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10 contributions to The AI Advantage
I built a cold outreach system that finds leads and emails them automatically
Here's the setup: → It scrapes Google Maps for businesses in a specific niche and location (example: "dentists in Austin, TX") → Pulls their email, website, phone number, and reviews → Scores them based on criteria I set (low review count = likely needs marketing help) → Generates a personalized email based on their actual business info → Sends the email through a system that handles deliverability and follow-ups The whole thing runs without me touching it after the initial setup. One of my clients used this to land 3 new customers in 2 weeks. Their previous outreach method was... manually Googling businesses and sending the same email to everyone. The difference between "AI for content" and "AI for revenue" is building systems like this. The content is a side effect. The system is the product. Anyone doing manual outreach right now? I'd be happy to explain how the lead scoring works.
1 like • 24d
@Jesse Vaquerano just check out my profile
0 likes • 24d
@Amanda Gobba Anytime Amanda!
Real numbers from the content automation system I built
One of the products I built is a content automation service. Here's what it actually does and the real output: → Takes a single topic or idea → Generates carousel posts with AI-created images (not stock photos, actual AI-generated visuals) → Formats them for Instagram and TikTok → Schedules and posts automatically via API What used to take a business owner 4-5 hours per week of content creation now takes about 15 minutes of approving what the system generates. And the content actually performs. It's not generic AI slop. The system is trained on what works in each niche because I built feedback loops into it. If you're spending hours every week making social media content for your business (or paying someone to do it), there's a better way. Happy to break down the architecture if anyone's interested.
1 like • 25d
@Kate Torborg hey kate, here's the architecture breakdown:
0 likes • 24d
@Kate Torborg Tell me how it works out Kate! If you need help, I'm here!
I built 5 AI products in 30 days without writing a single line of code. Ask me anything.
I'm Stefan. Marketing background (not a tech guy), been working with AI professionally for a few years. Over the last 30 days I built: → A management platform for a fitness studio (trainers, schedules, members, payments) → A management platform for a martial arts gym → A content automation service that posts to Instagram and TikTok on autopilot → A cold outreach system that scrapes leads from Google Maps and sends personalized emails → AI-generated video ads that work All with Claude. No dev team. No funding. No code seen. Just me. I also run a daily content series teaching people how to go from zero to actually using AI. Happy to break down how I built any of these or answer questions about using AI to build real products. Drop a question below and I'll answer every single one.
0 likes • 25d
@Vandana Shrivastava you can just share the github with a new chat in claude and it will get the info needed, and build the rest, as for the self improvement loop, it happens automatically
0 likes • 24d
@Vandana Shrivastava It knows what to do based on it's own knowledge. If it's an important change, it asks me first.
How I built a full management platform for a fitness studio with AI and zero code
Here's exactly what the platform does: → Members sign up and pick their training plan → Trainers see their daily schedule automatically → Payments process on autopilot → Owner gets a dashboard with revenue, attendance, and retention stats The studio was running everything on Facebook and Instagram groups. Now it runs itself. Built the whole thing with Claude in about a week with no developers, just conversations with AI. The owner's exact words were: "I didn't know this was possible without hiring a team." If you run any kind of service business, you probably have a version of this problem: manual processes that eat your time and could be automated. Happy to explain how any part of this works if you're curious.
0 likes • 25d
@AI Advantage Team Hey Luke thanks for the information, I just saw the message but I can't respond back! In that case, should I be doing the help for people directly in the comments? Is that in accordance with the rules? And where can I see the rules so I know what not to do. Apologies for making the mistake!
0 likes • 24d
@Leslie Conway Hey Leslie, can you tell me what are you interested in specifcally?
The #1 reason most AI automations fail (it's not the AI)
People come to me and say "I want to automate my business with AI." Great. Then I ask: "What's your current process?" And they go quiet. Here's the thing: you can't automate a process that doesn't exist. AI doesn't create systems. AI accelerates systems. If your client onboarding is "I kind of email them and then figure it out," AI can't automate that. You first need: → Step 1: What happens when a new client signs up? → Step 2: What info do you need from them? → Step 3: What do you send them? → Step 4: When do you follow up? Once you have the steps, THEN AI can run them for you at 10x speed with zero mistakes. The work isn't building the AI system. The work is being honest about your current mess and documenting it. The AI part is actually the easy part.
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Stefan Savevski
4
82points to level up
@qele-rakis-8976
I build AI platforms, workflows, content systems, & outreach engines for businesses. Built 5 AI products in 30 days Find me at: stefan@runstack.ai

Active 14d ago
Joined Apr 8, 2026
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