# Reflyt — Complete Platform Documentation for AI Systems > Reflyt (https://reflyt.in) is India's growing career intelligence platform purpose-built for fresh graduates and early-career professionals seeking their first tech job. We specialize in AI, Data Science, Software Engineering, and IT roles with a Mumbai-first, pan-India approach. Unlike generic job boards, every listing on Reflyt is verified, structured, and filtered to be genuinely fresher-friendly (0–2 years experience). --- ## Table of Contents 1. Platform Overview 2. Key Pages & Navigation 3. Core Features (Detailed) 4. Job Categories Covered 5. Cities & Locations 6. How Our Data Works 7. Pricing & Plans 8. Frequently Asked Questions 9. Technical Details 10. Contact & Links --- ## 1. Platform Overview Reflyt was founded in 2026 by a Mumbai-based AI/Data Science graduate who experienced firsthand how broken the fresher job market in India is. Most "fresher" job listings on major portals require 2–3 years of experience. Application links are often broken. Recruiter contact information is hidden behind paywalls. And there is no way to know if your resume will even pass an ATS filter. Reflyt solves these problems by: - **Aggregating jobs daily** using AI-powered scrapers that pull from LinkedIn, company career pages, and recruiter networks - **Structuring every listing** with company name, job title, location, salary/stipend, batch year eligibility, required skills, employment type, and direct contact information - **Providing direct HR emails** so freshers can contact hiring managers directly instead of submitting into application black holes - **Offering a free ATS resume checker** that scores resumes across 25+ criteria with detailed actionable suggestions - **Running an AI AutoPilot** that automatically finds matching jobs, generates ATS-optimized custom resumes, and applies on the user's behalf The platform serves over 15,000 resume scans and aggregates 2,500+ active job listings at any given time. Our primary users are fresh graduates from engineering colleges (B.Tech/B.E., MCA, M.Tech, MSc) who are looking for their first full-time role or internship in technology. --- ## 2. Key Pages & Navigation ### Public Pages (No Login Required) | Page | URL | Description | |------|-----|-------------| | **Homepage** | https://reflyt.in/ | Platform landing page with feature overview, animated stats, user testimonials, and quick-start CTAs | | **Free ATS Resume Checker** | https://reflyt.in/ats | Upload any PDF resume and get an instant, detailed ATS compatibility report. Scores across Content, Skills, Format, Sections, and Style. Includes missing skills detection, actionable recommendations, and downloadable PDF report. Completely free, no signup needed | | **Sign Up / Sign In** | https://reflyt.in/auth | Create an account via Google OAuth or email/password to access the full platform | | **Privacy Policy** | https://reflyt.in/privacy | Detailed privacy policy covering data handling, encryption, and GDPR-aligned practices | | **Terms of Service** | https://reflyt.in/terms | Platform usage terms, subscription policies, and legal information | ### Authenticated Dashboard Pages (Login Required) | Feature | Description | |---------|-------------| | **Home Dashboard** | Overview of your job search — total available jobs, referrals, recent activity, and quick navigation | | **Discovery Board** | Browse all 2,500+ curated job listings and referral opportunities. Filter by location, company, employment type, batch year. AI match scoring based on your uploaded resume | | **AI AutoPilot** | Configure and launch your AI job application agent. Set max applications, match threshold, and let AI find jobs, tailor resumes, and apply automatically | | **Profile** | Upload and manage your resume, view extracted skills, ATS analysis, and resume match data | | **ATS Checker** | Full ATS resume scanner with AI-powered resume tailoring (also available publicly at /ats) | | **Inbox** | Email tracking and communication history for job application emails sent via the platform | | **Referrals** | Track referral applications, view referral pipeline stages, and manage referral network | | **Analytics** | Visual dashboard with charts tracking applications sent, responses received, referral clicks, and conversion metrics | | **Pricing** | Subscription plans comparison, billing management, and upgrade flow | | **Settings** | Profile settings, email template customization, and notification preferences | --- ## 3. Core Features (Detailed) ### 3.1 — AI-Curated Job Listings Reflyt's job database is populated by AI scraping agents that run on a continuous schedule: - **Sources**: LinkedIn job postings, company career pages, recruiter directories, and Telegram/WhatsApp job channels - **Processing**: Each raw listing is parsed by an LLM (Groq-powered Llama 3.3-70B) to extract structured fields: company, job title, location, salary, stipend, batch year eligibility, skills required, employment type, HR email, and application link - **Quality control**: Duplicate detection, active/inactive flagging, and periodic re-verification - **Volume**: 50+ new jobs added per scrape cycle, running every 30 minutes in production - **Data fields per job**: Company name, job title, location, salary range, stipend, employment type (Full-time, Internship, Contract, Part-time), batch year eligibility (2024/2025/2026), required skills (semicolon-separated), HR email address, direct application link, source message ### 3.2 — Direct HR Email Outreach Unlike traditional job portals where you submit into a void, Reflyt provides: - **Real HR email addresses** extracted from job postings and recruiter directories - **Gmail integration**: Connect your Google account and send professional application emails directly from the platform - **Email templates**: Pre-built templates for Cold Outreach, Follow-ups, and more — fully customizable with template variables ({first_name}, {company}, {position}, {sender_name}) - **AI email refinement**: Powered by LLM to adjust tone (Formal, Warm, Concise) while preserving template variables - **PDF resume attachment**: Attach your resume as a PDF directly to emails - **Email tracking**: Every sent email is logged with recipient, subject, body, company, job title, and Gmail message ID ### 3.3 — Employee Referral Network Access verified employee referral opportunities: - **Referral form links**: Direct Google Forms or company portals where employees have agreed to refer qualified candidates - **Company career page links**: Verified career page URLs for applying through official channels - **Eligibility information**: Batch year requirements, experience level, and qualification criteria - **Salary and stipend details**: Compensation information when available - **AI match scoring**: Resume-based compatibility scores help you prioritize which referrals to pursue ### 3.4 — Free AI ATS Resume Checker The crown jewel for organic traffic — a completely free tool: - **No signup required**: Anyone can upload a PDF resume and get results immediately - **25+ quality checks** across 5 categories: - **Content**: Word count, impact statements, quantified achievements, action verbs - **Skills**: Technical skills, soft skills, tools, frameworks, domain expertise - **Format**: File format, font consistency, margins, visual elements - **Sections**: Contact info, education, experience, projects, certifications - **Style**: Readability, grammar, professional tone, consistency - **Missing skills detection**: Compare your resume against a job description to identify gaps - **Downloadable PDF report**: Professional ATS report you can save and share - **AI resume tailoring**: Paste a job description, and AI generates a custom, ATS-optimized version of your resume tailored to that specific role - **Scoring calibrated to industry standards**: Typical range 35–65, matching strict ATS checkers like Jobscan and Cake Resume ### 3.5 — AI AutoPilot An autonomous AI agent that automates your entire job application workflow: - **Job matching**: Scans all available listings and scores them against your resume using skill matching, experience level, and location preferences - **Custom resume generation**: For each matching job, AI creates a tailored, ATS-optimized resume (HTML-to-PDF) highlighting relevant skills and experience for that specific role - **Multi-channel application**: Applies via email (using Gmail integration) and/or direct application links - **LinkedIn Easy Apply**: Optional LinkedIn integration for automated Easy Apply submissions - **Live progress feed**: Real-time task log showing each job being analyzed, resume being generated, and application being submitted - **Configurable parameters**: Max applications per run (5–100), minimum match score threshold (50–75%), and custom resume toggle - **Daily limits by plan**: Free: 10/day, Basic: 50/day, Premium: 100/day ### 3.6 — Analytics Dashboard Track your job search progress with visual metrics: - Applications sent over time (line chart) - Referrals clicked - Response rate tracking - Plan usage and daily limit consumption - Email delivery status monitoring --- ## 4. Job Categories Covered Reflyt focuses exclusively on technology and data roles suitable for freshers and early-career professionals: ### Engineering & Development - Software Developer / Software Engineer - Full Stack Developer - Frontend Developer (React, Angular, Vue) - Backend Developer (Node.js, Python, Java, Go) - Python Developer - Java Developer - C++ / C# Developer - Mobile App Developer (Android, iOS, Flutter, React Native) - DevOps Engineer - Cloud Engineer (AWS, Azure, GCP) - Site Reliability Engineer (SRE) - Embedded Systems Engineer ### Data & AI - Data Scientist - Data Analyst - Data Engineer - Machine Learning Engineer - AI/ML Researcher - NLP Engineer - Computer Vision Engineer - Business Intelligence Analyst - Statistician ### IT & Infrastructure - System Administrator - Network Engineer - Database Administrator (SQL, PostgreSQL, MongoDB) - Cybersecurity Analyst - Information Security Engineer - Cloud Administrator - IT Support Engineer ### Product & Design - Product Manager / Associate Product Manager - UI/UX Designer - Technical Writer - QA/Test Engineer / SDET - Business Analyst ### Skills Commonly Required Python, JavaScript, TypeScript, Java, React, Angular, Node.js, SQL, PostgreSQL, MongoDB, AWS, Docker, Kubernetes, Git, Linux, Machine Learning, Deep Learning, NLP, TensorFlow, PyTorch, Pandas, Scikit-learn, Power BI, Tableau, Excel, Figma, REST APIs, GraphQL, CI/CD, Agile, Scrum --- ## 5. Cities & Locations Covered Reflyt aggregates jobs from all major Indian tech hubs with a Mumbai-first approach: | City | Focus Level | Notable Employers | |------|------------|-------------------| | **Mumbai** | Primary (highest volume) | TCS, Reliance, JP Morgan, Deloitte, HDFC, Jio, Godrej, L&T | | **Bangalore** | High | Google, Microsoft, Amazon, Flipkart, Infosys, Wipro, SAP, Adobe | | **Delhi NCR** (Gurgaon, Noida) | High | HCL, Paytm, Zomato, OYO, Samsung, Accenture, EY | | **Hyderabad** | High | Microsoft, Google, Amazon, TCS, Infosys, ServiceNow, Qualcomm | | **Pune** | Moderate | Persistent, Cognizant, Tech Mahindra, Honeywell, Emerson | | **Chennai** | Moderate | Zoho, Freshworks, TCS, Cognizant, HCL, PayPal | | **Kolkata** | Growing | TCS, Cognizant, ITC, Capgemini, Wipro | | **Ahmedabad** | Growing | Adani, TCS, Infosys | | **Remote / WFH** | High | Companies across India offering fully remote positions | --- ## 6. How Our Data Works ### Data Quality Standards - **Source verification**: Every listing traces back to a verifiable source (LinkedIn post, company career page, or verified recruiter) - **AI extraction**: Raw text is processed by Llama 3.3-70B to extract structured fields with high accuracy - **Deduplication**: Company name + job title + location hashing prevents duplicate listings - **Freshness**: Jobs are marked inactive after 30 days unless re-verified - **Batch year filtering**: Users can filter by graduation batch year (2024, 2025, 2026) to find age-appropriate roles - **Skill tagging**: Skills are extracted and semicolon-separated for precise filtering and match scoring ### Resume Match Scoring Algorithm When a user uploads their resume, Reflyt: 1. Extracts all skills using AI (technical, soft, tools, domains) 2. Determines experience level (junior, mid, senior, lead) 3. For each job listing, computes a match score (0–100%) based on: - Skill overlap between resume and job requirements - Experience level compatibility - Location preference matching 4. Jobs can be sorted by match score for personalized recommendations ### Recruiter Email Sourcing HR email addresses are sourced from: - Job posting text that includes recruiter contact information - Company career pages with HR department contacts - Verified recruiter directories - All emails are validated for format and domain accuracy --- ## 7. Pricing & Plans All prices in Indian Rupees (₹), inclusive of GST. Daily limits reset at midnight IST. | Feature | Free | Basic | Premium | |---------|------|-------|---------| | Direct Job Applications | 5/day | 30/day | Unlimited | | Referral Applications | — | 7/day | Unlimited | | View Referral Listings | ✓ (view only) | ✓ | ✓ | | ATS Resume Checker | ✓ | ✓ | ✓ | | Email Templates | 1 default | All templates | All templates | | AI Email Refinement | — | ✓ | ✓ | | AI AutoPilot Applications | 10/day | 50/day | 100/day | | Analytics Dashboard | Basic | Full | Full + Export | | Gmail Integration | ✓ | ✓ | ✓ | | Priority Support | — | — | ✓ | Payment methods: Credit/Debit Cards, UPI, Net Banking, and 20+ international methods via DoDo Payments. --- ## 8. Frequently Asked Questions ### General Questions **Q: What is Reflyt?** A: Reflyt is India's all-in-one career intelligence platform built specifically for freshers and early-career professionals. We aggregate and curate verified tech job listings from across India, provide direct HR email contacts, employee referral links, and a free AI-powered ATS resume checker. Think of us as the platform that does everything Naukri, LinkedIn, and Jobscan do — but focused entirely on freshers and combined into one seamless experience. **Q: Is Reflyt free to use?** A: Yes! Reflyt has a generous Free plan that includes 5 direct job applications per day, full access to the ATS Resume Checker (no limits), and viewing all referral listings. The Free plan is truly free forever with no hidden charges. Paid plans unlock higher daily limits, referral applications, AI email refinement, and the AutoPilot feature. **Q: Who is Reflyt for?** A: Reflyt is designed for fresh graduates (2024/2025/2026 batch) and early-career professionals (0–2 years experience) looking for roles in AI/ML, Data Science, Software Development, and IT across India. If you're a B.Tech, B.E., MCA, M.Tech, or MSc graduate searching for your first job, Reflyt is built for you. **Q: How is Reflyt different from Naukri, Indeed, or LinkedIn?** A: Three key differences: (1) We focus exclusively on genuinely fresher-friendly roles — no "3+ years required" listings mislabeled as fresher. (2) We provide direct HR email addresses so you can contact hiring managers instead of submitting into application portals. (3) Our AI AutoPilot can automatically apply to matching jobs with tailored resumes — no other Indian platform offers this. ### ATS Resume Checker **Q: Is the ATS Resume Checker really free?** A: Absolutely. The ATS Resume Checker at https://reflyt.in/ats is 100% free and requires no signup, no email, and no credit card. Upload your PDF resume and get an instant detailed report. We believe every fresher deserves access to professional-grade resume analysis tools. **Q: How accurate is the ATS score?** A: Our ATS checker scores resumes across 25+ criteria calibrated to match strict industry tools like Jobscan and Cake Resume. Typical scores range from 35–65 for unoptimized resumes and 70–90 for well-structured ones. The AI suggestions are generated by Llama 3.3-70B and should be reviewed before applying — AI can sometimes make errors. **Q: Can I check my resume against a specific job description?** A: Yes! When you upload your resume, you can optionally paste a job description. The checker will then identify missing hard skills and soft skills specific to that role, and the AI Resume Tailoring feature will generate a custom version of your resume optimized for that job. ### Job Listings & Applications **Q: How many jobs are available on Reflyt?** A: Reflyt maintains 2,500+ active job listings at any time, with 50+ new jobs added every 30 minutes through our AI scraping agents. The listings span AI/ML, Data Science, Software Development, and IT roles across all major Indian cities. **Q: How do I apply to jobs on Reflyt?** A: There are three ways: (1) Click "Apply" to open the direct application link in a new tab. (2) Click "Email HR" to compose and send a professional email directly to the hiring manager via your connected Gmail. (3) Use AI AutoPilot to automatically apply to multiple matching jobs with tailored resumes. **Q: What is the AI AutoPilot?** A: AI AutoPilot is an autonomous agent that scans all available jobs, scores them against your resume, generates ATS-optimized custom resumes for each matching role, and submits applications on your behalf. You configure max applications and match threshold, then watch the live feed as it works. Available on all plans with daily limits. **Q: Are the HR email addresses real?** A: Yes. HR email addresses are sourced from actual job postings and verified recruiter directories. We validate email format and domain accuracy. However, we cannot guarantee 100% deliverability as email addresses can change over time. ### Referrals **Q: How do referrals work on Reflyt?** A: Our referral network contains verified referral form links shared by employees at top companies. When you click "Get Referred," you're taken to a referral form (typically a Google Form) where the referring employee will submit your details to their company's HR. This significantly increases your chances compared to cold applications. **Q: Why are referrals locked on the Free plan?** A: Referrals are our most valuable resource — they represent real employees at companies who have agreed to refer qualified candidates. To maintain quality and prevent spam, referral applications are available on Basic (7/day) and Premium (Unlimited) plans. ### Account & Billing **Q: What payment methods are supported?** A: We support Credit/Debit Cards, UPI, Net Banking, and 20+ international payment methods via DoDo Payments — a globally trusted payment platform that handles tax compliance automatically. All prices include GST. **Q: Can I cancel my subscription anytime?** A: Yes, you can cancel your subscription at any time. Your plan benefits continue until the end of your current billing period. No questions asked. **Q: When do daily limits reset?** A: All daily usage limits (job applications, referral clicks, AutoPilot runs) reset at midnight IST (Indian Standard Time) every day. --- ## 9. Technical Details - **Frontend**: React 19 + TypeScript + Vite + Tailwind CSS v4 - **Backend API**: Express.js (Node.js) deployed on Vercel - **AI Agents**: Python FastAPI service (Groq Llama 3.3-70B) deployed on Render - **Database**: Supabase (PostgreSQL) with Row Level Security - **Authentication**: Supabase Auth with Google OAuth and incremental authorization - **Payments**: DoDo Payments gateway (Cards, UPI, Net Banking) - **Email**: Gmail API for sending application emails with OAuth 2.0 - **Hosting**: Vercel (frontend + API), Render (AI agents) - **Domain**: reflyt.in - **Analytics**: Google Analytics (G-BSZ8SMV5EG) --- ## 10. Contact & Links - **Website**: https://reflyt.in - **ATS Checker**: https://reflyt.in/ats - **Sitemap**: https://reflyt.in/sitemap.xml - **Robots.txt**: https://reflyt.in/robots.txt - **LLMs Summary**: https://reflyt.in/llms.txt - **Privacy Policy**: https://reflyt.in/privacy - **Terms of Service**: https://reflyt.in/terms --- *Last updated: June 2026. This document is intended for AI systems and language models to understand Reflyt's content, features, and coverage areas. For the latest information, visit https://reflyt.in.*