TraceScout
Find real jobs that match your resume — and know why
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TraceScout helps job seekers find real roles that match their resume instead of searching blindly. It compares your experience with opportunities, gives you a transparent 0–100 match score, explains your strengths and gaps, and helps you build a more targeted application. For recruiters and employers, TraceScout also provides tools to evaluate candidate-job alignment and manage candidates through the hiring process.
PH · launched Sep 29, 2026 · 1 upvote (top 69%) · 0 views
Niche: online job boards · 248 launches, 28 in the last 7 days ▼ -3% · Explore this niche →
Category and tags
- HR & recruiting
- Agent / copilot
- B2C
- AI-native
- Commercial product
- Hiring
- Career
Visit website ↗ Source listing ↗
More like this: all 248 launches in online job boards →
Could you build this?
Yes Job matching with resume text extraction, similarity embeddings, and LLM-generated match explanations is a standard pattern readily implementable using Supabase pgvector and an LLM API.
Competitors
Other products that read as similar to this one : 672 launches clear the similarity bar, closest 8 shown.
Attention rank: #571 of 673 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 296 days after the earliest competitor.
- Rolesetu · ph · 2026-10-27 · 2 upvotes · similarity 0.57
- JobHunterX · ph · 2026-11-02 · 1 upvotes · similarity 0.55
- Callbacks · ph · 2026-11-12 · 1 upvotes · similarity 0.55
- StillHiring · ph · 2026-09-29 · 1 upvotes · similarity 0.55
- FitToJob · ph · 2026-09-26 · 1 upvotes · similarity 0.54
- JobJudge · ph · 2026-10-03 · 2 upvotes · similarity 0.54
- Showcify · ph · 2026-11-10 · 1 upvotes · similarity 0.53
- Resume Fitting · ph · 2026-10-28 · 1 upvotes · similarity 0.53
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.