about toolsforhumans
tracking what people are actually using, where industries are heading, and which tools have real demand behind them.
who I am
I've been building things online since I was 12. That's 18 years of shipping products, picking tools, and finding out what actually works after the launch hype fades. ToolsForHumans is my biggest project. Over the last 3+ years it's helped more than 600,000 people find software that fits how they actually work.
I'm a builder, not a journalist. Most review sites pick a tool, write a summary of the features page, and call it a review. Everything here starts from a different place: what are real practitioners actually saying about this tool, and does the search data back it up?
what toolsforhumans is
There are two sides to ToolsForHumans.
The first is the directory: 600+ AI tools and software products tracked, reviewed, and organised into curated toolkits by use case and industry. You can also browse the full tools database. Each toolkit is built by aggregating what practitioners, developers, and industry users actually say across forums, communities, and user feedback, not press releases.
The second is app.toolsforhumans.ai: a tool for software builders that tracks 100k+ software opportunity keywords, shows where real search demand is growing across industries, and runs AI-powered competitive analysis on any niche. It answers the question builders actually need to ask before they build: is there proven demand for this, and who already owns it?
Both sides are built on the same premise. Ignore the hype cycle. Look at what people are actually searching for, actually using, and actually recommending to each other.
how we research tools
New tools launch every week with breathless coverage that disappears three months later when nobody is actually using them. The question I ask for every toolkit is: what are people still recommending six months after the launch?
- ✓We aggregate what practitioners, developers, and industry users actually say, not press releases or launch tweets
- ✓We cross-reference pricing across sources and flag when it changes
- ✓We include honest trade-offs: who each tool is best for and where it falls short
- ✓We update pages when tools change significantly, not on an arbitrary schedule
- ✓Affiliate links are disclosed clearly and never influence which tools we include or how we rank them
get in touch
Questions, corrections, or want to suggest a tool for review — email me at alec@toolsforhumans.ai.