Opportunity Scout

The problem

Finding legitimate economic opportunities in the fast-moving AI and tool ecosystem is difficult. Most advice relies on oversaturated side hustles, generic wrappers, or tools that are still stuck behind waitlists.

What it does

• Identifies new capabilities in AI, APIs, and digital marketplaces launched or updated within the last 30 days.
• Verifies commercial-use rights, pricing, and actual signup availability to ensure the tool is usable.
• Maps specific tool capabilities to paying customer segments and high-value outcomes.
• Designs low-cost validation experiments to test demand before committing significant time or capital.
• Analyzes market saturation signals to separate genuine early-mover advantages from hype.

Why this beats prompting it yourself

Most LLMs default to outdated or generic business ideas. This skill enforces a skeptical, evidence-based framework that rejects "effortless riches" and requires direct verification of tool access, commercial terms, and technical feasibility.

Use cases

• Finding emerging APIs to build new product features or standalone micro-SaaS.
• Discovering underused marketplaces for selling niche digital assets or templates.
• Combining multiple new tools into a repeatable B2B service offering.
• Evaluating whether a newly launched platform is worth the early-adoption risk.

Known limitations

Requires internet access for real-time verification of dates and pricing. Cannot provide regulated financial, legal, or tax advice.