Can you do the same thing as for Reddit, but for LinkedIn instead? People there are more often looking for professional services, so for B2B companies, analyzing LinkedIn posts would be much more interesting.
The workflow is good!!!! Just very curious how to handle false positives on the Reddit signal.
this is actually pretty good sent it to my sales friend already — feels useful for quick lead follow-ups
Congrats on the launch! Plain English ICP descriptions to a qualified lead list is a really clean workflow, no more Boolean wrangling. Curious how the system handles edge cases when the criteria gets really fuzzy?
I wish they hadn't revealed this. This has been my secret weapon in finding the best targets for my company. I've built out some workflows that as SUPER niche and i swear OrangeSlice hasnt missed yet. 🥶
Feels like the hardest part here is actually figuring out who’s really in-market, not just matching filters
Curious how you’re handling that?
Has been an awesome tool for building out lead lists and easily plugs into the rest of my tech stack. great founding team too
Been using orangeslice for a couple weeks and have really enjoyed it! As a gtm leader for a very small startup its a fast way to find leads and reach out to people in our ICP. @vihaar curious about seeding for linkedin/reddit I was messing around with those templates. I was hoping to get connected with someone from your team to help me maximize my capabilties of your product. Congrats again think what you are building is awesome!!
Love this direction. Pulling in real-time signals from across the web instead of static lists makes a lot of sense. What sources have been the most useful so far?
love the table interface. what was the decision around that vs chat-based?
This is brilliant.
Currently running GTM for two clients, and despite a lot of efforts, it still feels kinda janky.
Rooting for you guys!
Curious how this handles the research layer when you're running outbound across multiple e-com brands at once.
Do you pull brand-level signals recent ad spend patterns, new growth/CX hires, post-funding activity or is it mostly contact-level enrichment? Because when you're managing 10-15 stores the prioritization layer matters as much as the messaging itself.
It is a good sighn that users are applying it beyond outbound. That usually means the system has some flexibility built into it.
Congratulations on the launch. Are you listening to other sources than reddit?
Anyone NOT seeing this? First step of onboarding I'm told they cannot do this right now - on launch day...?
Hi, a few questions - 1. How does the pricing work? If it's credits-based/usage-based, then how do you define that exactly? 2. How accurate is the data + how recent? What sort of data providers do you use? Especially intent signals are notoriously inaccurate for "things like people with 4 fingers as you say in YC demo" haha 3. How does it handle vague/intent based queries instead of traditional filter style queries? If I say something non-filter style like "find me users who are on the lookout for Instagram marketing automation tools"
When you say "automate any sales task," what's the most repetitive sales workflow your beta customers have fully offloaded to the agent?
And on the flipside, what's the sales task that still needs a human in the loop today?
Congrats on the launch @vihaar_nandigala I believe the timing angle is underrated in GTM - most tools optimize for volume, not relevance.
How are you defining “in-market”? Is it behavioral signals, firmographic triggers, or something else?
About Orange Slice on Product Hunt
“Automate any sales task with AI”
Orange Slice launched on Product Hunt on April 27th, 2026 and earned 460 upvotes and 48 comments, earning #1 Product of the Day. Build go-to-market workflows with AI. Prospect, enrich, qualify, and automate GTM execution in Orange Slice.
Orange Slice was featured in Sales (21.7k followers), Marketing (463.1k followers) and Growth Hacking (149.4k followers) on Product Hunt. Together, these topics include over 85.9k products, making this a competitive space to launch in.
Who hunted Orange Slice?
Orange Slice 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 Orange Slice 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 everyone, Vihaar here, one of the founders of orange slice
really appreciate you checking us out today
we didn’t start this company because we wanted to build “another sales tool”
we started it because we kept running into the same problem over and over again
every go-to-market motion we tried (whether it was outbound, partnerships, hiring, events) always broke at the same place
finding the right people at the right time
not a big list
not more data
just… actual in-market companies
and the frustrating part was the workflow
copy pasting people into spreadsheets
running the same enrichments over and over
stitching together 10+ tools
hoping something sticks
it just felt… dumb
so we started building what we actually wanted:
a system where you can just describe who you’re looking for
and it finds them for you
researches them
enriches them
filters them
updates continuously
all in one place
over the last few months we’ve:
rebuilt the product multiple times
shipped a self-serve version after doing a lot of agency work
broken things (a lot… memory in chat almost killed us last week lol)
and most importantly, started seeing people use this in ways we didn’t even expect
some are using it for outbound
some for market research
some for partnerships
some for completely random workflows
that’s been the coolest part
we’re still super early
but if you’ve ever felt like go-to-market is way more manual than it should be
or that timing matters way more than effort
i think you’ll get what we’re trying to do here
would genuinely love feedback - good or bad
and if you want, comment your companies website
and i’ll reply with a custom GTM play
that will help you get more customers!!!