JustVibe
Verified Oct 23, 2026 ActiveAnswers a search query by generating a working interactive app instead of a list of links.
Listed on EffectHub ·
Pricing
- Pricing model
- 100% Free
Described in independent coverage as a free search engine; no paid tier has been reported.
Use tool ↗About JustVibe
JustVibe is a search engine that responds to a plain-language request, like planning a five-day trip, by generating a working interactive app for it on the spot rather than returning a list of links. The generated app runs in the browser, can be edited further by chatting with it, and is saved permanently at its own shareable link. It's built by Lianghao Chen, who previously led machine learning teams at Pinterest and at The Yes before its acquisition by Pinterest. JustVibe reached the top of Product Hunt in July 2026 and is free to use. Our own attempts to load the site directly were blocked by its bot protection, so this record relies on independent coverage rather than a first-party read of the page.
- Platforms
- Web
- API
- Not confirmed
- Last verified
- Oct 23, 2026
Verified sources
- Product Hunt listing confirms JustVibe's concept, launch timing and rankingproducthunt.com ↗
- Search indexing of JustVibe's own about page confirms the founder's background and the app-generation conceptjustvibe.com ↗
Is JustVibe legit?
We don’t label tools safe or unsafe. Below are the records we checked ourselves, each with the date we read it.
- Domain registered
- Mar 30, 2009 (17 years ago)Registry record (RDAP), registrar GoDaddy.com, LLC, looked up Sep 6, 2026
- TLS certificate
- Issued by Google Trust Services, valid until Dec 31, 2026Seen in our own connection to the site on Oct 23, 2026
- Last checked
- Oct 23, 2026The site answered
- On the market since
- 2026The vendor's own material, read by us
- Operated by
- JustVibeOur research, card verified Sep 1, 2026
Pros & cons of JustVibe
JustVibe's trick is turning a search query into a small working app (a trip planner, a scheduler) instead of a results page, which is a genuinely different answer to 'search' than a links list. It hit #1 on Product Hunt within months of its BetaList debut, but we could not load the site ourselves to confirm current behavior or limits.
Pros
- Generates a working, editable app instead of a static answer
- Apps are saved permanently at a shareable link
- Founder has direct ML leadership background at Pinterest and The Yes
- Reached #1 on Product Hunt shortly after launch
Cons
- We could not load the site directly due to bot protection on every attempt
- As a very new product, long-term reliability and limits are unproven
Best for
- People who want a disposable, shareable tool built from a single request
- Users curious about generative, app-based search results
Not for
- Anyone needing guaranteed uptime confirmed by a first-party site visit
- Users who want traditional link-based search results
Watch out: This is an early-stage product (BetaList debut in May 2026); confirm current capability and any usage limits directly before depending on it.
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JustVibe head-to-head
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