Match Amplified: the roadmap
- Jesús Rojo Martínez
- 11 May, 2026
The roadmap: where Match Amplified is heading
https://www.matchamplified.com
Last post was about what Match Amplified already does. This one is about where it’s going.
A roadmap for a solo side project is quite similar to a corporate one, thinking about what brings the most value to the customers and to the project. Added benefit: no stakeholder alignment meetings and presentations on quarterly OKRs.
Payments and subscription plans: the main next focus
A tiered plan structure is coming, including a free tier to explore the platform, and paid plans for higher matching volume and priority document generation. This is also where I start validating whether what I’ve built is genuinely useful enough that people would pay for it.
Multi-source job discovery
Right now, the job search engine works with a single curated source. It works, but it’s limited. The next big step is connecting to multiple job sources (aggregator APIs, job boards, broader web research) so the system can surface a much wider range of live opportunities, automatically and daily. This is where the system adds extra value for someone in the middle of an active job search, beyond the core job of adapting CV and Cover Leter.
Deeper personalisation
The Adapter agent already learns from your feedback on generated documents: approvals, rejections, and high-level preferences. The next step is closing the loop on granular in-text edits: when you change specific sentences or rewrite sections, those edits feed back into the system directly. Each successive application should feel more authentically yours. And eventually, learn from outcomes too: did that CV lead to a first interview?
On-premises, privacy-first LLM
Today the platform uses cloud-hosted language models. With a privacy-first focus, a self-hosted LLM option would mean your data never leaves the infrastructure. Full AI capability with full data sovereignty.
End-to-end career intelligence: the ambitious one
The longer-term vision is a platform that not only helps you apply, but also tracks outcomes across the full job search pipeline (interviews scheduled, offers received, roles accepted), correlates them with what you applied with and continuously optimises your entire job search strategy. Match Amplified as a career intelligence layer.
And eventually, a career companion that stays with you beyond the job search itself: a tracker for achievements and milestones, supporting performance evaluations, informing promotion conversations, helping you decide where to steer your career next. Something you keep around that grows with your career, not something you forget the day you sign the offer.
That’s the direction. Some of these are weeks away, some are months. All of them are aligned with the same mission: reduce the friction of career decisions and amplify what’s already good about you.
For the next post, a lighter one: on how I chose the name.
Article series on Match Amplified
| # | Topic | JRM Lab | |
|---|---|---|---|
| 1 | The Buildathon and what came after | Buildathon intro on LinkedIn | From the Buildathon to Match Amplified |
| 2 | The agentic AI architecture | Agentic architecture on LinkedIn | Match Amplified: the agentic architecture under the hood |
| 3 | Lovable → Claude Code transition | Lovable to Claude Code on LinkedIn | From Lovable to Claude Code |
| 4 | VPS and infrastructure setup | Infrastructure setup on LinkedIn | Match Amplified: VPS and infrastructure |
| 5 | What’s already built in Match Amplified | What’s built on LinkedIn | Match Amplified: what’s already built |
| 6 | The roadmap | Roadmap on LinkedIn | this article |
| 7 | The naming process | Naming process on LinkedIn | Match Amplified: choosing the name |
| 8 | Where this all goes from here | What’s next on LinkedIn | Match Amplified: what’s next |
| Try it live: | matchamplified.com |
| Product Compass AI Gallery: | Match Amplified entry |
| Full case study: | Match Amplified product case study |
