AI-native resume tailoring

Every job is different.
Your resume should be too.

FitWright reshapes your resume for each role in seconds - with an honest match score, cover letters, interview prep, and a tracker to run your whole search.

Never fabricates experience Bring your own API key Review before export
14 job boards
6 languages
Live preview
Application tracker

Senior Backend Engineer

Tailored - just now

AI
92Match
Keywords94%
Skills88%
Sections100%

Keyword coverage

FastAPIPostgreSQLDockerCI/CDKubernetes
Grounded in your real experience - nothing invented.
See the product

Looks like a real product because it is one

Put product proof before more copy. Show the tailor, ATS score, and tracker right away.

  • Real product screens, not generic marketing art
  • Tailoring, ATS analysis, and tracking in one flow
  • Built to look calm, high-trust, and professional

Before

Generic resume with no role fit

After

Tailored resume with ATS guidance

Match

See fit and gaps before you touch the resume.

Edit

Rewrite only what needs changing, with reviewable AI.

Track

Keep each application and version in one place.

Tailor workspace

Review before export

Job automation

Auto-tailor resume, draft cover letter, and move each role into a tracked flow.

Auto-tailor

Draft cover letter

Track follow-up

Senior Backend Engineer

Tailored - just now

AI
92Match
Keywords94%
Skills88%
Sections100%

Keyword coverage

FastAPIPostgreSQLDockerCI/CDKubernetes
Grounded in your real experience - nothing invented.

Application tracker

All roles in one board

Job automation

Every tailored version drops into one board so follow-ups never slip.

One board

Version history

Follow-ups

Applied1

Backend Engineer

Nimbus

Interviewing2

Platform Engineer

Aster

API Developer

Loop

Offer1

Senior SWE

Vertex

The problem

Sending the same resume everywhere doesn't work

Roles differ, and the systems that screen you optimize for a specific fit. Manual tailoring is the fix - but it's slow.

Generic resumes get skipped

One resume sent to every role rarely matches what any single job is actually asking for.

ATS filters reject good candidates

Applicant tracking systems screen on keywords and structure before a human ever reads it.

Tailoring by hand takes hours

Rewriting bullets, matching keywords, and writing a cover letter for every job does not scale.

FitWright does the tailoring for you - in seconds, grounded in your real experience.

How it works

From resume to offer, in one place

A guided workflow that keeps every application organized.

01

Add your resume

Upload a PDF/DOCX or build one with the guided wizard.

02

Paste the job

FitWright analyzes the role and extracts what matters - before generating.

03

Tailor with AI

Get a reshaped resume with a match score and a clear, reviewable diff.

04

Refine & export

Tweak anything, then export a clean, ATS-friendly PDF.

05

Apply & track

Manage every application from applied to offer on a Kanban board.

AI analysis

See the fit before you apply

FitWright reads the job, extracts the important bits, and shows what your resume already covers - and what is still missing.

  • Role detection + keyword extraction
  • Matched vs. missing skills
  • Clear sub-scores
  • Every change stays reviewable

Job analysis

Backend Engineer

Matched

PythonFastAPIREST APIsPostgreSQLDocker

Missing

KubernetesTerraformgRPC
Keyword94%
Skills81%
Sections100%
Capabilities

Everything to land the interview

A complete toolkit, not a form with a button.

Contextual AI

Ask AI to rewrite, shorten, or quantify any single bullet - preview the change before it applies.

Honest ATS score

A real match score with keyword, skills, and section sub-scores - plus exactly what is missing.

Job discovery

Search 14 job boards at once and get roles ranked against your actual resume, not just keywords.

Application autofill

A browser extension fills Greenhouse, Lever, Ashby, Workday and more from your profile. It never submits - you review first.

Application answers

Drafts those open-ended "why this company?" boxes from your resume and the job description.

Cover letters

Generate a tailored cover letter grounded in your resume and the job, then export to PDF.

Interview prep

Resume-grounded questions, talking points, and role-fit analysis on demand.

Polished templates

Multiple templates with a live preview that matches the exported PDF exactly.

Six languages

Use the app - and generate resumes and cover letters - in English, Spanish, Chinese, Japanese, French or Portuguese.

Truthful by design

AI reshapes what you already have. It never invents experience or credentials.

Applied1

Backend Engineer

Nimbus

Interviewing2

Platform Engineer

Aster

API Developer

Loop

Offer1

Senior SWE

Vertex

Stay organized

Run your whole search from one board

Each tailored resume becomes an application. Move roles across stages, keep notes together, and stay on top of the search without extra tabs.

Your keys, your control

Bring your own API key

Connect the model you already use. You control the cost, the data, and the output. Prefer local runs? Ollama works too.

You own the key

You control cost

Any model you like

Works with your favorite providers

OpenAIAnthropicGoogle GeminiOpenRouterDeepSeekGroqOllama (local)OpenAI-compatible

Private by default

Your resume content stays in your own database. Nothing is sent anywhere except the AI provider you choose.

  • You own your data
  • Encrypted key storage
  • No hidden processing

Simple to trust

The interface stays clear, the flows stay direct, and the output stays easy to review.

Pricing

Pay for the writing, not the searching

Start free. Searching never costs credits - only writing does.

20

That's about 520 credits a month, at 26 credits per application (tailored resume + cover letter + drafted answers).

Free

Free

~11 applications · 20 searches/day

Job Hunt

Fits you

₹299/mo

~76 applications · 100 searches/day

Serious Search

₹699/mo

~230 applications · 300 searches/day

FAQ

Questions, answered

A single master resume rarely fits every role. FitWright reshapes yours for each job description - highlighting the relevant experience and keywords - so you spend minutes, not hours, per application.

OpenAI, Anthropic, Google Gemini, OpenRouter, DeepSeek, Groq, and any OpenAI-compatible server. You can also run fully local models with Ollama - no cloud, no cost.

You bring your own API key, and it is encrypted at rest on your own instance. Your resume content stays in your local database. FitWright never sends your data to a third party beyond the AI provider you choose.

Yes. Every resume and cover letter exports to a clean, ATS-friendly PDF using multiple templates with a live preview that matches the output exactly.

Always. Every AI change is shown as a preview with a clear diff - you accept, tweak, or discard. You can also ask AI to rewrite any single bullet, and edit everything by hand.

Yes. Keep one master resume, generate a tailored variant per job, and track every application from applied to offer on a Kanban board.

Yes - the full source is on GitHub. You can self-host it, inspect exactly how your data is handled, and contribute.

Tailor your next application in seconds

Private, focused, and built for faster applications. Bring your key and start now.

Let's work together

Have an idea worth building?
I'd love to hear it.

FitWright is built by Obaidullah Zeeshan, a full-stack & backend-focused software engineer. Hiring, exploring a collaboration, or spotting a bug, discrepancy, or product gap? My inbox is open - and I actually reply.

  • Usually replies within a day
  • Open to collaborations & roles
  • AI & full-stack engineering
  • Fast, thoughtful replies
Available for new work

Start a conversation

Tell me what you're working on. Thoughtful messages get thoughtful replies - typically within a day.