RRefyn
AI-Powered Resume Tailoring

Your resume, tailored by AI — one conversation
at a time.

Refyn is not a one-click generator. It's an AI resume strategist that thinks like a recruiter, gives you an honest fit assessment, and tailors your LaTeX resume through conversation — not a black box.

Get Started Free
app.refyn.live/tailor

Why Refyn

Built differently, on purpose.

Most resume tools generate a document. Refyn runs a conversation. Here's what that means for you.

Adaptive, Not Scripted

No rigid scripts. The AI reads the situation — sometimes asking 4 questions, sometimes zero — and adapts its approach to what your resume actually needs for this specific role.

Recruiter-Eye Fit Analysis

No numerical scores. The AI reads your resume the way a hiring manager would — identifying strong matches, honest gaps, and what needs reframing. Brutally honest, never flattering.

Full Version Control

Every tailored version is saved with its complete conversation history. Re-tailor from any version, never lose your work.

LaTeX-First

Keep your own LaTeX template. A live editor with real-time PDF preview lets you see changes instantly. Full formatting control, always.

Smart Resume Library

Search, sort, and filter all your resume versions in one place. Paste a new job description to rank every resume by semantic fit.

Custom Prompt Templates

Customize the AI's tailoring strategy with editable prompt templates. Full control over how the agent thinks and acts.

How It Works

A conversation, not a pipeline.

Every session follows a clear structure — but the AI adapts how deep it goes based on your resume and the role. Here's the typical flow.

01

Paste & Analyze

Drop in any job description. The AI reads it like a recruiter would — parsing the role, seniority signals, must-haves vs. nice-to-haves, and what the company actually cares about.

JD Analysis
02

Honest Fit Assessment

The AI gives you a straight answer: here's where you're strong, here's where you're weak, and here's what's missing entirely. Then it asks only the questions that matter — maybe two, maybe none.

Smart Questions
03

Review the Plan

Before touching your resume, the AI presents a detailed tailoring plan: what it will add, modify, or reframe. Approve, modify, or reject individual changes before anything is written.

Plan Review
04

LaTeX Generation

Your tailored resume is generated in your original LaTeX template. The live PDF preview compiles instantly. Every bullet passes the "so what?" test — quantified impact, not just responsibilities.

Live Preview
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05

Refine & Iterate

Not perfect? Continue the conversation. Give the AI feedback, ask for specific changes, or edit LaTeX directly. Every iteration is saved as a version in your library.

Refinement Loop

The Difference

Not another resume builder.

Most tools generate a document and call it done. Refyn is a structured collaboration between you and an AI that actually understands the job.

Feature
Generic Builders
Refyn
Output approach
One-click generation
Adaptive AI conversation
Resume template
Locked into their templates
Use your own LaTeX format
AI transparency
Black-box output
Honest fit analysis + plan review
Version history
Single output per job
Full version control with history
Fit analysis
None or keyword-only
Recruiter-perspective fit assessment
AI customization
Fixed prompts
Editable prompt templates

Ready to tailor your next resume?

Paste a job description. Get an honest fit assessment. Walk away with a resume that tells your career story — not just a keyword dump.

No credit card required.