By profession

The right AI stack for how you actually work.

Curated picks per role, each verified against official pricing. Start here instead of guessing from the current directory.

Students

Best AI stack for students

Free-first stacks that cover research, writing, notes, and presentations without paid seats.

  • ChatGPT · 4.8/5 editorial — General assistant: explanations, drafting, practice questions
  • Perplexity · 4.6/5 editorial — Cited research for papers and quick fact-checks
  • Notion AI · 4.3/5 editorial — Notes, summaries, and study organization
  • Gamma · 4.3/5 editorial — Fast presentation drafts

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Agencies

Best AI stack for agencies

Multi-client content operations, brand voice control, approvals, and reporting.

  • Jasper · 4.2/5 editorial — Brand-voice marketing content at team volume
  • Make · 4.3/5 editorial — Scenario automation across client accounts
  • Notion AI · 4.3/5 editorial — Client wikis, briefs, and internal knowledge
  • HeyGen · 4.2/5 editorial — Avatar video for client campaigns

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Consultants

Best AI stack for consultants

Research speed, deck production, meeting capture, and analysis under confidentiality constraints.

  • Claude · 4.7/5 editorial — Document review, synthesis, and long-form analysis
  • Gamma · 4.3/5 editorial — Deck generation from outlines
  • Perplexity · 4.6/5 editorial — Market scans with sources
  • Microsoft Copilot · 4.5/5 editorial — Working inside the client's Microsoft 365 estate

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Developers

Best AI stack for developers

Coding agents, editors, code review, and terminal workflows.

  • Cursor · 4.6/5 editorial — AI-native editor with Cursor Grok 4.6 + Composer 2.5
  • GitHub Copilot · 4.5/5 editorial — In-IDE completions across every major IDE
  • Claude · 4.7/5 editorial — Architecture reasoning and document-grade explanations
  • v0 · 4.3/5 editorial — UI generation from prompts

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Healthcare admin & medical teams

Best AI stack for healthcare admin & medical teams

Documentation drafts and literature lookup for medical professionals, with no implied HIPAA or clinical-decision certification.

  • Heidi Health · 4.2/5 editorial — Self-serve clinical documentation drafts with a published free plan
  • OpenEvidence · 4.3/5 editorial — Official-homepage-free cited literature lookup for healthcare professionals
  • Microsoft Dragon Copilot · 4.2/5 editorial — Microsoft quote-based enterprise clinical assistant
  • Microsoft Copilot · 4.5/5 editorial — Practice-admin drafting inside an existing Microsoft 365 tenant

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Lawyers & in-house counsel

Best AI stack for lawyers & in-house counsel

Confidentiality-first legal research, contract review, and drafting, with no implied privilege or legal-advice certification.

  • Harvey · 4.3/5 editorial — Quote-based enterprise legal platform for firms and in-house teams
  • Spellbook · 4.2/5 editorial — Word-native contract review and drafting
  • CoCounsel Legal · 4.3/5 editorial — Westlaw- and Practical Law-grounded research and drafting
  • Claude · 4.7/5 editorial — Long-document analysis on a business tier after ethics review

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Teachers & instructional coaches

Best AI stack for teachers & instructional coaches

Free-first lesson planning, rubrics, and family communication, with no implied FERPA or grading certification.

  • MagicSchool · 4.3/5 editorial — Official $0 individual teacher plan plus published Plus prices
  • Khanmigo · 4.4/5 editorial — Official teacher-free prep tools from Khan Academy
  • Canva AI · 4.4/5 editorial — Slides, worksheets, and classroom visuals
  • Gamma · 4.3/5 editorial — Fast lesson or parent-night decks from an outline

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Nonprofits & grant writers

Best AI stack for nonprofits & grant writers

Grant research and proposal drafts with published free or trial paths, and no implied fundraising certification.

  • Grantable · 4.3/5 editorial — Official free plan plus published 50% small-nonprofit discount
  • Instrumentl · 4.2/5 editorial — Official paid grant OS starting at $299/month billed annually
  • Claude · 4.7/5 editorial — Long-document narrative drafts after a data-handling review
  • Canva AI · 4.4/5 editorial — Impact reports, one-pagers, and deck visuals

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Podcasters & show producers

Best AI stack for podcasters & show producers

Record, enhance, edit, and clip a weekly show with published free or trial paths, and no implied music-rights certification.

  • Riverside · 4.3/5 editorial — Official $0 remote studio plus published Pro prices
  • Adobe Podcast · 4.2/5 editorial — Official free speech enhancement with published daily limits
  • Descript · 4.3/5 editorial — Transcript-first edit and clip workflow
  • ElevenLabs · 4.6/5 editorial — Voiceover and clone checks after rights review

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Property managers & landlords

Best AI stack for property managers & landlords

Listings, rent follow-up, and maintenance notes with published free or trial paths, and no implied fair-housing certification.

  • Landlord Studio · 4.2/5 editorial — Official $0 Go plan for up to 3 units
  • TenantCloud · 4.1/5 editorial — Official self-serve landlord OS with a 14-day trial
  • ChatGPT · 4.8/5 editorial — Listing drafts from amenity lists after a fair-housing check
  • Canva AI · 4.4/5 editorial — Listing graphics and owner-update one-pagers

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Project managers

Best AI stack for project managers

Meeting capture, status drafting, and task extraction around the tracker you already run, with no implied replacement for your schedule of record.

  • Fathom · 4.3/5 editorial — Meeting capture with decisions and owners in a pasteable structure
  • Fireflies.ai · 4.2/5 editorial — Searchable meeting archive across a long-running project
  • Notion AI · 4.3/5 editorial — Briefs, decision logs, and status pages in one written layer
  • ChatGPT · 4.8/5 editorial — Status drafting and stakeholder rewrites from your own update

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Customer support teams

Best AI stack for customer support teams

Reply drafting, help-center upkeep, and queue triage around the help desk you already run, with no implied replacement for your ticketing system.

  • ChatGPT · 4.8/5 editorial — Reply drafting and macro rewrites from the real ticket thread
  • Notion AI · 4.3/5 editorial — Help-center articles, runbooks, and saved replies in one place
  • Airtable AI · 4.2/5 editorial — Triage and categorisation at queue volume
  • Zapier AI · 4.4/5 editorial — Routing and follow-up records across your existing apps

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HR & people ops

Best AI stack for hr & people ops

Policy drafting, onboarding documentation, and survey analysis with a person approving every output, and no implied employment-decision or HRIS role.

  • Claude · 4.7/5 editorial — Long-document review and structured policy drafts
  • Notion AI · 4.3/5 editorial — Onboarding handbooks, runbooks, and internal FAQs
  • Rows · 4.4/5 editorial — Survey and free-text analysis inside a spreadsheet
  • Grammarly · 4.4/5 editorial — Tone and clarity on policy, offer, and announcement copy

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Data analysts

Best AI stack for data analysts

Query and formula drafting, spreadsheet cleanup, and source-grounded reading around the warehouse you already run — with validation staying with the person.

  • Rows · 4.4/5 editorial — Categorising and tidying messy columns inside the grid
  • Airtable AI · 4.2/5 editorial — Drafting and categorising text across structured records
  • NotebookLM · 4.5/5 editorial — Source-grounded synthesis with citations back to the document
  • Perplexity · 4.6/5 editorial — Cited lookups for documentation and metric definitions
  • Claude · 4.7/5 editorial — Query explanation and review-ready write-ups on long documents

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Executive assistants

Best AI stack for executive assistants

Inbox and calendar triage, meeting capture, and briefing documents around the mailboxes you already run, with approvals and personnel data staying human.

  • ChatGPT · 4.8/5 editorial — Drafts, rewrites, and agendas from your own material
  • Claude · 4.7/5 editorial — Board packs, contracts, and policy summarising on long documents
  • Shortwave · 4.5/5 editorial — Inbox triage inside the mail client you already use
  • Fathom · 4.3/5 editorial — Meeting capture with decisions and owners separated
  • Notion AI · 4.3/5 editorial — Principal preferences, briefing notes, and recurring logistics in one place
  • Perplexity · 4.6/5 editorial — Cited lookups for venues, travel rules, and supplier ownership

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Photographers

Best AI stack for photographers

Retouching, frame expansion, concept work, and client-facing design, with licensing and disclosure treated as part of the job.

  • Adobe Firefly · 4.4/5 editorial — Generative fill and frame expansion inside the Adobe workflow
  • Retouchia · 3.6/5 editorial — Batch portrait retouching sold as one-time credit packs
  • Midjourney · 4.5/5 editorial — Concept imagery, moodboards, and backdrop references before a shoot
  • Leonardo AI · 4.3/5 editorial — Canvas inpainting and outpainting with a usable free tier
  • Canva AI · 4.4/5 editorial — Client guides, price sheets, and social crops
  • ChatGPT · 4.8/5 editorial — Client communication, shot lists, and package descriptions

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Live now

21 verified promos are currently active.

Including Adobe Firefly, Aibase, Aidetector Cx, Allvideoai — all confirmed from official pricing pages with checked dates.

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Cross-role rules

Pick by workflow, not hype.

  1. Name the weekly task first; the tool second.
  2. Check what your existing seats already include (M365 Copilot, Google Workspace).
  3. Trial on one real deliverable before any annual plan.
  4. Cancel overlaps — most teams need fewer tools than they pay for.
Not sure where to start?

Use the free Decision Checklist

A printable worksheet to score overlap, cost, and trial results before paying.