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What's New in Swiffit

Every feature release, improvement, and fix — documented as we ship it.

Feature

v3.0.0 Scoring Engine

We rebuilt the resume scoring engine from the ground up. Six new dimensions model modern ATS and recruiter-screening signals: Parsing Health, Skills Coverage, Recruiter Searchability, Bullet Impact, Recruiter Readability, and Experience Relevance. Three named scores — General Resume Score, Match Score, Enhancement Score — clearly separate the contexts they apply to. New no-regression contract: if an enhancement would produce a worse resume than the original, we tell you and keep your prior version active rather than ship a regression. New low-confidence verify badge surfaces dimensions that couldn't be scored against high-confidence signals (e.g. when no job description is attached). Job evaluator now gates enhancement: if you previously evaluated a role as poor-fit, the enhance flow asks for confirmation before consuming a credit on a doomed enhancement.

Improvement

Accessibility & Reliability

WCAG 2.1 AA compliance across all pages — improved color contrast, screen reader labels, and keyboard navigation. Automated accessibility testing now runs on every deploy. Stripe billing reliability improvements ensure subscription status always stays in sync.

Improvement

Adaptive Dashboard

The dashboard now adapts to where you are in your job search. New users see a clear path to enhance. Users with strong scores see prompts to start applying. Active job seekers see their pipeline and weekly metrics side-by-side. Every stat is paired with an action.

Improvement

Brand Refresh

New logo and brand identity across the entire site — header, footer, dashboard, emails, and social previews. Light and dark mode variants for a polished look everywhere.

Feature

Sign in with Google

You can now sign in or create an account with your Google account in one click. Fast, secure, and no extra password to remember.

Feature

ATS Keyword Intelligence

Major upgrade to the enhancement engine: per-keyword tracking with categorized analysis (hard skills vs soft skills), keyword frequency matching, and compound phrase detection. Results now show categorized keyword status (matched, missing, skipped) with reasons — so you can see what the score is responding to.

Feature

Dashboard & Engagement Flow

Complete dashboard redesign with 5 zones: recommended next step, pipeline summary, weekly metrics, unified activity feed, and tools grid. Post-enhancement results now feature score celebrations (confetti for 31+ pt improvements), context-aware next actions, and one-click application tracking.

Feature

Global Notifications

In-app notification system with bell icon, notification dropdown, and sidebar reminder badges. Get notified about due follow-ups, milestone achievements (interview, offer, hired), and stale applications — from every page.

Improvement

Application Tracker 2.0

Major tracker upgrade: 5-stage Kanban board (Saved → Applied → Interview → Offer → Closed), notes and reminders per application, full timeline history, drag-to-reorder, and auto-created applications from enhancements.

Feature

Cover Letter Generator

New Pro feature: generate a tailored, confidence-flagged cover letter in minutes. Context carries over from your enhancement — 3 tones, inline editor, version history, and PDF download.

Feature

"Why You Got Ghosted" Diagnostic

New free feature: get a brutally honest analysis of why your resume isn't getting callbacks, with severity-ranked issues and specific fixes. Available to all users — no account required.

Feature

Salary Intelligence & Application Tracker

Pro users can now see estimated salary ranges for their target roles and track all their applications on a visual Kanban board, auto-seeded from enhancement history.

Feature

Recruiter Heatmap & Multi-ATS Simulation

See your resume through a recruiter's eyes with our heatmap visualization. Plus, run ATS-style simulations for Greenhouse, Lever, Workday, Taleo, and iCIMS patterns before applying.

Feature

Launch: AI Enhancement Engine

Swiffit launches with 4 enhancement modes (Conservative, Balanced, Aggressive, Career Pivot), 3 professional templates (Classic, Modern, Executive), ATS scoring, and confidence-flagged suggestions.

Try the latest features yourself

Every improvement is live now. Your first enhancement is free.