Every day, hundreds of new AI tools launch.
Some are genuinely useful.
Most disappear within weeks.
For users, developers, and founders, the biggest challenge is no longer building a product.
It’s getting discovered.
The AI Tool Explosion
In the last two years, AI products have exploded across every category:
writing tools
developer copilots
image generators
AI agents
automation tools
productivity apps
research assistants
The barrier to building software has dropped dramatically.
But this created a new problem:
Users are overwhelmed.
Searching for the “best AI tool” often leads to:
low-quality listicles
outdated directories
SEO spam
duplicated products
paid rankings
As a result, genuinely useful products struggle to reach the right audience.
Discovery Is the New Distribution
The hardest part of launching a product today is not development.
It’s visibility.
Most indie founders face the same situation:
they launch on social media
get temporary traffic
maybe trend for a day
then disappear
Without distribution, even good products die quietly.
That’s why curated discovery platforms are becoming more important again.
Not massive marketplaces.
Not spam-filled directories.
Curated ecosystems where quality products can actually be discovered.
Why Curated Platforms Matter Again
AI-generated content has flooded the internet.
Because of this, users increasingly value:
trust
curation
human selection
authentic recommendations
People no longer want “10,000 random tools.”
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