Fuzzy AI
We warm your prospects before reaching out
1.6K followers
We warm your prospects before reaching out
1.6K followers
Cold outreach gets ignored because prospects do not know you yet. Fuzzy warms them before you ever reach out by finding people already engaging in your market, helping you stay visible through content and thoughtful comments, then launching personalised LinkedIn and email campaigns in your voice. Research, enrichment, sequences, replies and team workflows live in one place. Customers call it intuitive, seamless and more comprehensive than the tools they used before.
I've been trying Fuzzy, and what I like most is how much context it gives me before I reach out. I can see who's already engaging, understand why they might be relevant, and create a message that feels personal, all without switching between several tools. It makes the whole outreach process feel more natural and focused. Congrats on the launch!
@xinrui1 Thank you for noticing!! We spent a lot of time getting that right. We built memory into Fuzzy so it learns how you work over time and gives you more relevant context before you reach out.
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And yes - exactly! We were tired of jumping between so many different tools too, so bringing the whole workflow into one place was a big reason we built Fuzzy. Really glad that resonated with you, and thanks for trying it!
So the fix for cold outreach was... not being cold. Incredible. Jokes aside this makes sense, curious what the reply rate diff looks like?
@demirbyilmaz Hahaha exactly 😂 It sounds very obvious when you put it like that :P
Results vary by campaign/who you're targetting/industry, but we’re generally seeing 2 to 3x higher reply rates. One comparable cohort went from 4% cold to 14% after warming.
The replies tend to be better too. Fewer polite rejections and more actual conversations. Still early, but very promising so far!
Does Fuzzy adapt its commenting style depending on the founder's writing voice or industry?
@nuseir_yassin1 Yes! And actually, we go much deeper than matching your tone or industry.
Our Memories learn how you write, what you care about, your experience, what your company does, and the ideas you keep coming back to. The goal is to give Fuzzy your context, not just your tone.
You can also set a goal for each campaign, so Fuzzy understands what you’re trying to achieve with that interaction.
That means it can draft something based on your actual perspective, rather than using one generic “founder voice.” And you can still review and edit every comment before it goes live :)
Congrats on the launch. Looks very useful. A few questions, can you provide a list of people that Fuzzy should warm up for you? Also can Fuzzy connect with people you're targeting? Can you have multiple lists for different campaigns?
@jn263 Oh yes, you can! You can give Fuzzy a list of specific people, or even the types of roles you want to target. Then we help you show up in their feed, share relevant content (on your domain), and engage with people around them.
Once they’re warmed up and have seen you a few times, that’s when we start reaching out, so your message doesn’t feel cold or come out of nowhere.
And yesss, you can have multiple lists for different campaigns :)
the LinkedIn engagement piece is the part I'd want to understand better - if the AI is leaving comments on prospects' posts before you reach out, does that get flagged as inauthentic once someone notices the same account is commenting on dozens of strangers' posts in the same style? feels like the kind of thing that works great until people catch on.
@omri_ben_shoham1 I completely understand the concern, and honestly, I agree!
If an account is leaving the same generic comment on dozens of strangers’ posts, people are going to notice pretty quickly. And honestly, that would be SUPER annoying.
That’s exactly why Fuzzy isn’t designed to blast out comments at scale. It helps you find the right conversations first, then drafts comments using your Memories, including your voice, viewpoints, past context, and industry expertise. You review, edit, and approve everything before it goes live, or skip it when you don’t have something useful to add.
The reason commenting and content still matter is that a genuinely relevant comment can appear in your prospect’s feed and reach the people around them. That helps them recognize you before you ever reach out. But it only works if the comment is actually useful and something you would genuinely say.
For me, AI should help with the research and the blank page. It shouldn’t pretend to be you or put your relationships on autopilot :)
Congratulations on a successful product launch. As a founder myself I definitely understand the hours of work that you guys have invested into this product. I just wanted to clearly understand that currently Fuzzy works with only LinkedIn, correct? Do you have plans to expand its data sources in the future?
@richatsealedvault Thank you so much, Richard!! Fuzzy already supports outreach across both LinkedIn and email, and we also include contact details like email addresses and phone numbers too. So LinkedIn is a big part of the product, but it isn’t the only source we use. You can see the full breakdown on our website too. Feel free to try us out.
We’re always looking at other data sources that could make Fuzzy more useful, so if there’s anything specific you’d like us to add, I’d love to hear it :)
@serenalam Thank you for your response Serena, I will be trying out your application as I see the potential to make outreach and marketing much more meaningful.
@richatsealedvault thought i'd check in! How did you go :)
Congrats on the launch! 🎉 Love that outreach only fires after real engagement — feels way warmer than cold, scraped-list sequences.
Quick one: is the trigger a fixed rule (e.g., N interactions within X days), or a weighted score factoring in signal type, recency, and ICP fit before a sequence kicks off? And is that threshold configurable per campaign, or fixed platform-wide?
I would definitely try it out.
@waqas_baloch4 Great question! It’s a combination, and it’s configurable by campaign and can be fixed across the whole platform. The trigger uses the signals you choose for that campaign. You can decide which interactions matter, how many you want per day, and how far apart they should happen so it doesn’t feel spammy.
You can start with a curated ICP Feed and engage based on your goal, or create content first and build a list based on who engages with it. Once they’re warm, you can move them into a personalized outreach sequence.
You can also choose how hands-on you want to be. Run it on autopilot, or review and approve each interaction and message as you go. And yes, we’d love for you to try it!!
@serenalam Thanks for the detailed response! Configurable signals per campaign plus pacing controls is exactly the right approach, it keeps the outreach feeling natural instead of triggered-bot spammy. Also like that you can flip between autopilot and approve-each-step depending on trust. Will definitely give it a try, good luck with the launch! 🚀
@waqas_baloch4 YAY thank you Waqas!! So glad the controls made sense. Please let me know when you give it a try, and I’d be very happy to help you configure the signals and pacing for your first campaign :)
Thank you for your wishes!