HuntLoop
A turnkey personal job-hunting copilot that scrapes multiple boards, ranks roles against your stack and seniority, drafts tailored cover letters, and delivers a morning digest so you spend less time browsing and more time interviewing.
mid-to-senior tech professionals actively job-hunting in a specific metro or remote
- Multi-board scraper (LinkedIn, Indeed, Greenhouse, Lever, remote boards) with deduplication and adaptive rate limiting
- LLM-powered fit scoring against your CV and target stack, flagging roles that are really MSP helpdesk or under-staffed solo-ops positions in disguise
- Tailored cover letter and CV-tweak generator per top match, plus visa-sponsorship likelihood for international candidates
- Morning digest delivered to Telegram/Slack/email with one-tap apply, dismiss, and follow-up reminders so stale postings don't beat you to the punch
The source author applied to 73 roles in 4 weeks, was ghosted by 61 and rejected by 8, and built a custom pipeline just to surface roles like Adyen/Booking/ASML before 200 applicants landed by Thursday, demonstrating that existing job-board alerts are too noisy and too slow for serious tech job hunters.
Strong paying demand: LoopCV alone claims 50,000+ users; 7+ established AI job search tools compete with real subscriber bases (Jobhire.AI, Teal, Sonara, AIApply, JobCopilot, Careerflow) at $5.95–$99/mo, and GitHub shows dozens of open-source scraping/cover-letter projects.7 Best AI Job Search Tools For 2026: Honest Hands-On Review ↗job-search-automation · GitHub Topics · GitHub ↗
Very crowded: LoopCV (50k+ users, €9.99/mo auto-apply), Jobhire.AI ($49/mo full end-to-end with cover letters and tailored resumes), Sonara, AIApply, JobCopilot, Teal, Careerflow all cover scraping+matching+cover-letter+application tracking — HuntLoop's feature set overlaps almost completely with at least three incumbents.7 Best AI Job Search Tools For 2026: Honest Hands-On Review ↗10 Best Tools for Job Application Automation - CovrLtr ↗
Clear willingness to pay across $5.95–$99/mo tiers with active subscriptions, but the category is pricing-pressured — Teal and LoopCV offer free tiers, incumbents run frequent promos, and users stack 3+ tools at ~$139/mo, leaving HuntLoop fighting for share of a finite job-hunt wallet.Job Search Tools Cost 2026: One System vs Four | JobMentis ↗AI Auto-Apply, Free Forever | Upgrade from €9.99/mo - LoopCV ↗
Job hunting is structurally permanent, but headwinds are real: LinkedIn's 2026 anti-automation crackdown penalizes non-human apply speeds, and ATS vendors (Workday, Greenhouse, Lever) keep raising scraping defenses, shrinking the technical surface area over time.7 Best AI Job Search Tools For 2026: Honest Hands-On Review ↗
Trivially buildable as a solo project: the source Dev.to author shipped it in 4 weeks, n8n publishes a turnkey Indeed-scraper + GPT-4o cover-letter workflow, and multiple GitHub repos clone the stack — no ML training or novel infra required.Automated cover letter generator with Indeed job scraping and GPT-4o ↗GitHub - Utkarshrao159/job-bot ↗