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.
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One thing that would help a lot is a built-in A/B testing tool for the LinkedIn and email copy so I can see which hooks get more replies without juggling spreadsheets.
@fikretseymenler Such a good idea!! Built-in A/B testing across LinkedIn and email would make it sooo much easier to see what’s actually working without juggling spreadsheets.
We’ll definitely add this to our roadmap. Thank you for suggesting it :)
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I like the idea because yes, you have low chances of getting a response from a cold outreach. But I feel like there's an issue which is authenticity because if I found out that someone had been warming me up with AI comments I'd have a different view on the person.
If AI is leaving generic comments just to get someone’s attention, that feels inauthentic and I wouldn’t want it under my name either 😮💨
Fuzzy is designed to help with the research and the blank page, not invent opinions for you. We have Memories which uses your actual viewpoints, experience, and company context to draft something relevant.
You can then read, edit, approve, or skip every comment before it goes out. Autopilot is optional.
And if you don’t genuinely have something useful to add, skipping the comment is the right answer. For me, the person still has to mean what gets posted :)
@raymond_yeh Good question :) We have a feature called Memories, which gives Fuzzy shared context about you. We learn about the way you speak and who you are. It works similarly to memory in GPT or Claude, so it learns how you write, what you care about, and the context behind your work.
The other thing is that nothing gets sent without you reviewing and approving it first. So it’s not an AI bot running on autopilot. You’re still in control, and everything that goes out sounds like you and is something you actually care about :)
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This is cool. Which data sources do you source from?
@hypetris Good question, Tristan! We connect to Linkedin, Exa, Firmable, Contact Out and adding more very soon! For social and engagement context - we mainly use Linkedin.
We also bring in contact data such as work emails and phone numbers, then combine that with your Memories, including your experience, company context, and campaign goals.
You can then use that context across both LinkedIn and email. If you mean the specific enrichment providers behind the data, happy to go into more detail :)
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Interesting concept! Does Fuzzy adapt its messaging based on how prospects engage over time?
@dhatri_rai1 Yes, exactly! You can choose which engagement signals matter for each campaign, and Fuzzy carries that context into the next step.
The messaging combines what the prospect has engaged with over time, your campaign goal, and your Memories. So someone who commented on your content shouldn’t receive the same follow-up as someone who hasn’t interacted at all. You can also review and approve each message before it goes out :)
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The concept makes a lot of sense, but I'd be careful not to automate engagement so much that it starts feeling inauthentic. Genuine interactions are probably what make the warming phase effective.
@debra_salt Yes, 100%! Genuine engagement is what makes the warming work, which is why you still decide how you want to engage.
The other hard part is finding the right people in the first place.
LinkedIn can be SO noisy, so Fuzzy gives you a personalised feed built around your ICP and brings the right people and content into one place. It keeps things focused, while the engagement still feels personal and sounds like you :)
One thing that would help a lot is a built-in A/B testing tool for the LinkedIn and email copy so I can see which hooks get more replies without juggling spreadsheets.
Fuzzy AI
@fikretseymenler Such a good idea!! Built-in A/B testing across LinkedIn and email would make it sooo much easier to see what’s actually working without juggling spreadsheets.
We’ll definitely add this to our roadmap. Thank you for suggesting it :)
I like the idea because yes, you have low chances of getting a response from a cold outreach. But I feel like there's an issue which is authenticity because if I found out that someone had been warming me up with AI comments I'd have a different view on the person.
Fuzzy AI
@reda_roqai_chaoui I completely understand, and honestly I agree!
If AI is leaving generic comments just to get someone’s attention, that feels inauthentic and I wouldn’t want it under my name either 😮💨
Fuzzy is designed to help with the research and the blank page, not invent opinions for you. We have Memories which uses your actual viewpoints, experience, and company context to draft something relevant.
You can then read, edit, approve, or skip every comment before it goes out. Autopilot is optional.
And if you don’t genuinely have something useful to add, skipping the comment is the right answer. For me, the person still has to mean what gets posted :)
TestMu AI
When someone subscribes, they get all three sides of the product by default or there is an option to select what we want?
Fuzzy AI
@syed_shayanur_rahman all three by default! We wanted our users to be able to use everything.
No gatekeeping :)
Wisp CMS
Congrats on the launch! Curious how you're warming up contact without appearing insincere (I'm guessing there's the AI aspects on the automation)?
Fuzzy AI
@raymond_yeh Good question :) We have a feature called Memories, which gives Fuzzy shared context about you. We learn about the way you speak and who you are. It works similarly to memory in GPT or Claude, so it learns how you write, what you care about, and the context behind your work.
The other thing is that nothing gets sent without you reviewing and approving it first. So it’s not an AI bot running on autopilot. You’re still in control, and everything that goes out sounds like you and is something you actually care about :)
This is cool. Which data sources do you source from?
Fuzzy AI
@hypetris Good question, Tristan! We connect to Linkedin, Exa, Firmable, Contact Out and adding more very soon! For social and engagement context - we mainly use Linkedin.
We also bring in contact data such as work emails and phone numbers, then combine that with your Memories, including your experience, company context, and campaign goals.
You can then use that context across both LinkedIn and email. If you mean the specific enrichment providers behind the data, happy to go into more detail :)
Interesting concept! Does Fuzzy adapt its messaging based on how prospects engage over time?
Fuzzy AI
@dhatri_rai1 Yes, exactly! You can choose which engagement signals matter for each campaign, and Fuzzy carries that context into the next step.
The messaging combines what the prospect has engaged with over time, your campaign goal, and your Memories. So someone who commented on your content shouldn’t receive the same follow-up as someone who hasn’t interacted at all. You can also review and approve each message before it goes out :)
The concept makes a lot of sense, but I'd be careful not to automate engagement so much that it starts feeling inauthentic. Genuine interactions are probably what make the warming phase effective.
Fuzzy AI
@debra_salt Yes, 100%! Genuine engagement is what makes the warming work, which is why you still decide how you want to engage.
The other hard part is finding the right people in the first place.
LinkedIn can be SO noisy, so Fuzzy gives you a personalised feed built around your ICP and brings the right people and content into one place. It keeps things focused, while the engagement still feels personal and sounds like you :)