Recruiting tools won't get you the hire. The right team will. Contrario combines a network of expert recruiters with AI agents built for hiring. Our recruiters and agents handle 90% of the work — sourcing, screening, coordination, and closing — all from Slack via natural language. With every decision, the system learns your bar and surfaces better candidates over time.
Hey Product Hunt! Arya here, Co-Founder & CEO of @Contrario
My team and I have spent the last 18 months building Contrario in the recruiting space. What’s happening now is that SaaS and AI recruiting tools are everywhere, with people claiming they have proprietary tech that can help you find the most “cracked” talent.
What people do not tell you is that even the best recruiting tools can’t guarantee that strong talent will reply and interview at your company. That is just not how it works. After working with 200+ businesses and going through YC, what we learned is that the real way to win talent is the best expert recruiters working for you — curating targeted outreach messages, doubling down on what's working, and selling the company's vision in every interview.
generate a curated JD with ideal profiles, companies, and more
find and assign expert recruiters who already made similar hires
surface high-quality talent interested in working at your company
schedule interviews for you based on your availability
and learn from feedback until we find the right candidate
So instead of a slow manual recruiting agency or paying for first-gen AI tools, you get an agentic platform that does everything for you.
A few outcomes:
An AI marketing startup hired their core engineering team of 4 in 15 days.
A people data company hired 2 AEs and 2 operations people in <1 month.
And 150+ candidates hired in <12 months since starting Contrario including @Wispr Flow
The future of recruiting is humans and agents working together as one. Contrario is leading this wave.
Who is Contrario for?
Founders making hires. Engineering managers expanding the team. Heads of talent and in-house recruiters looking to grow the team. Anyone who has to hire but doesn't want manual processes and a lack of high-quality candidates to be a bottleneck.
🎁 For the PH community:
Try Contrario today, and if it clicks, get 20% off your first hire, no matter the role.
Do hiring managers get to see recruiter ratings or track records before they're assigned?
this is super cool! need to give this a spin for kanwas!! btw love the slick design of landing page, you guys rock
Congrats on the launch! On the candidate side, do the rejections come with feedback or help the recruiters generate a feedback? This could help both sides to get good matches.
And on the recruiting side, do you plan to have integration to apps such as Granola to ingest notes into feedback?
the curated jd feature sounds lowkey useful. writing job descriptions is the one task i always procrastinate on. does the agent suggest which companies to poach from or do we provide the list?
the honest framing about tools not being able to make great talent reply to u is the part most ai recruiting pitches skip. pairing expert recruiters with agents instead of trying to fully automate the human bit is a way more believable angle. hell ya !!
As a recruiter, I tend to be skeptical. However, I can tell you that working with the Contrario team the past year has been great. Hard working, innovative, passionate about clients and candidates.
Other companies promise that they will address your hiring with volume and pure breadth of recruitment coverage. Contrario focuses on applying the right matched recruiters with needs resulting is a fast, yet personal experience.
Proud of what the team has accomplished.
Cool stuff, how much time does it take human recruiters to perform a background check and verify the Recruiter Agent was not manipulated or lied into hiring a candidate?
fantastic team and product! Contrario is a cornerstone partner that has brought us key team members @arya_marwaha
Is this only for tech roles or can it work for ops, sales, and GTM hires too?
We work with the Contrario team at Listen and appreciate the human recruiters + AI agents approach to recruiting. We've seen great candidates come through the platform for our growth team. Curious which types of roles have been the strongest fit so far across customers?
Does Contrario integrate with an ATS too, or is Slack basically the whole interface?
congrats on the launch. the network-of-recruiters-plus-AI-agents framing actually makes a lot of sense given how broken the candidate side feels right now.
we see this from the other angle, helping candidates parse and respond to recruiter outreach. so much of what comes through still reads like a template that did not bother checking the resume. the human-in-loop piece you describe sounds like exactly the part that makes calibration possible.
two questions if you have a sec:
what does the feedback loop look like between an agent and the recruiter when a candidate does not fit but is close on one dimension. does the agent learn from the override or wait for an explicit retrain?
and how do you handle the cold-start problem for a startup hiring its first five engineers, where there is no past hire data to calibrate against?
Hey! CTO & co-founder here 👋
Really proud of what our team built here at Contrario. Excited to launch today and would love any feedback from the PH community!
About Contrario on Product Hunt
“The AI recruiting platform powered by expert recruiters”
Contrario launched on Product Hunt on May 6th, 2026 and earned 168 upvotes and 36 comments, placing #9 on the daily leaderboard. Recruiting tools won't get you the hire. The right team will. Contrario combines a network of expert recruiters with AI agents built for hiring. Our recruiters and agents handle 90% of the work — sourcing, screening, coordination, and closing — all from Slack via natural language. With every decision, the system learns your bar and surfaces better candidates over time.
Contrario was featured in Hiring (15.3k followers), Artificial Intelligence (467.7k followers) and Tech (622.9k followers) on Product Hunt. Together, these topics include over 261.6k products, making this a competitive space to launch in.
Who hunted Contrario?
Contrario was hunted by Garry Tan. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Contrario stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Garry Tan
Hey Product Hunt! Arya here, Co-Founder & CEO of @Contrario
My team and I have spent the last 18 months building Contrario in the recruiting space. What’s happening now is that SaaS and AI recruiting tools are everywhere, with people claiming they have proprietary tech that can help you find the most “cracked” talent.
What people do not tell you is that even the best recruiting tools can’t guarantee that strong talent will reply and interview at your company. That is just not how it works. After working with 200+ businesses and going through YC, what we learned is that the real way to win talent is the best expert recruiters working for you — curating targeted outreach messages, doubling down on what's working, and selling the company's vision in every interview.
So we built Contrario to do exactly that. Check us out: https://www.contrario.ai/
You import your open jobs, and Contrario will:
generate a curated JD with ideal profiles, companies, and more
find and assign expert recruiters who already made similar hires
surface high-quality talent interested in working at your company
schedule interviews for you based on your availability
and learn from feedback until we find the right candidate
So instead of a slow manual recruiting agency or paying for first-gen AI tools, you get an agentic platform that does everything for you.
A few outcomes:
An AI marketing startup hired their core engineering team of 4 in 15 days.
A people data company hired 2 AEs and 2 operations people in <1 month.
And 150+ candidates hired in <12 months since starting Contrario including @Wispr Flow
The future of recruiting is humans and agents working together as one. Contrario is leading this wave.
Who is Contrario for?
Founders making hires. Engineering managers expanding the team. Heads of talent and in-house recruiters looking to grow the team. Anyone who has to hire but doesn't want manual processes and a lack of high-quality candidates to be a bottleneck.
🎁 For the PH community:
Try Contrario today, and if it clicks, get 20% off your first hire, no matter the role.
Get started by booking a demo: https://www.contrario.ai/book-a-demo and select “Product Hunt”
What’s the next urgent hire you need to make?