JustVibe

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?

@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?

Nice job! I noticed one small issue that may just be on my end: after scrolling down, I’m unable to scroll fully back to the top of the page. It looks like the header may be blocking some of the content.I recorded a short video here for reference ~15 seconds: https://createademo.com/v/cmriby0ze0001js04hyugcsiu

Just another question. This app definitely makes a difference in browsing the web, essentially interacting with the results rather than just reading. I wonder though, considering search engines fundamentally help surf the web by linking sources around a query, are you planning to embed sources into those apps that could make use of it, or is it out of scope for the time being? For example, the same trip planner demo could benefit from trip advisor reviews, or hotel accommodations to go along the planning, and so on. These references needn’t be included within the app itself, rather they could just be linked, so users know the results are not just vibed and are actually trustworthy, while making the engine actually help searching in a brand new way.

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 ?

The app index + build fresh approach is smart. Had a play this morning - really impressed. The instant matches are slick and the ones it builds from scratch are genuinely good too which is the tough part. Congrats Lianghao!!

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.

congrats on the launch. the persistence answers cover storage, but I'm curious about reproducibility of the generation itself - if I edit an app six months from now, does it use the same underlying model/logic that built the original, or could a newer version of JustVibe's generator produce a meaningfully different app from the same prompt? asking because "yours forever" implies stability, but the generation layer presumably keeps improving underneath.

Really cool! Prefer this idea over Gemini or something of the bunch. However, I’m quite skeptic about the pricing and sustainability of the app, how are you planning to monetize it? Or are you planning to subsidize it until the end of times? 😂

How hard is it transfer the results to other platforms?

The routing call looks really interesting. When a query lands, whats the bar for pulling an existing library app vs building one fresh? Congrats on the launch!

How does it actually handle the backend stuff like data and accounts when these custom apps are kept forever? Like, if I build something personal, is it running on your infra indefinitely?

How will you handle apps that need external services? Simple connections with popular platforms could make the finished apps much more useful.

i found the idea of turning searches into working apps much more interesting than another AI search experience. Reading results is useful, but interacting with them immediately feels like a completely different workflow

Me wondering how shared apps handle updates after changes are made. Allowing version history could help people restore earlier work without starting again.

How does JustVibe ensure that user-created apps remain accurate, reliable, and useful over time as the underlying information changes?

Love the trip planner demo, super clean. One thing that would seal the deal for me: let me export the app as a PWA so I can install it on my phone and use it offline when I'm actually in Tokyo without hunting for wifi.

Congrats on the launch! Q - When an app gets generated from a search, does it live permanently in your library the way a saved document would, or does it expire if you don't come back to it?

Hey Product Hunt 👋I'm Lianghao, Founder of @JustVibe. I previously led ML/AI teams at Pinterest and The Yes.I believe the best search engine results should be visual, interactive and actionable. In other words: a working app, built for your exact need. JustVibe started with a simple frustration: when you need something done (compare two destinations for a trip, plan a wedding mood board, figure out dinner from what's in the fridge), every answer today is something to read: links, listicles, paragraphs. What you actually want is an app.✍️ Here's how it works:Search like you normally would. Full sentences welcome. The more specific, the better.Instantly an app renders with your exact need, from our massive pre-built app library.Or get an app built just for you in a few minutes. Watch it come alive or explore related apps while you wait. All your apps land in your Library: yours forever to reuse, edit, and share.Want to customize anything? Open any app and reshape it by describing the change. You never see code.👉 Go to https://justvibe.com. Try these searches. Or try to stump it. Everything is 100% Free."create a mood board for a rustic Italian wedding""plan my 5 day trip to tokyo""I have eggs, spinach, and feta. what can I make?""compare tokyo and kyoto for my next travel"What are the search queries that have never worked in the way you wanted? Let's see what JustVibe would offer!