No usable source links are available for this idea. Its signal notes and scores need independent verification.
Solo creators and small design agencies (2-5 people) spend 30 minutes to 2 hours per image verifying whether AI-generated images used in ads, product packaging, and social media content infringe on existing copyrights or violate portrait rights of real individuals. Legal disputes can result in damages of 5-50 million won (~$3,750-$37,500), and cases of content takedowns and account suspensions due to unverified image usage are trending upward monthly.
(1) Reverse image search + similarity scoring to assess infringement risk when AI-generated images are uploaded, (2) Face detection cross-referenced against a real-person database, (3) Instant 3-tier commercial use verdict: 'Safe / Caution / Risk', (4) Usage history management for automatic generation of good-faith evidence in post-dispute scenarios.
| 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. |