AI scam detector built for uni students trading NFTs safely
University students are repeatedly falling victim to scams and rug pulls in web3 projects, resulting in significant financial losses during NFT trading attempts.
NFTGuardUni scans NFT projects in real-time for scam signals like rug pull risks, anonymous teams, and suspicious liquidity using AI analysis. It provides a simple safety score and alerts before you buy. Tailored for beginners with educational tips on every scan.
University students new to web3 and actively exploring NFT trading
Student-exclusive AI model trained on uni trader losses, with gamified learning to prevent future scams
supportive
Enter contract address or project name for instant scam analysis and safety score
Push notifications for monitored projects showing rug risks
Personal dashboard ranking watched projects by risk level
Pop-up explanations of scam red flags with uni-student examples
Upload wallet to scan holdings for hidden risks
View anonymized student reports on projects
Email summary of top uni-relevant scam trends
Bot for scanning projects in student Discords
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| wallet_address | text | Yes |
| is_student | bool | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| contract_address | text | No |
| safety_score | int | No |
| risk_flags | text | Yes |
| scanned_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| contract_address | text | No |
| alert_enabled | bool | No |
| added_at | timestamp | No |
Relationships:
/api/scanScan NFT project and return safety report
/api/dashboardFetch user scans and watchlist
/api/watchlistAdd/remove project to watchlist
/api/alertsGet recent alerts for user
/api/portfolio-scanScan user wallet holdings
No alerts or portfolio scans
1 wallet
5 wallets
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 200 | 2% | $48 | $576 |
| Month 6 | 1,500 | 4% | $720 | $8,640 |
AI-powered scans give uni traders like you instant safety scores on any project
Post in university Discord servers and Reddit subs like r/UniNFTs and r/web3students offering free Pro trials for feedback; DM NFT influencers on Twitter targeting student audiences; run $50 Meta ads on campus geo-fences.
Broad crypto coverage
No student focus or AI personalization
Uni-tailored AI with education
Proprietary AI dataset from student scam reports building network effects
NFT trading hype returning in 2024 with student inflows, but scam sophistication rising post-FTX
AI accuracy issues
Use vetted Replicate models + user feedback loop
Low student adoption
Validate via campus Discords pre-launch
Blockchain data liability
Disclaimers + no financial advice
Success: 80% express interest
Success: 90% retention week 1
Success: 200 users week 1
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