All case studies
EducationCareerly
AI CV Generator
A consumer product that turns a short conversation into an ATS-optimised CV in under 60 seconds.
ROI
12x
Before
$42 per CV · 300/mo
After
$0.11 per CV · 90,000/mo
Challenge
Careerly's manual CV review service could serve 300 users a month and cost $42 per applicant. Growth was capped by human reviewers.
Solution
We built a multi-step LLM pipeline with structured extraction, ATS scoring, and a real-time editor with template rendering to PDF.
Results
- Serves 90,000 CVs / month
- Cost per CV down to $0.11
- NPS increased from 38 to 71
- 4.9★ average user rating
Technology
Next.jsTypeScriptOpenAIPostgreSQLVercel
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