On-Device Apple Intelligence

Know exactly how well
your resume matches any job

Matchflo uses on-device Foundation Models and contextual embeddings to analyze your resume against any job description. Get an ATS compatibility score, requirement-by-requirement breakdown, and AI-generated optimization tips — all privately on your Mac.

Apple Intelligence, engineered for job matching

Built entirely on-device using FoundationModels, NLEmbedding, and NLContextualEmbedding with Accelerate-optimized semantic scoring.

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ATS Compatibility Scoring

See how well your resume matches any job with an instant compatibility percentage and detailed breakdown.

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On-Device AI Analysis

Powered by Apple Intelligence with Foundation Models and NLEmbedding for accurate semantic matching.

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Match Matrix

Every job requirement scored with color-coded status (Strong/Gap) and relevance indicators.

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100% Private

All processing runs locally on your Mac. Your data never leaves your device.

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URL Scraping

Drop any job posting URL and Matchflo extracts the description automatically.

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Pro Features

Cover Letter Builder, ATS Dashboard, advanced optimization suggestions. Learn more →

See Matchflo in action

Real screens from the app showing the complete analysis workflow.

Four-step Apple Intelligence pipeline

On-device FoundationModels extract key requirements, then semantic embeddings score matches with Accelerate-optimized precision.

1

Enter Job Description

Paste any job posting into Matchflo. The system will automatically extract key requirements using on-device NaturalLanguage processing.

2

Review & Confirm Key Points

Review the extracted requirements in the table. Accept them as-is, edit for accuracy, or add your own custom requirements.

3

Import Your Resume

Paste your resume text to see how each requirement lines up against your experience with color-coded status indicators.

4

Analyze & Optimize

View your ATS compatibility score, identify gaps, and use Pro features to generate cover letters and get optimization suggestions.

Why Matchflo stands out

Compared to other ATS tools on the App Store, Matchflo uniquely combines on-device AI with comprehensive analysis.

Feature Matchflo Free Matchflo Pro Jobscan Resume Worded Teal
ATS Compatibility Score
Semantic Matching ~ ~
100% On-Device Privacy
Match Matrix Table
Cover Letter Builder
ATS Dashboard
URL Scraping
Pricing Model Free to use $4.99/month or $29.99/year Starts at $29.95/month $29-79/month $9-39/month

Built with Apple's on-device frameworks

No cloud. No API keys. All computation stays on your Mac with native performance optimization.

FoundationModels
@Generable structured extraction
NLEmbedding
Sentence/word vectors
vDSP
Accelerate cosine similarity
NLTagger
Lemma-based normalization

Beat the bots. Get past the ATS.

Free to download with core ATS matching. Pro adds Cover Letter Builder and advanced AI features.