Example output · Recruiter AI
What the Rejection Decoder actually produces
The tool compares a job posting, resume, and rejection email to explain the likely real reason for a rejection, score keyword alignment, estimate whether the posting was ever a genuine live role, and suggest concrete resume fixes.
- Job Description:
- Senior Technical Recruiter needed to lead full-cycle hiring for engineering roles at a Series C SaaS company. Requires 5+ years in-house tech recruiting, experience with ATS (Greenhouse), sourcing via LinkedIn Recruiter, and strong stakeholder management with hiring managers. Bonus: experience scaling teams 50-150 employees.
- Resume Text:
- Technical Recruiter with 4 years agency experience placing software engineers and data scientists for startups. Proficient in Boolean sourcing, LinkedIn Recruiter, and candidate pipeline management. Managed 15+ reqs simultaneously. No direct in-house ATS admin experience listed.
- Rejection Email:
- Thank you for taking the time to interview with us. After careful consideration, we've decided to move forward with other candidates whose experience more closely aligns with our current needs. We wish you the best in your search.
- Application Stage:
- Final round interview (onsite with hiring manager panel)
- Days To Response:
- 9
You made it to final round on strong sourcing skills, but likely lost to a candidate with actual in-house/Greenhouse and scaling experience you don't have.
5/8 JD keywords matched — decent, but the gaps are the ones that matter most at final-round stage:
- **"5+ years in-house tech recruiting"** — resume shows 4 years, and it's agency, not in-house (different stakeholder dynamics, different eval criteria)
- **"Greenhouse"** (named ATS) — resume explicitly states no direct ATS admin experience
- **"Series C SaaS company"** — no SaaS or Series C-stage company experience mentioned
- **"stakeholder management with hiring managers"** — resume emphasizes agency placement (client-side), not embedded HM partnership day-to-day
- **"scaling teams 50-150 employees"** (bonus) — not addressed at all
Matched: LinkedIn Recruiter, Boolean sourcing, pipeline management, high-volume req load (15+), software engineer/data scientist specialization.
**Low** — this was a real, active req.
- Candidate reached final-round onsite panel — companies don't run multi-stage panel loops for ghost/phantom postings
- Rejection came 9 days after final round, a normal timeframe for panel debrief and decision-making (not instant, not multi-week silence)
- Rejection email is generic but personalized enough ("interview with us," references panel process) — consistent with real post-interview competitive loss, not templated mass rejection
- No red flags like "always hiring," reposted listing, or missing comp info mentioned in the JD excerpt
- **Summary/Header section**: Rewrite the opening line to lead with what you actually have — "Technical Recruiter with 4 years agency experience, specializing in engineering/data science hiring for startups, with hands-on LinkedIn Recruiter sourcing and 15+ concurrent req management." Do not claim in-house experience you don't have — but do quantify agency wins (e.g., average time-to-fill, offer-accept rate) since those numbers translate directly to in-house value and were likely underemphasized.
- **Skills/Tools section**: Be explicit and honest about ATS gap — state "Sourcing tools: LinkedIn Recruiter (proficient)" separately from a clearly labeled "Currently building: Greenhouse ATS familiarity via [specific self-paced course or trial account]" if you've started this. Do not list Greenhouse as a skill you have — this is very likely why the panel picked someone else, and misrepresenting it will surface in a follow-up in-house role anyway.
- **Experience bullets**: Add a bullet addressing stakeholder management concretely — even in agency work you managed hiring manager relationships (client calls, feedback loops, role scoping). Reframe 1-2 existing bullets to show HM-facing communication and influence, since the JD explicitly flags this as a requirement and your resume currently reads as candidate/pipeline-focused rather than HM-partnership-focused.
- **Send a brief, professional follow-up within 24-48 hours** thanking the panel and asking for feedback — final-round rejections often yield useful specifics if you ask directly and gracefully.
- **Do not reapply to this same req** — you already got a full evaluation at the most expensive stage (onsite panel); a second application won't overcome the in-house/Greenhouse gap without real progress on it first.
- **Move on and apply to agency-friendly or hybrid in-house/agency recruiting roles** in parallel — your profile is stronger for roles that don't hard-require in-house tenure.
- **If genuinely interested in going in-house**, spend the next 2-3 weeks getting real (even limited) exposure to Greenhouse — many free trials or contract/temp recruiting gigs use it — before your next in-house application round.
**Template to send:** "Hi [Interviewer], thank you again for the opportunity to meet the team last week. I really enjoyed learning about the role and the challenges ahead. I understand you've moved forward with other candidates — if you have a few minutes, I'd appreciate any feedback on where my background fell short, as I'm actively working to strengthen those areas. Either way, I'd welcome staying in touch for future openings. Thanks again for your time."
Swap in the actual JD, resume text, and rejection email from your own candidate or search, and update the application stage and days-to-response to match your real timeline.
Human review: This is a pattern-based inference, not confirmation from the employer — treat the verdict and ghost-job estimate as a hypothesis to validate with direct feedback, not a substitute for actually asking the hiring team.