No usable source links are available for this idea. Its signal notes and scores need independent verification.
As AI-based investment products proliferate, marketing claims like '71% accuracy in fund manager decisions' abound, but individual investors and IFAs (Independent Financial Advisors) have no tools to verify the time period, stock universe, or criteria behind those figures. Investors spend an average of 2-3 hours on fund selection yet cannot filter out inflated performance claims, resulting in millions of won (~thousands of USD) in annual opportunity cost.
Upload AI fund marketing materials (PDF/webpage) to automatically compare claimed returns and accuracy rates against KOSPI and S&P 500 benchmarks over identical periods, scoring survivorship bias and cherry-picking likelihood, then generate a one-page fact-check Report.
| N Novelty | 1-5 | How uncommon the service is in market context. |
| U Urgency | 1-5 | How urgently users need this problem solved now. |
| M Market | 1-5 | Market size and growth potential from proxy indicators. |
| R Realizability | 1-5 | Buildability for a small team with realistic constraints. |
| V Validation | 1-5 | Validation signal quality from competition and demand data. |
| Tech Complexity | / 40 | Difficulty of core implementation stack. |
| Data Availability | / 25 | Practical availability and cost of required data. |
| MVP Timeline | / 20 | Expected time to ship a usable MVP. |
| API Bonus | / 15 | Bonus for viable public API leverage. |
| Competition | / 20 | Signal quality from competitor landscape. |
| Market Demand | / 20 | Demand proxies from search and mention patterns. |
| Timing | / 20 | Fit with current shifts in tech, behavior, and regulation. |
| Revenue Signals | / 15 | Reference evidence for monetization viability. |
| Pick-Axe Fit | / 15 | How well the concept serves participants in a trend. |
| Solo Buildability | / 10 | Practicality for lean-team implementation. |