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5 contributions to AI Automation Society
Which mood do you have today?
One face. Four moods. Same pixels, different emotions. AI doesn’t just draw faces — it tells stories
Which mood do you have today?
0 likes • 10h
@Rafan Natasya Exactly. Expression is basically narrative compression — same features, four completely different stories. The face stays constant, the meaning doesn’t. That contrast is the whole magic here
0 likes • 10h
@Muskan Ahlawat Trust me Especially if your from UK🄓
The Part of AI Agencies Nobody Talks About
Most AI agencies don’t struggle because of tech. They struggle because they start with tools instead of pain. Businesses don’t wake up wanting ā€œAI automation.ā€ They wake up frustrated about missed leads, slow replies, manual work and expensive staff doing repeatable tasks. That’s why the AI use cases that sell best are boring on the surface. AI live chat that replies instantly. AI receptionists that never miss a call. AI agents that qualify leads and book appointments. Nothing fancy. Just removing friction. The interesting part is that the tech is rarely the hard part. The real work is understanding where money is leaking and plugging that hole quietly in the background. Have you ever tried building an AI agent around a real business pain instead of a cool idea?
The Part of AI Agencies Nobody Talks About
1 like • 7d
@Hicham Char Exactly. That’s usually the best signal you’ve built the right thing. When the client stops talking about ā€œAIā€ and only talks about the time saved, fewer interruptions, or smoother workflows, the solution has done its job. That’s where real value shows up
0 likes • 7d
@Imam Nuriman 100%. The boring stuff is where the money is. Once you anchor the automation to a real pain point, everything else becomes secondary. Clients don’t remember the workflow details — they remember that a problem quietly stopped existing
Deliver clients project
I'm curious to know how to deliver clients project? When we're running that agent in our computer in n8n how client will going to use this? How you're handling this? I'm didn't delivered any project yet.
6 likes • 9d
@Mathieu Modesto Exactly this šŸ‘† That mental shift is the key one — you’re not delivering workflows, you’re delivering outcomes. For most small and mid-size clients, giving them n8n access would actually create friction, not value. They just want the result to show up where they already work (Sheets, CRM, inbox, Slack, etc.). Keeping the technical layer handled by you is usually the fastest way to ship, get paid, and avoid support headaches — especially for simple, high-ROI tools. Once you frame it as ā€œa system that runs in the backgroundā€, delivery becomes much clearer
1 like • 7d
@Rahad Haque No. Clients never share their Google password Google Sheets is connected via OAuth. The client signs in with Google once and approves access, and n8n receives a secure token. It’s the same flow Zapier and Make use You only get the permissions they approve, and they can revoke access anytime
2.How to do outreach for lead's
2.Warm DM (Soft Value Drop) Use this when: Someone liked, commented, replied to your story, or engaged with your content. Copy-paste DM: Hey {{Name}}, appreciate you engaging with my post on {{topic}}. One thing I’ve noticed working with {{niche}} is that {{specific insight related to the post — 1 line only}}. Curious — how are you handling {{relevant problem}} right now? ✨Looking forward for your reply of this questions:- How's it ? Any suggestions to improve? How you're doing this?
2 likes • 8d
This is a solid warm DM framework — you’re doing the most important thing right already: anchoring to prior engagement. That alone puts you ahead of 90% of outreach. A couple of small tweaks I’ve found improve reply rates: – Make the insight ultra-specific to their role or post, even if it’s just one sharp observation – End with a lighter, lower-friction question (something they can answer in one sentence) Personally, I run this semi-manually at first to learn what angles trigger replies, then systemise it once patterns emerge. Warm DMs work best when they still feel human — automation comes after signal, not before Overall: good structure, just needs a bit more precision and intent anchoring
ā›ļø Mining Reviews for Leads (Antigravity)
I’ve been using agents + Anti-Gravity a lot more than n8n of late — not a 1:1 replacement… but it’s getting there. I was recording a quick walkthrough video on that, and figured I’d share what I’m actually using because it’s stupid practical: I don’t love cold outreach by volume. I’d rather anchor messages to intent. So I built a little pipeline that mines Google Reviews for signals like:ā€œthey ghosted meā€ / ā€œno one called backā€ / ā€œthey were lateā€ If someone’s telling the internet that… that’s a signal. Might as well use it! Workflow (Anti-Gravity + Claude Opus 4.5): - pick niche + location (demo: moving companies in Texas) - scrape Google Reviews - filter for fixable pain points (ghosted / no response / late / etc.) - enrich contacts → output CSV - Opus writes personalized outreach anchored to the exact review This is 100% possible in N8N, but I was able to wire that all up with natural language in like an afternoon... WAY less fiddling! What other ā€œintent signalsā€ would you mine like this? šŸ‘‡
ā›ļø Mining Reviews for Leads (Antigravity)
1 like • 8d
Mining complaints as signals is way more powerful than spraying generic cold messages — you’re effectively letting prospects tell you when and why to reach out. Also agree on the tooling point. n8n can absolutely do this, but when you’re exploring or iterating fast, natural-language pipelines reduce friction massively. Speed to insight > perfect architecture. Other intent signals I’ve seen work well: – Job posts that imply a bottleneck (ā€œhiring adminā€, ā€œneed marketing helpā€) – Recent negative app or SaaS reviews in niche tools – Website changes that indicate growth or churn (pricing, hiring pages) Curious how you’re thinking about scaling this once the signal proves out
1-5 of 5
@vitalii-hryhorenko-4120
Big AI Enthusiast who helps creators master AI product visuals. Simple systems, repeatable results, no studio needed

Active 10h ago
Joined Nov 17, 2025
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