🚀 Inspiration As agency owners and sales operators, we constantly faced one painful reality: most businesses lose money because they don’t follow up fast enough. Leads come in, but between busy schedules and lack of automation, they often go cold — and that’s lost revenue.
We thought, "What if an AI could automatically follow up, overcome objections, and book appointments just like a real SDR — but never sleep?" That idea became AutoCloser AI.
🛠️ How We Built It We built AutoCloser AI in under 36 hours using a fast stack optimized for agent workflows and real-time results:
Bolt.New – To build and orchestrate our entire AI frontend and logic fast
OpenAI GPT-4o – For generating personalized follow-ups and objection-handling replies
LangGraph – To maintain memory and simulate an SDR agent across multiple conversations
Twilio API – For SMS-based lead contact and responses
SendGrid API – To handle outbound and follow-up email
Airtable – For storing leads and logging interactions
Node.js + TypeScript – To glue it all together behind the scenes
Tailwind CSS + Vercel – For clean, fast UI deployment
📚 What We Learned Personalization beats templates: Dynamic prompts and context-aware replies work way better than static sequences.
Speed matters: Even a 10-second delay in follow-up can cost you a conversion.
Memory is critical: Stateful agents make the AI feel real — not robotic.
Don’t overbuild: The most valuable feature is the one that books calls — everything else is noise.
⚠️ Challenges We Faced State management: Building a memory chain across multi-step conversations was tough until we dialed in LangGraph flows.
Deliverability: Avoiding spam filters in real email and SMS workflows meant testing multiple senders, headers, and throttles.
Tone control: Making the AI feel “natural but firm” in sales convos took dozens of prompt tweaks and live feedback loops.
🏁 Final Result AutoCloser AI is a fully autonomous SDR that:
Uploads leads
Sends follow-ups instantly
Handles objections using AI
Books real appointments All while you sleep.
We even tested it on live leads from our own agency — and it booked meetings within hours.
🌍 What’s Next We’re already working on integrations with Calendly, HubSpot, and Instagram DMs. Our goal is simple:
Replace the traditional sales rep with a smarter, cheaper, 24/7 AI agent.

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