DupDraft – de-duplicate job outreach

Makes LLM-generated job emails stop looking obvious

Problem

A hiring post warns candidates not to have Claude bulk-email every 'Who's Hiring' company: the messages all look the same and get marked spam. The poster notes it's painfully obvious that a staff role's mix of distributed execution, workload optimization and cost-aware infrastructure is not 'unusually close' to a resume line. Candidates hurt themselves by templating.

Solution

A job-outreach assistant: paste a JD and resume, and it surfaces the genuinely overlapping experience with quantified evidence, flags inflated or boilerplate phrasing, and prompts for company-specific specifics. It doesn't ghostwrite; it de-templates and fact-checks the fit.

Users

Mid/senior engineers mass-applying, laid-off tech workers, career coaches

MVP

Highlight real overlap between JD and resume; detect common LLM clichés with rewrite suggestions; generate one must-mention company-specific detail per application; export plain-text email

Revenue

Free for 3 checks, then $9/month or $19 one-time; affiliate deals with job boards and resume tools

Why now

LLM spam outreach is now visible enough that recruiters publicly push back; a lightweight de-AI-ification tool fits an indie builder's scope