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29 contributions to AI Automation Society
You don't have a lead generation problem. You have a "Pipeline Decay" problem.
​I see founders spending thousands optimizing their top-of-funnel ads, only to let the leads rot in their CRM. ​The hard truth of modern acquisition: Lead intent decays exponentially within the first 5 minutes. If your response is delayed, generic, or forgotten, you aren't just losing a lead—you are actively burning ad spend. ​Standard auto-responders ("Thanks, someone will reach out soon!") don't work anymore. Prospects expect instant, contextual conversations. ​Here is the AI-driven follow-up architecture I use to completely plug the leaks: ​⚡ 1. Zero-Latency Engagement: > When a webhook catches a new lead, a Conversational AI agent reaches out instantly via SMS/WhatsApp. It doesn't send a static greeting; it asks a qualifying question directly related to the ad or form they just clicked. ​🧠 2. Behavioral State-Tracking: > Follow-up shouldn't be a dumb 5-day email sequence. Using n8n, the system tracks user behavior. Did they open the proposal? Did they watch the VSL? The AI dynamically adjusts its tone, channel, and timing based entirely on the prospect's real-time actions. ​🔁 3. The "Infinite" Reactivation Loop: > 80% of sales happen after the 5th touchpoint, but humans give up after 2. If a lead goes cold, the workflow automatically drops them into a 6-month, low-friction nurture pipeline. It wakes up dormant revenue without a single human lifting a finger. ​Stop pouring traffic into a leaky bucket. Fix your follow-up architecture first. What does your current "speed-to-lead" look like?Are you relying on manual outreach, static drip campaigns, or have you integrated conversational AI yet?
0 likes • 12h
@Muhammad Fahad Shahriar That framing stuck with me too when I was building it, the commission on a single real estate deal makes even a $500/month automation tool look like a rounding error. Currently running day 3 and day 7 entirely through email. SMS would make the sequence significantly more aggressive — which for hot leads could work, but for warm leads it risks feeling invasive before trust is established. My thinking was email keeps the tone consultative rather than transactional. That said, a hybrid approach could work — email for day 3, SMS nudge on day 7 only if the email went unopened. Would need an open-rate trigger to make it clean though. Something I'm considering for the next version. What's your experience been — do SMS touchpoints tend to convert better at a specific point in the sequence?
0 likes • 1m
@Muhammad Fahad Shahriar The link click trigger is a much smarter signal — I hadn't considered Mail Privacy Protection inflating open rates, that would completely break the logic. Firing SMS only when someone clicks a property link but doesn't reply is the right balance — high intent confirmed, channel switch justified. That's going straight into the next version of the workflow. Appreciate the heads up on that one.
Built an Influencer Campaign Intake & Scoring System 🎯
Most influencer managers are doing this manually — reading every pitch, checking follower counts, writing back one by one. I automated the entire process. Here's the architecture: Webhook receives the creator's submission → Edit Fields maps the data → JavaScript scoring engine evaluates across 5 variables → Switch routes to the correct tier → Slack notifies the team → AI Agent writes a personalized email → Gmail sends it. The scoring logic: 🥇 Platinum — 80+ points → warm campaign proposal sent instantly 🥈 Gold — 60-79 → qualification email with 2 audience questions 🥉 Silver — 40-59 → polite holding response ❌ Rejected — below 40 → clean decline, zero human involvement The technical decision I'm most proud of: A creator with 900K followers but 0.4% engagement scores lower than someone with 80K and 4.5%. Ghost followers don't convert. The scoring logic reflects real business value, not vanity metrics. One thing I learned building this: Shared Gemini + Structured Output Parser sub-nodes can serve multiple AI Agents simultaneously in n8n. One parser, four agents. Cleaner canvas, same output quality. Happy to share the JSON if anyone wants to dig into the scoring logic. Just comment JSON. I will send it to your DM's
Built an Influencer Campaign Intake & Scoring System 🎯
0 likes • 5m
@Yogita Riyo Thank you for the compliment.
0 likes • 4m
@Yogita Riyo
Stop pitching on discovery calls. Start diagnosing.
The fastest way to lose a deal in the AI & Automation space is to start explaining your solutions in the first 5 minutes. ​Your first meeting with a founder isn't a sales pitch. It’s an Operational Audit. ​If you are speaking more than 30% of the time, you are losing control of the call. Your only job is to extract their "invisible workflows" and map out the friction. ​Here is the 4-question framework I use to uncover the real bottlenecks: ​📥 1. The Inbound Flow: "Where is your primary lead volume actually coming from, and how is it captured?" 🔄 2. The Handoff: "Once a lead shows intent, what is the exact step-by-step manual process your team goes through?" ⏳ 3. The Friction Point: "What is the most repetitive, annoying task that is slowing down your operational speed right now?" 💥 4. The Breakpoint: "If your lead volume doubled tomorrow, which part of your current system would break first?" ​Prescription without diagnosis is malpractice. You have to understand the architecture of their problem before you try to automate it. ​Question for the operators here: What is your favorite "go-to" question to uncover a client's hidden operational leaks during a discovery call? Let’s share some frameworks below
3 likes • 6d
Great framework. The breakpoint question is underrated — most clients don't realize where their system breaks until you ask them to imagine double the volume. I'd add one more question that's been useful when mapping automation opportunities: "What happens to a lead when your team is offline or overwhelmed?" That question usually reveals the biggest gap. Most businesses have zero fallback — leads just wait or disappear. That's where automation does its best work. Not replacing the human, but making sure nothing falls through the cracks when the human isn't available. The real estate lead system I built was born from exactly that gap. Agents were losing leads overnight simply because nobody was there to respond.
0 likes • 12h
@Muhammad Fahad Shahriar Great question — currently the after-hours fallback runs through email only. The immediate confirmation goes out the moment the form is submitted, so the lead gets a response within seconds regardless of the time. No human needed in the loop for that first touchpoint. AI Voice and WhatsApp are on my radar for the next version. Voice makes sense for high-intent leads — someone who fills out a form at 11 PM and gets a call within 60 seconds is going to be genuinely surprised. WhatsApp works better for markets where it's the primary communication channel. The reason I haven't added it yet is integration complexity — most Voice AI tools need Twilio or Vapi, and WhatsApp Business API has approval friction. Want to get the core sequence bulletproof first before layering on channels. Are you running Voice in any of your current builds? Curious how the response rates compare to email at that first touchpoint.
🚀New Video: Claude Code + Blotato = Content Machine
In this video, you'll learn how to combine Claude Code and Blotato to automatically repurpose a single YouTube video into finished LinkedIn, Instagram, and X posts with custom visuals, all in a matter of minutes. Starting from a brand new setup, the full walkthrough covers installing Claude Code in VS Code, connecting to Blotato, and building a reusable skill that handles transcript extraction, platform-specific copy, and graphic creation. Every time you run it and give it feedback, it gets better, making this one of the highest-leverage content systems you can build right now.
11 likes • 14h
I see future myself in you @Nate Herk
Beginners to client's way strategy
I build a roadmap for beginners to client's way strategy. The roadmap is in the pdf give below 👇🏻. 🙌🏻let's discuss:-> 1. at what range you're now in Automation in the scale of 1 to 100 ? 2. which tool you're building agent's now? 3. which part of this work is more hard for you ? 4. From how much time you're in Automation?
Beginners to client's way strategy
1 like • 3d
@Muskan Ahlawat Yeah, I'm only focusing on those things by now.
0 likes • 15h
@Muskan Ahlawat Thanks
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Shihab Sakif
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5points to level up
@shihab-sakif-2122
Building my future in AI automation. Learning to create smart systems that save time and help businesses grow. Future agency owner.

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Joined Feb 19, 2026
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