Customer Pain Point to Product
ROLE SIGNAL
A job search platform that turns a generic job board into a personal job qualification engine.
- Role
- Founder and Product Builder
- Timeframe
- Business idea
- Type
- Own Venture
The problem
Job seekers waste hours scanning job boards for roles that do not fit their experience, salary needs or career pathway.
2
Stage product roadmap
1
Personal qualification engine
What I did
Identified a real candidate pain point and shaped it into a two-stage product: qualification first, then automation. Started in Claude Code and built with Lovable.
- Identified the customer pain point and framed the business idea around it.
- Stage 1, qualification: matches live roles against experience, salary expectations and career pathways.
- Stage 2, automation: turns the qualified shortlist into automated, ongoing job search.
- Used Claude Code for the foundation, then built and refined the full product in Lovable.
Showcase
Foundation
Claude Code
Product
Job qualification engine
Built with
Lovable
Matching pipeline
Stage 1, Qualification
Match live vacancies to experience, salary expectations, role titles and career pathways.
Stage 2, Automation
Automate the search so qualified roles reach the candidate as a prioritised shortlist.
Talk about this work
Happy to walk through the decisions behind ROLE SIGNAL, the trade-offs, and what I would do next.
Email MichaelNext project
TETRA PRISM