Use-case proof
Run one real task and compare the output against your current workflow.
Guides & decision help
AI tool guides for decisions by use case, cost and compliance.
This is the guide hub for checklists and use-case pages. The tool database stays under “Tools”, the personal match stays in the Finder.
Workflow fit
Match modality and use case before comparing brand names.
GDPR posture
Keep privacy, data residency and vendor risk visible in the decision.
Fresh signals
Use editorial notes and discovery signals to avoid stale tool lists.
Decision framework
A better shortlist starts with the job-to-be-done.
Most AI-tool lists rank what is popular. Tool Finder starts with the task, then checks budget, data risk, team context and pricing before recommending a shortlist.
Content
AI tools for content creation
Compare writing, ideation and editing tools by output quality and pricing.
Open guideResearch
AI research tools
Find tools for search, summarising, source review and knowledge work.
Open guideDevelopment
AI coding tools
Shortlist assistants for coding, debugging, documentation and prototypes.
Open guideProductivity
AI tools for summaries
Compare tools for meetings, documents, notes and team knowledge.
Open guideWhat to check before adopting an AI tool
Cost control
Check free limits, seat pricing, usage billing and overlap with your existing stack.
Risk review
Verify DPA, data residency, retention, admin controls and EU AI Act exposure.