Business Opportunities
Spot emerging market signals, new API capabilities, and technology shifts before others do. Turn web changes into business insights automatically.
How it works
change-happens reads AI provider changelogs, developer blogs, and platform announcements daily. The AI evaluates each update against your business criteria and alerts you when something actionable emerges — whether that's a new API to build on or a gap a competitor just created.
"Read changelogs from AI model providers (OpenAI, Anthropic, Google DeepMind, Mistral) and evaluate if new capabilities appear that could be used to build a SaaS product. Focus on new APIs, modalities, or pricing changes that open up new product categories."
API launches
Catch new APIs and platform features the day they launch, not weeks later.
Market signals
Detect funding rounds, pivots, and market shifts that signal emerging demand.
AI evaluation
The AI doesn't just report changes — it evaluates their business relevance for you.
Find your next opportunity automatically
Set up your business opportunity monitor in minutes. No credit card required.
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