MatchKo is an AI-powered job application assistant. Paste a job URL and get a tailored, ATS-optimized resume, a non-generic cover letter, and a draft application email in under 30 seconds.

How is MatchKo different from Teal, Simplify, EarnBetter, or AiApply?

MatchKo writes cover letters that actually sound human. Every letter uses one of seven opening patterns (micro-story, concept, observation, contrarian, problem-with-receipt, parallel, specific question) and one of three macro structures (Hook-Proof-Bridge-Ask, Observation-Connection-Offer, Problem-Receipt-Stakes) chosen per role. A post-generation reader-focus scorer enforces Wes Kao's diagnostic: at least 40% of pronoun tokens must address the reader, not the candidate. No competitor does this.

Does MatchKo pass AI-detection tools like GPTZero?

Yes. Generated documents are post-processed for sentence-length variance, banned-phrase filtering (30+ phrases including 'I am writing to apply', 'proven track record', 'perfect fit'), and structural irregularity. Average GPTZero score is under 20% AI probability.

Which job sites does MatchKo support?

Direct URL scrape works on Greenhouse, Lever, Ashby, Workday, Workable, SmartRecruiters, BambooHR, iCIMS, and most company careers pages. Indeed, LinkedIn, Glassdoor, and ZipRecruiter block automated scrapers — for these MatchKo opens the posting in a new tab and lets you paste the description in one click.

What does MatchKo cost?

Free plan: 5 applications per month, 1 resume slot, PDF export. Pro: $19/month or $190/year — unlimited applications, 3 resume slots, Gmail integration, PDF + DOCX export, priority AI generation. 14-day money-back guarantee on the first Pro subscription.

Is the Harvard-style resume ATS-compliant?

Yes. MatchKo generates Harvard-style resumes in DOCX and PDF formats with US Letter dimensions, 1-inch margins, Arial 10pt body / 14pt name / 11pt headings, right-aligned date tabs, and bullet markers using LevelFormat.BULLET (never unicode bullets that break ATS). Tested against Workday, Greenhouse, Lever, iCIMS, Taleo, and SmartRecruiters parsers.

How long does it take to generate one application?

Average end-to-end generation time is 28 seconds. Job scrape and analysis runs in 5-10 seconds. Tailored resume + cover letter generation runs in 15-20 seconds. Gmail draft creation runs in 2-3 seconds.

MatchKo is built by Emmanuel Umoh, founder of Chimney Studios. It launched in 2026 and is operated from Oshawa, Ontario, Canada.

Changelog

What we've shipped.

An honest, reverse-chronological log of everything we've shipped. No marketing fluff — just what changed.

Last updated: April 19, 2026

Apr 19, 2026Release

Domain launch

Migrated primary domain to matchko.com.
Added Upstash Redis rate limiting across API endpoints.

Apr 18, 2026Release

Landing page rebuild

Rewrote landing page focused on product transparency.
Added AI detector proof band with GPTZero, Originality.ai, and ZeroGPT results.
Added founder note section.

Apr 15, 2026Release

AI agent upgrade

Voice profile training from 41 reference documents per user.
Few-shot retrieval for style matching on tailored documents.
Introduced 20/day AI generation rate limit per user.

Apr 10, 2026Release

Kanban + Calendar views

Dashboard gained three views: Table, Kanban (drag-and-drop), and Calendar.
Global search via Ctrl+K command palette.
Application detail page now has Documents, Emails, Contacts, and AI Insights tabs.

Apr 5, 2026Release

Initial production release

Job URL analysis via Firecrawl.
Resume tailoring engine (Harvard-style, ATS-first).
Cover letter generator with company-specific references.
Gmail integration for drafting application emails.
Stripe-powered subscriptions (Free and Pro tiers).

Something feels off or you want to request a feature? Email hello@matchko.com.