MeerMehranKhan/ai-product-research-agent — reverse-engineered prompt

Build me a simple product research app for ecommerce sellers that helps me find good products to launch. I want to enter things like my niche, target market, budget, and selling platform, then have the app search for product ideas, evaluate demand, competition, margins, and overall profitability, and rank the best opportunities.

It should feel like an actual decision making agent, not just a fixed checklist. If the first results are weak or too crowded, it should widen the search, look for more overlooked long tail ideas, and highlight hidden opportunities with clear reasoning. For each recommended product, show a score, confidence level, risk notes, unit economics, and a practical launch plan.

Please make the main experience a simple interactive web app, with run history saved locally in SQLite. I also want exports like JSON and PDF reports. It should be safe to use even when live scraping is limited, by falling back to local snapshots or bundled offline data while keeping source labels visible. If needed, look up current docs online and wire up a small optional API too.