existing app library, we primarily look at 1) if what the app was built for matches the query's intent and 2) if the app satisfies all the requirements from the query (e.g. a query may say "allow me to specify my interests like food and culture"). JustVibe would serve you an existing app if it perfectly match these requirements, otherwise you can choose to build one specific to your need or chose from a list of existing apps that are your closest matches.
Apps can be shared and reused across users freely. You may even create an edited version of an app created by others for your specific need!
The "search that returns a working app instead of a list of links" framing is the part that clicks for me — most of what I type into a search bar is really "do this," not "show me pages about this." The Tokyo planner example sells it instantly.
One genuine question as a user: what persists? If I generate an app on Monday, put a bunch of data into it, and come back Friday — is my state still there, or is each app a fresh build? The "yours to keep forever" promise kind of lives or dies on that answer. Either way, strong launch — congrats on #1.
JustVibe
@avantigrowthlab Thanks for your support and that's a great question! Apps and app data can both be persistent, but in different ways. All the apps created for you and all the apps you saved are kept in your "Library". It's yours to reuse, to share, to edit, forever. The app data are not persistent automatically, but there are controls inside the apps you can use to store the data or an artifact into your Library, like the trip itinerary from travel planner app and the living design plan from a home design app.