AI Prospecting System
Build an evidence-first prospecting system at the level of automation you actually need.
The right tier is the lowest one that matches your current process, technical ability, and desired automation level. More infrastructure is not automatically a better answer.
Tools are not the operating system.
Useful prospecting connects discovery to verified current evidence, qualification, contact discovery, relevant outreach, follow-up, durable state, and measurement.
- 01Discovery
- 02Verification
- 03Website evidence
- 04Qualification
- 05Contact discovery
- 06Outreach
- 07Follow-up
- 08State
- 09Measurement
Compare the four implementation levels.
| Tier | Automation | Technical level | State and supervision | Choose this tier if… |
|---|---|---|---|---|
| Tier 1: AI Prospecting Starter | Low — AI-assisted, human controlled | Beginner ChatGPT, Google Workspace, Google Sheets, Optional Hunter, Optional Apollo | Google Sheets campaign tracker Human review and execution throughout | Freelance web developers who want human-controlled prospecting |
| Tier 2: ChatGPT Client Acquisition System | Moderate — scheduled and semi-autonomous | Beginner to intermediate ChatGPT, Google Drive, Google Sheets, Gmail, Recurring tasks | Google Sheets as durable state Scheduled execution with regular human review | Freelancers ready for scheduled no-API operation |
| Tier 3: Automated Lead Engine | High — unattended after testing | Intermediate n8n, Firecrawl, OpenAI API, Google Sheets, Hunter or Apollo | Google Sheets is primary state; workflow is the unit of execution Unattended processing with monitoring and exception review | Operators with a proven campaign and intermediate automation skills |
| Tier 4: Production Lead Engine | Production-grade | Advanced Node.js, TypeScript, Neon PostgreSQL, PostgreSQL job queue, Railway, Firecrawl, OpenAI API | PostgreSQL is system of record; queue job is the unit of execution Production monitoring, maintenance, and exception operations | Advanced developers and agencies with production requirements |
Choose the smallest sufficient system.
TIER 2
ChatGPT Client Acquisition System
Make prospecting a recurring system instead of a recurring chore.
Explore Tier 2TIER 3
Automated Lead Engine
Connect the pipeline and let the system do the repetitive work.
Explore Tier 3TIER 4
Production Lead Engine
When a workflow is no longer enough, build the system as software.
Explore Tier 4