BUILD THE AI WORKFLOW
FOR YOUR JOB

In 10 minutes — not 10 hours of research

Tell us your role, goal, budget and current tools. Get a tailored AI stack, ranked picks with the reasoning shown, and a 4-week learning plan you can start today.

  • ✓ No credit card
  • ✓ No account needed to see a stack
  • ✓ 1,019 tools
  • ✓ Updated today
Scroll to explore

1,019

AI tools mapped

26

Categories

9

Questions asked

4

Week roadmap

The communityPreview figures

5

Explorers

Live count

84

Subscribers

6.5%

Conversion

▸ The Method

Four steps from noise to mastery

01

Discover

Tell us your role, goals, and experience. Sixty seconds, no forms that feel like forms.

02

Match

We map the tool landscape to your role and surface only what earns a place in your stack.

03

Learn

Follow a learning path built for your level — from first prompt to production workflow.

04

Master

Track progress against your role, not generic benchmarks. Stay ahead as the field moves.

▸ Coordinates

Every role gets a different sky

Your map is drawn from your role — so a designer and an engineer never see the same stars.

▸ Who it's for

Built for people who can't afford to fall behind

For students

Build your edge before your first job

The graduates who stand out next year are the ones fluent in AI tooling today. Start with free tiers, follow a path matched to your field, and walk into interviews with a working stack — not a list of buzzwords.

For working professionals

Adapt without carving out a sabbatical

Inside a Fortune 500 role there is no slack time to evaluate the flood of new AI tools. We do the scanning, keep only what fits your function, and compress the learning into paths you can run between meetings.

▸ Capabilities

Everything orbits your role

Role-Aware Discovery

Not generic lists. Recommendations that understand your role and rank tools by fit.

Smart Learning Paths

From first tool to full stack, sequenced for your level and your available time.

Live Tool Comparison

Side-by-side capability, pricing, and integration comparisons kept current.

Progress Tracking

A skills graph that grows with you and shows exactly where the gaps are.

Signal over Noise

We watch the release firehose so you only hear about tools that matter to you.

Weekly Fresh Finds

New tools matched to your evolving role, delivered in one scannable digest.

▸ Pricing

Start solo. Scale with your team.

Prices in

Solo

Student

$3/30 days

One payment · does not auto-renew

Students, hobbyists, solo learners exploring AI

  • Personalized AI tool discovery (up to 5 categories)
  • Basic learning paths (beginner to intermediate)
  • Community access (in-app forum)
  • Weekly discovery digest emailplanned
  • Save up to 10 favorite tools
  • Basic chat supportplanned
  • 1 user profile
Reserve Student at launch
Most Popular

Pro

Pro

$8/30 days

One payment · does not auto-renew

Freelancers, professionals, serious learners

  • Everything in Student, plus:
  • Unlimited tool discovery (all categories)
  • Advanced learning paths (beginner → senior)
  • Custom tool stack builder with save & share
  • AI-powered chat assistant (Claude-powered Q&A)planned
  • Weekly trending tools + personalized alertsplanned
  • Unlimited favorite tools
  • Progress tracking + skill badges
  • Priority email supportplanned
  • Export learning roadmaps as PDFplanned
Reserve Pro at launch
Up to 5 seats · $10 per seat for 30 days

Team

Team

$50/30 days

One payment · does not auto-renew

Startups, agencies, research teams, enterprise pods

  • Everything in Pro, plus:
  • Up to 5 team members (5 seats included)planned
  • Team stack standardizationplanned
  • Role-based team onboardingplanned
  • Team analytics dashboardplanned
  • Collaborative tool-evaluation workspaceplanned
  • Admin controls + member managementplanned
  • Shared progress + team leaderboardsplanned
  • Dedicated support channel (48hr response)planned
  • Quarterly AI stack audit reportsplanned
  • API access for integrationsplanned
Reserve Team at launch
✦ last call, explorer ✦

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