SaaS & Tech Medium 2,400/mo

AI Resume Screener for HR Teams

Automate candidate shortlisting with AI that analyzes resumes against job requirements, ranks applicants, and eliminates unconscious bias in initial screening.

AIHRRecruitment
MRR Potential
$10K–$50K
Time to MVP
8–10 weeks
Search Volume
2,400/mo
Market Size
$3.2B

The Problem

HR teams spend 23 hours per hire manually reviewing resumes. 75% of resumes received are unqualified, wasting recruiter time and delaying hiring by weeks.

The Solution

AI-powered resume parsing and ranking engine that automatically scores candidates against job requirements, flags top talent, and provides bias-free shortlists in minutes instead of days.

Target Audience

HR departments at companies with 50–500 employees processing 100+ applications per role

Key Features

1
AI resume parsing with NLP entity extraction
2
Job-requirement matching with configurable scoring weights
3
Bias detection and blind screening mode
4
ATS integration (Greenhouse, Lever, Workday)
5
Candidate ranking dashboard with explainable AI scores
6
Bulk processing — screen 1,000 resumes in under 5 minutes

Market Opportunity

Market Size
$3.2B — AI recruitment market projected to reach $3.2B by 2028 (CAGR 6.5%)
Monthly Searches
2,400/mo
MRR Potential
$10K–$50K
Why Now?

Post-2024 hiring surge means companies receive 2x more applications per role. ChatGPT-quality AI is now affordable to embed. Remote work expanded talent pools, making manual screening impossible at scale.

Revenue Model

Per-seat SaaS pricing: $49/mo per recruiter (Starter), $99/mo (Pro with integrations), $199/mo (Enterprise with custom models). Average deal size: 5–10 seats.

Competitive Landscape

HireVue

Enterprise AI hiring platform with video interviews and assessments. Heavy on enterprise, expensive ($25K+/yr)

Pymetrics

Neuroscience-based AI matching. Acquired by Harver. Focused on large enterprises

Manatal

AI-powered ATS for SMBs. Good but tries to be full ATS, not specialized in screening

Ideal (Ceridian)

AI screening tool acquired by Ceridian. No longer available standalone

Recommended Tech Stack

Next.jsPython (spaCy/Transformers)PostgreSQLOpenAI APIRedisAWS S3

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