A01
General assistants
Good for drafting, outlining, explaining concepts, quick analysis, and turning rough notes into usable first versions.
New York · practical AI reference
Choose AI tools by the work you need done.
AI Task Guide is a plain-English map of popular AI tools, common tasks, and the trade-offs worth checking before you sign up.
01 · categories
The big buckets are simpler than the market looks.
Most AI products sit inside a few practical categories. Start there, then compare individual tools by the task, not by the loudest launch announcement.
A02
Writing and editing
Useful when the job is tone, structure, summaries, marketing copy, or grammar support.
A03
Coding assistants
Best for scaffolding, explaining errors, test ideas, refactors, and working through unfamiliar APIs.
A04
Media and design
Image, video, voice, layout, and creative iteration tools for prototypes and production support.
A05
Research and knowledge
Search, document review, note synthesis, citation checks, and knowledge-base tools for careful work.
02 · examples
Popular names, matched to realistic jobs.
Tools change quickly. These examples are starting points, not endorsements. Always verify current features, pricing, and data policies before relying on a tool.
01ChatGPT / Claude / Gemini
General assistant
Brainstorming, rewriting, document Q&A, explanation, planning.
02Perplexity / Elicit
Research
Finding sources, building a research trail, checking claims with citations.
03GitHub Copilot / Cursor
Development
Code completion, debugging help, refactoring, test suggestions.
04Midjourney / Adobe Firefly
Visual creation
Concept art, campaign visuals, moodboards, design exploration.
05Zapier AI / Make
Automation
Routing leads, summarizing tickets, updating records, repetitive workflows.
03 · start here
Different readers need different first steps.
There is no universal “best AI tool.” A student, a solo creator, and a 23-person operations team should compare different risks.
P01
Beginners
Start with a general assistant and learn prompt basics, fact-checking habits, and when the answer needs a second source.
P02
Teams
Compare admin controls, privacy terms, shared workspaces, integrations, and whether outputs can be reviewed before they affect customers.
P03
Creators
Look at output control, licensing language, export quality, revision speed, and whether the tool fits your existing production stack.
P04
Students
Use AI for explanation, quizzes, outlines, and study planning. Check school policy before submitting AI-assisted work.
04 · verify
Recommendations here are informational.
AI tools can be useful and still produce wrong, biased, stale, or private-by-accident outputs. Treat every recommendation as a shortlist to test, not a final decision.
01
Accuracy
Run your own examples and check factual claims against reliable sources.
02
Cost
Look for usage caps, model limits, team seats, and renewal pricing.
03
Privacy
Read data handling terms before uploading client, medical, legal, or internal files.
04
Workflow fit
The right tool should reduce steps, not create a parallel system nobody maintains.
05 · next page
Go to the catalogue
Ready to narrow the list?
Browse the catalogue if you know the category. Use the comparison framework if you are choosing between two or three tools.