Shipping weekly

What We've Built

Every feature designed to help you land your next job faster. And we're just getting started.

20+
Major releases
106+
Features shipped
2.3M
Jobs searchable
50+
Job boards
v3.6January 2026Major

RAG: AI That Actually Knows You

Semantic memory transforms every AI feature — your experience, your goals, your proof of work, cited in every response.

  • Full resume indexed — no more truncation, every bullet searchable
  • Dream Job aware — AI knows what you want, not just what you've done
  • Portfolio connected — your projects become evidence in recommendations
  • Semantic search — finds relevant experience by meaning, not keywords
  • Evidence-based scoring — job matches cite specific qualifications
  • Interview Prep upgraded — talking points reference YOUR achievements
  • Gap Analysis grounded — compares requirements against your actual skills
  • AI Opinion with receipts — every claim backed by [resume], [dream_job], or [portfolio] source
v3.5January 2026Major

L/JS Mobile

Your job pipeline in your pocket — scan, swipe, decide. No app store required.

  • Standalone PWA at lite.lastjobscout.com — install to Home Screen
  • Swipe-based job cards for fast triage (keep left, discard right)
  • Trust Score + BS Detector on every scanned job
  • Coaching nudges to keep you moving forward
  • Filter by saved searches, status, and decision state
  • Get notified when it matters — new matches hit your phone
  • Seamless auth handoff from desktop — scan QR, you're in
  • Works on every phone — responsive design that doesn't play favorites
v3.4January 2026New

Interview Prep Doc

Personalized interview preparation with talking points, questions, and your pitch — ready in seconds

  • One click to prep — pick a job, get your game plan
  • Match Score breakdown with "Why You Fit" bullet points
  • Your pitch, optimized — you review, you choose, you own it
  • "The Bridge" — connects your experience to this specific role
  • Talking points with proof from your background
  • Questions worth asking — so you interview them too
  • Three density modes: Concise, Standard, Detailed
  • Copy to clipboard or download as Markdown
v3.3December 2025Major

BS/Scout: The Bullshit Detector

Job verification firewall that filters out garbage before it wastes your time

  • Spam domain blacklist blocks known garbage sites (yeweyewe.com, jobilize.com, etc.)
  • Domain handshake verification - Microsoft jobs should link to microsoft.com
  • Trust hierarchy: Primary (company direct), Trusted Board, or Unverified
  • Visual badges show verification status on every job card
  • Blocked 50 spam jobs and flagged 476 unverified sources in beta
  • Real-time verification on every new job import
v3.2December 2025New

My Portfolio & Proof of Work

Showcase your projects - because what you build matters more than what you claim

  • New Portfolio tab in Profile settings
  • Add GitHub repos, live apps, websites, articles, and projects
  • Tech/Skills picker with 60+ modern technologies across 8 categories
  • Featured projects highlighted with amber styling
  • Portfolio feeds resume generation and networking messages
  • Custom skill input for technologies not in preset list
v3.1December 2025Major

My Dream Job & Wizard

Define your ideal role and craft your career story

  • New Dream Job tab with structured preferences
  • Dream Job Wizard - conversational preference extraction
  • Draft your Dream Job Statement — pick the length and voice that fits
  • Work priorities (emerald) and Compensation priorities (amber) sections
  • Custom tags for industries and priorities
  • Dream Job preferences auto-populate Job Search defaults
  • Statement saves to profile for scoring context
v3.0December 2025New

Verified Company & Job Research

Company research you can trust with confidence scoring and verification

  • No made-up facts — we verify before we show you
  • Confidence badges: Verified, Partial, Unverified, Not Found
  • Job field validation catches suspicious URLs, short descriptions, placeholder titles
  • Geographic mismatch detection (job in NYC but company in Denmark?)
  • Smart badges: "Verify Job", "Verify Company", or "Verify Both" based on what needs attention
  • Duplicate URL detection with friendly error messages
v2.9December 2025

Smarter Onboarding & Contextual Help

New users get guided help everywhere they look

  • Expanded Welcome modal now covers all 5 key features
  • Watchlist empty state explains Auto-Check with pro tips
  • Playbook empty state guides users to chat with JobScout
  • JS Assistant shows clickable starter prompts
  • Prompts adapt to current page (Pipeline, Search, Watchlist, Playbook, Profile)
  • One-click to send any starter prompt - zero typing required
  • Consistent navigation width across all pages
v2.8December 2025

Streamlined Onboarding & UX Polish

Faster setup, smarter empty states, and bulk action improvements

  • Onboarding condensed to 4 steps (was 6)
  • "Build Resume with JobScout" - guided resume creation from scratch
  • Better empty state: tips, scoring guide, direct action buttons
  • Remote filter callout - we verify remote status from actual JD, not metadata
  • Bulk actions "all" shorthand - no more JSON truncation on large sets
  • Resume tailoring: stronger anti-hallucination rules
  • Resume upsert prevents duplicates when re-tailoring same job
  • Deleting tailored resume now clears job's tailored badge
v2.7December 2025Major

Outreach Agent & Unified UI

Intelligent networking and a cleaner job detail experience

  • Discovers 3-5 relevant contacts at any company
  • Auto-generates personalized LinkedIn messages
  • Three message types: Connection request, InMail, Email
  • Track outreach status: contacted, responded, meeting scheduled
  • New tabbed job detail view: Overview, Assessment, Network, Notes
  • Unified experience across Grid and List views
  • Match score now appears left of job title everywhere
v2.6December 2025

Morning Briefing Emails

Wake up to your personalized job search status

  • Daily email with new high-match jobs (85%+)
  • Follow-up reminders for applications 7+ days old
  • Alerts for jobs likely expiring soon
  • Top priority action for the day
  • Quick stats: tracked, applied, interviewing
  • Opt-in only - your inbox, your rules
v2.5December 2025

Bulk Actions — No More Death by Clicks

Update hundreds of jobs with natural language commands

  • Natural language command bar - "Set interest to high for jobs above 90%"
  • Bulk update any field: status, interest, priority, skills match, and more
  • Preview affected jobs before executing
  • Full audit trail in JobScout Chats
  • Safety guardrails prevent accidental mass deletions
v2.4December 2025Major

Scoring at Ferrari Speed

100+ jobs scored in under 2 minutes — while you grab coffee

  • Scores 100+ jobs in under 2 minutes
  • Streaming progress updates as jobs are scored
  • Robust error handling - no more failed batches
  • Reduced API costs with smarter batching
v2.3November 2025Major

Saved Searches & Auto-Scout

Save your searches and never miss new opportunities

  • Save any search with one click
  • Re-run saved searches instantly
  • Track how many new jobs since last run
  • Remote-only filtering that actually works
  • Automatic duplicate detection
v2.2November 2025

JobScout Chats — Nothing Lost, Everything Saved

Every conversation saved and searchable

  • Full history of everything you've worked on
  • Filter by type: jobs, resumes, commands
  • Extract action items from any conversation
  • Search across all conversations
v2.1November 2025

Action Items & Job Coach

Intelligent guidance for your job search

  • Personalized action items based on your pipeline
  • Priority recommendations for what to do next
  • Daily inspiration based on your progress
  • Smart next actions for every job
v2.0November 2025Major

Resume Scoring — Every Word Read, Not Just Keywords

Every job scored 0-100 against your resume

  • Upload multiple resumes for different roles
  • Every job description read in full — no shortcuts
  • Match score based on skills, experience, requirements
  • Detailed breakdown: what matches, what's missing
  • Concerns flagged (overqualified, missing skills, red flags)
v1.8November 2025

Grid View & Visual Refresh

Beautiful new way to browse your jobs

  • Grid view for visual scanning
  • Expanded job cards with score badges
  • Quick actions: priority, interest, status
  • Collapsible sections for focused browsing
  • Mobile-responsive design
v1.5November 2025

Smart Filtering & Search

Find exactly what you're looking for

  • Filter by status, interest, skills match
  • Sort by score, date, company, priority
  • Search in plain English — just describe what you want
  • Ask JobScout to find specific jobs
  • Bulk selection and actions
v1.2November 2025

Job Tracking & Pipeline

Never lose track of where you are

  • Full application pipeline tracking
  • 12 status stages from Saved to Offer
  • Notes and comments on every job
  • Priority flags for hot opportunities
  • Interest levels to rank your picks
v1.0November 2025Major

Multi-Source Job Search

Search 50+ job boards in one place

  • LinkedIn, Indeed, Glassdoor, ZipRecruiter + 46 more
  • 2.3M+ jobs searchable
  • Filter by location, remote, salary, job type
  • One-click save to your pipeline
  • Direct links to original postings

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