VibeOnly is live · free plan, paid from $179.99/mo · last verified 22 Oct 2026 · viability monitor
VibeOnly
VibeOnly (Jellyfish) is AI candidate sourcing that searches GitHub, Google Scholar, communities and the open web for evidence-backed
The free five-candidate trial is a genuinely cheap way to test whether web-and-code sourcing beats your database on a live req — do that before paying. At $179.99/mo, Pro is priced for a recruiter running several technical searches, not a solo dabbler. It finds evidence-backed candidates well; it does not run your outreach campaign for you.
Verdict generatedVerified 8d ago · liveness 66/100 · cite: rightaichoice.com/tools/vibeonly
- Staffing agencies and recruiters filling engineering, data and research roles
- Technical teams tired of resume databases missing open-source and academic talent
- Agencies that need source-backed evidence to justify a shortlist to a client
- Recruiters running several technical searches who want research running around the clock
- Agencies hiring mainly non-technical roles where code and research trails are thin
- Teams wanting AI to run outbound sequences and inbox triage end to end
- Recruiters who need guaranteed contact details for every candidate
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Skip Amy if most of your requisitions are non-technical roles, or if your clients contractually require human-written first contact to every candidate with no AI in the loop.
Autopilot is the default posture for outreach and inbox handling, so agencies that need human-written first contact must keep approval steps switched on permanently — that removes some of the time saving you're buying
Treat the vendor's cited +30% recruiter capacity, +80% candidate quality and -50% cost per hire as a sales case rather than a cost baseline, and benchmark the quoted figure against what you currently spend per hired technical candidate — including the recruiter hours the tool is meant to absorb — before you commit.
In short
VibeOnly — VibeOnly (Jellyfish) is AI candidate sourcing that searches GitHub, Google Scholar, communities and the open web for evidence-backed. Best for Staffing agencies and recruiters filling engineering, data and research roles, Technical teams tired of resume databases missing open-source and academic talent, Agencies that need source-backed evidence to justify a shortlist to a client. Free to start; paid plans from $179.99/mo.
What is VibeOnly?
VibeOnly — VibeOnly (Jellyfish) is AI candidate sourcing that searches GitHub, Google Scholar, communities and the open web for evidence-backed. Best for Staffing agencies and recruiters filling engineering, data and research roles, Technical teams tired of resume databases missing open-source and academic talent, Agencies that need source-backed evidence to justify a shortlist to a client. Free to start; paid plans from $179.99/mo.
VibeOnly, sold under the Jellyfish name, is an AI sourcing tool for recruiters and staffing agencies filling technical roles. Instead of querying a resume database, you describe the role, skills and surrounding context, and it researches public profiles, projects and company pages across GitHub, Google Scholar, developer communities and the open web. Every match comes with the source links behind it, so a shortlist arrives with reasons attached rather than a black-box ranking. The workflow is built around evidence. Each candidate gets a fit summary against your custom role criteria, contact details where they are publicly available, and links to the profile, portfolio or paper that triggered the match. You can review and save candidates to a shortlist and export the whole thing to CSV, sources included, which is what makes it usable in a client or hiring-manager review. Entry pricing starts with a free tier: five candidates for one role, one-time, with the same research, contact details, evidence links and shortlist tools as the paid plan. Pro runs $179.99 per month and adds 500 outreach credits, multiple roles, and 24/7 sourcing that keeps researching while you are away within your monthly allowance. Realistic positioning: this is a research and evidence layer, not a full sourcing operation. There is no documented outreach sequencing or inbox management in the current product description, so agencies expecting an end-to-end sourcer should pair it with their own sequencing stack. Compared with resume-database tools, it wins on finding people whose work lives in code and papers; it is less useful for roles where that trail does not exist.
Key features
- Searches GitHub for technical work, open-source impact and contributor credibility
- Searches Google Scholar for research depth, citations and emerging specialists
- Researches developer communities, talks, patents and portfolios across the open web
- Generates fit summaries scored against custom role criteria
- Attaches source links to every candidate finding
- Includes publicly available email addresses and phone numbers
- Custom role criteria beyond a job title
- 24/7 sourcing that keeps researching active searches
- Shortlist review and save workflow
- CSV export of candidates and sources
- 500 outreach credits on the Pro plan
Behind the verdict
Where this earns its keep is engineering and research hiring, where a strong candidate's best resume is a GitHub history, a paper trail or a conference talk. Keyword filters on a resume database will not surface the person who led a Kubernetes migration but never wrote it in a profile. VibeOnly's open-web research does, and the source links mean you can defend the shortlist when a hiring manager asks why this person and not the obvious one. We'd start on the free tier with a real, hard-to-fill req. Five candidates will not staff a role, but it tells you fast whether the evidence quality holds up on your market. If the fit summaries read like genuine reasoning instead of keyword echoes, Pro's multi-role 24/7 sourcing is the natural step. Pass if your hiring is mostly non-technical. Community and research signals add little for roles filled from standard databases, and you'd be paying a premium for coverage you don't need. Also think twice if you need AI to run outbound sequences and triage candidate replies: current product material covers sourcing, evidence and shortlists, not inbox automation. The closest comparison is a talent-intelligence database. Those are faster on well-indexed roles and give you a broad pool to filter. VibeOnly trades pool size for depth of evidence per candidate, so it suits teams that would rather review 20 well-explained people than 200 rows. One caveat on contact data: Jellyfish is explicit that not every candidate has a publicly available email or phone number. Budget for manual lookup on a slice of your list. And the 500 outreach credits on Pro are credits, not an outreach engine — check what they unlock before assuming it covers your sequencing. In practice, the approval-free 24/7 research is the quiet win for agencies spread across
Limitations
- Pricing is usage-capped: the free plan is a one-time allowance of 5 candidates for 1 role, and Pro ($179.99/month) provides 500 outreach credits with 24/7 sourcing only within that monthly allowance.
- Contact details are included only when publicly available, so some candidates will arrive without an email or phone number.
- The strongest evidence trails come from technical sources (GitHub, Google Scholar, communities, open web), so sourcing depth is oriented toward engineering and research profiles rather than all roles.
as of 2026-10-11
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Is VibeOnly still active?
VibeOnly is live · free plan, paid from $179.99/mo · last verified 22 Oct 2026 · viability monitor.
Viability score
How well maintained and how widely used is VibeOnly? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: October 2026
How we score →What do users say about VibeOnly?
What people actually say about VibeOnly — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
ResearchedDiscussed by users across 2 sources (YouTube, Product Hunt) · researched Oct 21, 2026.
Weighted by the 12 posts each of 2 sources contributed.
- +Searches GitHub, Google Scholar, and open-source communities instead of relying on a stale resume database
- +Turns client briefs and intake notes into a living search plan with must-have versus flexible requirements
- +Grades each candidate against the actual brief with role-specific evidence and a match percentage
- +Runs the outreach loop — email sequences, LinkedIn connects, InMail follow-ups — automatically
- +Triages candidate inboxes and routes strong replies to the right recruiter
- −Zero independent reviews — only Product Hunt launch comments, no recruiter testimonials or case studies
- −Performance claims (+30% capacity, +80% quality, -50% cost) lack any published methodology
- −Product framing on Product Hunt suggests AI-fluency assessment, not staffing-agency sourcing
- −Pricing entirely undisclosed; no tiers, no free trial details, no per-placement model
- −No listed integrations, so API and ATS compatibility are unknown
- • No public pricing — quote needed before any budgeting
- • Enterprise onboarding and integration engineering likely billed separately
- • Cost of human recruiter review when approval gates are on
How we verified this
Every listed fact about VibeOnly— pricing, features, links, status — is re-read from the vendor's own pages by our verification pipeline and each change is logged with a date; the last pass ran on 22 Oct 2026. Pages mix model-assisted synthesis with human review; see how we verify.
Verification history
We have re-verified VibeOnly 11 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — changed pricing page, limitations
- — changed description, who should skip it, summary, who it suits, our verdict, pricing model, features, pricing tiers
- — changed SSL certificate
- — changed description, our verdict, use cases, setup time, limitations, pricing fit, hidden costs, features, switching in, who it suits, switching out, summary, who should skip it
- — changed pricing page
- — changed setup time, description, our verdict, features, hidden costs, limitations, switching in, switching out, who should skip it, pricing fit, summary, use cases, who it suits
Showing the 6 most recent of 11 verification passes.
Free to cite with attribution — this page re-verifies continuously.
How much does VibeOnly cost in 2026?
VibeOnly: Free to start; paid plans from $179.99/mo. Pricing last verified 22 Oct 2026.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Where the pricing makes sense
The company stage and team size where VibeOnly's pricing actually pencils out — and where peers do it cheaper.
Treat the vendor's cited +30% recruiter capacity, +80% candidate quality and -50% cost per hire as a sales case rather than a cost baseline, and benchmark the quoted figure against what you currently spend per hired technical candidate — including the recruiter hours the tool is meant to absorb — before you commit.
Has VibeOnly's pricing changed?
No plan price for VibeOnly has moved since we began logging in Aug 2026; the pricing page is re-read on every verification pass.
Who should pick VibeOnly?
Pick VibeOnly if you are Staffing agencies and recruiters filling engineering, data and research roles, Technical teams tired of resume databases missing open-source and academic talent, Agencies that need source-backed evidence to justify a shortlist to a client, Recruiters running several technical searches who want research running around the clock.
Look elsewhere if you are Agencies hiring mainly non-technical roles where code and research trails are thin, Teams wanting AI to run outbound sequences and inbox triage end to end, Recruiters who need guaranteed contact details for every candidate, High-volume roles where a large indexed database beats depth of evidence.
Skip it if Skip Amy if most of your requisitions are non-technical roles, or if your clients contractually require human-written first contact to every candidate with no AI in the loop.
GeneratedReal-world workflow fit
Concrete scenarios for the personas VibeOnly actually fits — and what changes day-one when you adopt it.
Drop in the intake call notes and job description for a senior data engineer role, let Amy split must-haves (Python, AWS, scale) from flexible requirements, then review the evidence-graded shortlist before any message goes out.
Outcome: A shortlist where each candidate carries proof points like 'built scalable data pipelines with Python and AWS' graded strong or moderate, ready to send to the hiring manager with the original client context still attached.
Keep approval steps on messages while Amy runs the four-touch cadence — email day 1, LinkedIn day 3, follow-up day 7, InMail day 14 — and triages replies, answering routine questions and flagging the ones worth a human answer.
Outcome: Inbox triage handled and qualified replies routed to the right recruiter, with the sourcer reviewing messages rather than drafting every one.
Run discovery and follow-ups across multiple markets overnight, then use the hiring-manager update Amy prepares so each client sees the week's progress without anyone rebuilding context.
Outcome: 24/7 market coverage on live reqs, and a client update ready to share rather than a Friday scramble through scattered notes.
Use cases
- Source senior data engineers by searching GitHub and open-source contributions for evidence of Python, AWS and Kubernetes work at scale
- Build a shortlist for a hard-to-fill infrastructure role when the usual resume database has been exhausted
- Convert an intake call transcript into a structured search plan with must-haves and flexible requirements separated
- Run a multi-touch outreach cadence (email day 1, LinkedIn day 3, follow-up day 7, InMail day 14) without a recruiter sending each step
- Let Amy triage candidate replies, answer routine questions and hand qualified responses to the right recruiter
- Package candidate evidence into a hiring-manager update without rebuilding context from scratch each week
- Cover several live reqs across different time zones with a continuous sourcing desk
- Surface researchers and emerging specialists found through Google Scholar citations and conference work
Setup time & first value
How long it actually takes to get something useful out of VibeOnly — broken out by persona, not the marketing-page minute.
Once a brief is loaded, the search plan generates from the intake notes or job description, and a recruiter can be reviewing an evidence-graded shortlist on a live req within days. Teams that keep approval steps on should add time for
Switching to or from VibeOnly
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From LinkedIn Recruiter: load your open technical reqs as briefs so Amy searches GitHub, Scholar, OSS and communities instead of the same resume pool.
- →From an ATS-sourced shortlist workflow: import the job description and intake notes as the client brief, then compare Amy's evidence-graded matches against your existing pipeline before switching over.
- →From a manual sourcing desk: convert each open role's intake transcript into a search plan, then run one live req in parallel to validate the +30% capacity claim before moving the rest.
- ↗To a resume-database sourcing tool: export your candidate evidence and score cards first — the proof points are the part a ranking-only tool won't reproduce.
- ↗To a human-only outreach desk: keep the contact sequences and reply history from Amy so your recruiters can pick up live conversations without re-approaching candidates.
- ↗To an in-house ATS: capture the client-brief context attached to each candidate, since that living brief is the artifact the next system will need to rebuild.
Resources & guides
Tutorials & Learning
YouTube returned 6 videos for “VibeOnly”, and we withheld 6: 6 could not be judged, because “VibeOnly” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about VibeOnly.
Official links
What are the best VibeOnly alternatives?
The closest alternatives to VibeOnly we list are Fetcher, Manatal and Workable. Ranked by direct product-type match, not category overlap.
| Alternative | Pricing | Starts at | Last verified |
|---|---|---|---|
| Fetcher | Paid | Pricing not published | — |
| Manatal | Freemium | Pricing not published | — |
| Workable | Paid | Pricing not published | — |
Alternatives to VibeOnly
View all
Tools that pair well with VibeOnly
Common stack mates teams adopt alongside VibeOnly, with the specific reason each pairing earns its keep.
Fetcher
AI candidate sourcing and screening on a 500M+ knowledge-worker database, with a human sourcing team behind it.
Manatal
Manatal is AI recruitment software with an ATS, recruitment CRM, and a 24/7 AI Interviewer that video-screens candidates automatically.
Workable
Workable is an AI recruiting agent that sources, screens and chats with candidates inside a full ATS and HR platform.
VibeOnly vs its closest rival
VibeOnly's closest head-to-head is with Surge Ai — Choose Surge AI if you need expert human feedback for frontier AI alignment, RLHF, and rigorous benchmarking — it's built for AI labs and safety teams. Choose VibeOnly if you're a founder or hiring manager looking to assess candidates' practical AI fluency with realistic tests. They serve different needs, so the decision hinges on whether your priority is model training or talent evaluation. Verdict generated
Head-to-head comparisons
Vibeonly vs Surge Ai
Choose Surge AI if you need expert human feedback for frontier AI alignment, RLHF, and rigorous benchmarking — it's built for AI labs and safety teams. Choose VibeOnly if you're a founder or hiring manager looking to assess candidates' practical AI fluency with realistic tests. They serve different needs, so the decision hinges on whether your priority is model training or talent evaluation.
GeneratedVibeonly vs Praktika
These tools serve entirely different needs, so the ‘better’ choice depends on your goal. If you're an intermediate language learner wanting conversational AI practice with instant feedback, Praktika is the clear pick. If you're a founder or hiring manager needing to evaluate candidates' practical AI skills, VibeOnly offers a focused, task-based assessment platform. Choose based on whether you need to learn languages or hire AI-fluent talent.
GeneratedFrequently asked questions
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