Jesse - Stop building Apollo/Clay lists. Search the live internet.

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We were spending hours building lead lists, only to discover half the people had changed roles, the signals were outdated, and the best accounts were hiding in plain sight.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 👇

1. 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”
   

2. 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

3. 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

4. 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! 🚀

Thanks, Kevin, for hunting our product. Hi everyone, I am Sarthak, one of the Cofounders at Floworks.

We built Jesse to help sales teams run precise outbound.
Jesse is an AI agent that connects to 180+ data sources and the entire internet.
It finds you the perfect list with any filter or intent signal - all from a simple prompt.

What Jesse knows about your prospects:

• Funding rounds

• Page visits

• Products they're using

• Team's preferred tech stack

• Intent signals no one else has
  

And everything else there is to know

One of the great testimonials we received from a customer:

"It's like having an insider in each prospect's office."

Please take Jesse out for a spin, and share your valuable feedback. I am sure with all your support, we will fix what is broken in outbound.

The “anti-database” positioning makes a lot of sense. As a founder, the hard part is usually not finding a huge list of companies, but finding the few that actually have a reason to care right now. A stale title or outdated signal can waste a surprising amount of time.

I like the plain English search part too. Sales research often turns into a weird mix of filters, spreadsheets, LinkedIn tabs, and guessing. Being able to describe the buyer and the current signal you’re looking for feels much closer to how people actually think.

Curious how Jesse verifies freshness. When it finds a lead from the live web, does it show the source and reasoning behind why that company/person matched the query?

Hey Product Hunt, Ritesh here, one of the makers.

We built Agent Jesse around one uncomfortable number: B2B data decays about 2% a month, so any static lead list is partly wrong the day you export it.

So Jesse doesn't query a snapshot. It retrieves against the live web at query time, ships every row with the source URLs it came from, and runs a self correcting loop that keeps re-sourcing until it hits your target.

As of this week it also goes where you work: an API key drops it into n8n, and an MCP server connects it to Claude, ChatGPT, or Cursor, so you can just ask for leads in plain English.

We are still actively shaping what comes next, so I would love to hear: where does your current lead data let you down most?

Happy to go deep on how the retrieval or verification works.

Amazing! Good luck team! :D

Congratulations @sudipta_biswas4 @sarthak_shrivastava2 @ritesh2503 on your Product Hunt launch! 🎉

We've been one of the early users of Jesse at @getomnify , and it's been incredible to see how far it's come. Our outbound team absolutely loves it, and it has become one of the most critical tools in our lead generation stack.

Wishing you all the success for the launch—go crush it! 🚀💜

Congratulations @sudipta_biswas4 @sarthak_shrivastava2 on your Product Hunt launch!

We've tried out Jesse at ComplyJet and the initial results were encouraging. Our experience with lead list creation with tools like Apollo has been very tedious. Great to see promising results with complex queries expressed in natural language from our sellers.

Wishing you great success with the launch!

I've been using this product for a month, and i'm happy to say it really boosted my productivity in my current role at Alteus when trying to build lists of leads for outreach. Very excited to see the developers push this further!

Excited to try this. We have been juggling across dbs so far and stale accounts have been a problem, hope this will be a relief :)