Predict and prevent student property damage with AI risk scoring.
Landlords renting to students face thin profit margins from constant rent negotiations and property damage, reducing their willingness to pay for proptech SaaS tools.
DormDamageAI screens tenants using student-specific data like major, GPA, and social signals to score damage risk before leasing. It flags high-risk combos (e.g., party-heavy majors) and suggests preventive measures, cutting repair costs by 30%. Landlords protect margins without rejecting good tenants.
Landlords managing student housing properties who are targeted by proptech SaaS providers
AI model trained exclusively on student housing damage incidents.
supportive
AI scores applicants 1-100 based on student profile data.
Forecasts potential costs per property/tenant.
Batch upload applicants, get instant scores.
Custom rules like 'no freshmen in upper units'.
Log actual damages to improve AI over time.
Export risk reports for insurance.
CSV upload from rental apps.
Push notifications for high-risk apps.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| name | text | No |
| gpa | int | Yes |
| risk_score | int | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| tenant_id | uuid | No |
| damage_type | text | No |
| cost | int | No |
| date | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| address | text | No |
Relationships:
/api/tenants/scoreScore new tenant
/api/incidentsLog damage incident
/api/dashboard/risksGet property risk overview
Basic scoring
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 80 | 3% | $84 | $1,008 |
| Month 6 | 400 | 6% | $864 | $10,368 |
Score tenants, predict repairs, protect your student housing profits.
Target university town landlord associations on FB/LinkedIn, run $50 FB ad to 'student housing owners', cold email from HAR.com listings offering free screenings.
General screening
Ignores student behaviors
Damage prediction tuned for college chaos
User-submitted incident data creates improving AI moat.
Rising insurance premiums + labor shortages amplify damage pain for student landlords.
Fair housing compliance
Score anonymized, advisory only
Success: Avg $5k/yr savings potential
Success: 20% retention mo2
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