AI AgentSaaS

AI-Powered Sales List Creation & Outreach Automation Tool

A SaaS product combining NLP and proprietary scoring algorithms for comprehensive list search and automated outreach, designed for SMBs struggling with high-volume outreach.

Challenge

Limited sales resources in a small organization made continuous new business development difficult. Creating thousands of lists monthly, researching companies, and sending outreach required enormous effort.

Solution

Used NLP and proprietary scoring algorithms to cross-search public company data on the web, automatically extracting companies matching target requirements. Automated collection of contact details, inquiry forms, and social accounts, enabling thousands of template-based emails sent monthly.

Result

Automated 10,000+ list entries and 500 sends/day

Team

2 members, 3 months

PM & full engineering

Role

Responsible for everything from requirements to design, implementation, and operations.

Partnered with one business-side member, leading PM and engineering from the validation stage.

Tech Stack

FrontendTypeScript / Next.js
API ServerTypeScript / Node.js
AlgorithmPython / FastAPI
DatabaseSupabase / PostgreSQL
InfrastructureVercel / GoogleCloud(Cloud Run, Build, Tasks, Load Balancer)

System Architecture

01

Requirements input → List search

02

Matching score processing

03

Contact information search for top-scoring companies

04

Multi-channel automated sending