Glassbox
See how your CV skills compare with real tech jobs
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Glassbox compares skills from your CV with thousands of real tech job descriptions. Discover which skills are in demand, where your CV matches, and what you might be missing; with transparent results instead of a mysterious hiring score.
PH · launched Nov 10, 2026 · 1 upvote (top 65%) · 0 views
Niche: career assessment and development platforms · 91 launches, 11 in the last 7 days ▲ +38% · Explore this niche →
Category and tags
- HR & recruiting
- Analytics & BI
- B2C
- Not AI
- Commercial product
- Productivity
- Artificial Intelligence
- Career
Visit website ↗ Source listing ↗
More like this: all 91 launches in career assessment and development platforms →
Could you build this?
Partial The UI and CV parsing are vibe-codeable, but meaningful skill-demand comparisons need a large, continuously refreshed corpus of real job postings that a solo builder would have to collect or license.
What it would actually take: The stack is a CV parser (PDF/DOCX extraction plus an LLM or NLP skill-taxonomy extractor), a web app, and a database of job descriptions. The hard part is acquiring and maintaining thousands of current tech job postings, likely via licensed job-board APIs or scraping, and normalizing skills consistently. The transparency angle depends on that data pipeline, not on the front end.
Competitors
Other products that read as similar to this one : 214 launches clear the similarity bar, closest 8 shown.
Attention rank: #97 of 215 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 370 days after the earliest competitor.
- Resume Fitting · ph · 2026-10-28 · 1 upvotes · similarity 0.48
- Job Puffin · ph · 2026-10-26 · 1 upvotes · similarity 0.45
- CV Match AI · ph · 2026-10-20 · 1 upvotes · similarity 0.43
- JevJob · ph · 2026-10-03 · 1 upvotes · similarity 0.43
- entryleveljobs.co · ph · 2026-10-22 · 1 upvotes · similarity 0.42
- skills · github · 2026-09-21 · 31 upvotes · similarity 0.42
- Sifter · hn · 2026-05-26 · 5 upvotes · similarity 0.42
- PisteJob · ph · 2026-11-03 · 3 upvotes · similarity 0.42
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.