Sales teams have been stuck with stale databases for 15 years. Jesse changes everything.. the first internet-wide search engine built for sales & marketing. Ask in plain English: "Find newly opened soccer facilities in the Midwest needing turf solutions." Jesse scans the live web and finds the right buyers in the market today. We are an anti database company, we don’t scrape and store stale databases and sell them at premium. Every lead is found fresh from the live internet and delivered.
Hey Product Hunt! 👋 I’m Sudipta, cofounder of Floworks.
Quick intro: I’m an IIT-Kgp grad. My first startup failed — and what stung was the reason. Not the product. We just couldn’t crack sales.
So I started Floworks and got into Y Combinator. Different company, same ghost: sales never got any easier.
We were spending hours building lead lists, only to discover half the people had changed roles, the signals were outdated, and the best accounts were hiding in plain sight.
So today we’re launching something close to my heart: @Jesse — a modern prospecting tool for GTM teams.
Think of it as a search engine, but for finding your next 100 customers.
Apollo and Clay scrape data once, then sell it back at a premium. By the time it reaches you, it’s stale — titles changed, companies pivoted, signals came and went.
Jesse searches the entire live internet on every query and hands you fresh leads.
We’re an anti-database company.
What’s more 👇
Apollo gives you 8–10 filters. Clay makes you wire up data sources. Jesse just works.
Write in plain English:
🔎 “Looking for healthcare providers who just opened chemotherapy centres”
🔎 “Find me 100 kids’ play facilities that just started a football academy and are seeing high footfalls”
Jesse tells you which signals to look for.
Building a fintech for debt collection? Jesse surfaces:
🎯 VPs of Risk at mid-sized NBFCs ($5M–$50M ARR) posting about defaults / hiring underwriters — want real-time alternative credit-reporting APIs
🎯 VPs of Compliance at digital neobanks (50–200 emp), newly appointed, replacing manual KYC/AML with a consolidated real-time API
🎯 CTOs at Series A/B fintechs (100–500 emp) tired of juggling vendor APIs — want one unified identity + credit + AML API
AE with named accounts every quarter?
🕵️ Jesse finds the right people inside those accounts by reading decision-makers’ real online activity — posts, public appearances, forums
A daily barrage of fresh leads, delivered to your inbox every morning. 📥
Since we launched, the adoption has been incredible:
🚀 1.2k+ teams signed up
🌍 From a real estate agent in Florida, to a fintech founder, to 4 Fortune 500 companies and one of the largest logistics companies in the world
📈 50%+ WAU/MAU
🔥 A constant rave across sales communities
These are still early days. I get a ton of messages from Jesse users on what to improve, and I personally read and act on every one.
I’d love your feedback — especially from founders and sales leaders who’ve lived the pipeline grind. What’s the most painful part of finding good leads for you? Happy to answer any questions! 🚀
Shifted to Jesse 3-4 weeks back. Much simpler. You just tell what kind of company you are looking for and it finds.
Happy with it so far. Congrats on launch!
Looks good - but for someone who already uses LinkedIn SalesNav - how's it different and what more can it add??
Congrats on the launch Sudipta & team! Looks very cool. How do you determine that an email is "verified"? Also is there an API integration as well?
The stale-list problem is even worse down-market, Sudipta. I prospect local businesses (insurance agents, salons, clinics) and Apollo/Clay basically don't have them, or the data is years out of date. A live, plain-English search is exactly the gap there. Genuine question: how does it do on small local SMBs vs the enterprise/BFSI examples? That long tail is where every list tool falls apart. Congrats on the launch.
I did a people search but there is no contact information or LinkedIn profiles. Am I missing something? I’m on the free plan.
Interesting positioning. How do you balance 'live internet search' with getting consistent, structured lead data at scale?
I tried the tool, and overall I think you are addressing a real pain point, which is great.
My first point of confusion was the naming. The app is promoted as Jesse, but the website address and logo say Floworks. That may be confusing for customers and could make the brand feel less clear.
Second, I went through the process and asked for SMBs, but the results included companies with valuations around $2 billion. That made it feel like Jesse did not fully follow my target group.
Third, I tested the product on the free plan. At the final step, Jesse told me that 75 contacts were found, but I could not see any names or details. To attract more users, it might be helpful to show a sample of the contacts, or at least show names without email addresses, so users can better understand the value before upgrading.
Overall, it is a nice product with a clear use case. These small changes could make the experience more consistent and compelling.
Searching the live internet instead of pulling from static lists is a big deal for anyone doing outbound. How fresh is the data — are we talking real-time crawls or is there some caching involved?
How do you verify the leads are actually newly opened and not just old pages getting reindexed?
This is interesting. Do you cache results at all, or does every search query the live web fresh?
This is such a cool product! Clay was super hard for me to use. Is there a free trial to get started?
The live web approach is a refreshing take. How often does it refresh or validate lead signals? Congrats!
About Jesse on Product Hunt
“Stop building Apollo/Clay lists. Search the live internet.”
Jesse launched on Product Hunt on June 18th, 2026 and earned 260 upvotes and 63 comments, placing #4 on the daily leaderboard. Sales teams have been stuck with stale databases for 15 years. Jesse changes everything.. the first internet-wide search engine built for sales & marketing. Ask in plain English: "Find newly opened soccer facilities in the Midwest needing turf solutions." Jesse scans the live web and finds the right buyers in the market today. We are an anti database company, we don’t scrape and store stale databases and sell them at premium. Every lead is found fresh from the live internet and delivered.
Jesse was featured in Sales (21.9k followers) and Artificial Intelligence (471.3k followers) on Product Hunt. Together, these topics include over 110.2k products, making this a competitive space to launch in.
Who hunted Jesse?
Jesse was hunted by Kevin William David. 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 Jesse stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Kevin William David
Hey Product Hunt! 👋 I’m Sudipta, cofounder of Floworks.
Quick intro: I’m an IIT-Kgp grad. My first startup failed — and what stung was the reason. Not the product. We just couldn’t crack sales.
So I started Floworks and got into Y Combinator. Different company, same ghost: sales never got any easier.
We were spending hours building lead lists, only to discover half the people had changed roles, the signals were outdated, and the best accounts were hiding in plain sight.
So today we’re launching something close to my heart: @Jesse — a modern prospecting tool for GTM teams.
Think of it as a search engine, but for finding your next 100 customers.
Apollo and Clay scrape data once, then sell it back at a premium. By the time it reaches you, it’s stale — titles changed, companies pivoted, signals came and went.
Jesse searches the entire live internet on every query and hands you fresh leads.
We’re an anti-database company.
What’s more 👇
Apollo gives you 8–10 filters. Clay makes you wire up data sources. Jesse just works.
Write in plain English:
🔎 “Looking for healthcare providers who just opened chemotherapy centres”
🔎 “Find me 100 kids’ play facilities that just started a football academy and are seeing high footfalls”
Jesse tells you which signals to look for.
Building a fintech for debt collection? Jesse surfaces:
🎯 VPs of Risk at mid-sized NBFCs ($5M–$50M ARR) posting about defaults / hiring underwriters — want real-time alternative credit-reporting APIs
🎯 VPs of Compliance at digital neobanks (50–200 emp), newly appointed, replacing manual KYC/AML with a consolidated real-time API
🎯 CTOs at Series A/B fintechs (100–500 emp) tired of juggling vendor APIs — want one unified identity + credit + AML API
AE with named accounts every quarter?
🕵️ Jesse finds the right people inside those accounts by reading decision-makers’ real online activity — posts, public appearances, forums
A daily barrage of fresh leads, delivered to your inbox every morning. 📥
Since we launched, the adoption has been incredible:
🚀 1.2k+ teams signed up
🌍 From a real estate agent in Florida, to a fintech founder, to 4 Fortune 500 companies and one of the largest logistics companies in the world
📈 50%+ WAU/MAU
🔥 A constant rave across sales communities
These are still early days. I get a ton of messages from Jesse users on what to improve, and I personally read and act on every one.
I’d love your feedback — especially from founders and sales leaders who’ve lived the pipeline grind. What’s the most painful part of finding good leads for you? Happy to answer any questions! 🚀