Extract landlord, tenant, property, lease dates, rent, deposit, utilities, occupants, and pet terms from residential leases.
Scanned 9/10/2026
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---
name: extract-residential-lease-data
description: Extract landlord, tenant, property, lease dates, rent, deposit, utilities, occupants, and pet terms from residential leases.
---
# Extract Residential Lease Data
Property managers use this recipe to extract residential lease terms into structured records for tenant onboarding, rent collection, and compliance workflows.
## APIs Used
Document Extraction (1 credit per page)
## Prerequisites
You need an Iteration Layer API key. Get one at [platform.iterationlayer.com](https://platform.iterationlayer.com) during the 7-day trial.
For full integration guidance (SDKs, auth, MCP, error handling), see the [Iteration Layer Integration Guide](https://iterationlayer.com/SKILL.md).
## Implementation
```bash
curl -X POST https://api.iterationlayer.com/document-extraction/v1/extract \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"files": [
{
"type": "url",
"name": "residential-lease.pdf",
"url": "https://example.com/documents/residential-lease-sample.pdf"
}
],
"schema": {
"fields": [
{
"name": "landlord_name",
"type": "TEXT",
"description": "Landlord or property manager name"
},
{
"name": "tenant_names",
"type": "TEXT",
"description": "Tenant names"
},
{
"name": "property_address",
"type": "ADDRESS",
"description": "Rental property address"
},
{
"name": "lease_start_date",
"type": "DATE",
"description": "Lease start date"
},
{
"name": "lease_end_date",
"type": "DATE",
"description": "Lease end date"
},
{
"name": "monthly_rent",
"type": "CURRENCY_AMOUNT",
"description": "Monthly rent"
},
{
"name": "rent_due_day",
"type": "DATE",
"description": "Rent due date or day of month"
},
{
"name": "security_deposit",
"type": "CURRENCY_AMOUNT",
"description": "Security deposit"
},
{
"name": "utilities_responsibility",
"type": "TEXT",
"description": "Utility responsibility terms"
},
{
"name": "occupants",
"type": "TEXT",
"description": "Authorized occupants"
},
{
"name": "pet_terms",
"type": "TEXT",
"description": "Pet policy or pet deposit terms"
},
{
"name": "late_fee_terms",
"type": "TEXT",
"description": "Late fee terms"
}
]
}
}'
```
```typescript
import { IterationLayer } from "iterationlayer";
const client = new IterationLayer({ apiKey: "YOUR_API_KEY" });
const result = await client.extractDocument({
"files": [
{
"type": "url",
"name": "residential-lease.pdf",
"url": "https://example.com/documents/residential-lease-sample.pdf"
}
],
"schema": {
"fields": [
{
"name": "landlord_name",
"type": "TEXT",
"description": "Landlord or property manager name"
},
{
"name": "tenant_names",
"type": "TEXT",
"description": "Tenant names"
},
{
"name": "property_address",
"type": "ADDRESS",
"description": "Rental property address"
},
{
"name": "lease_start_date",
"type": "DATE",
"description": "Lease start date"
},
{
"name": "lease_end_date",
"type": "DATE",
"description": "Lease end date"
},
{
"name": "monthly_rent",
"type": "CURRENCY_AMOUNT",
"description": "Monthly rent"
},
{
"name": "rent_due_day",
"type": "DATE",
"description": "Rent due date or day of month"
},
{
"name": "security_deposit",
"type": "CURRENCY_AMOUNT",
"description": "Security deposit"
},
{
"name": "utilities_responsibility",
"type": "TEXT",
"description": "Utility responsibility terms"
},
{
"name": "occupants",
"type": "TEXT",
"description": "Authorized occupants"
},
{
"name": "pet_terms",
"type": "TEXT",
"description": "Pet policy or pet deposit terms"
},
{
"name": "late_fee_terms",
"type": "TEXT",
"description": "Late fee terms"
}
]
}
});
```
```python
from iterationlayer import IterationLayer
client = IterationLayer(api_key="YOUR_API_KEY")
result = client.extract_document(**{
"files": [
{
"type": "url",
"name": "residential-lease.pdf",
"url": "https://example.com/documents/residential-lease-sample.pdf"
}
],
"schema": {
"fields": [
{
"name": "landlord_name",
"type": "TEXT",
"description": "Landlord or property manager name"
},
{
"name": "tenant_names",
"type": "TEXT",
"description": "Tenant names"
},
{
"name": "property_address",
"type": "ADDRESS",
"description": "Rental property address"
},
{
"name": "lease_start_date",
"type": "DATE",
"description": "Lease start date"
},
{
"name": "lease_end_date",
"type": "DATE",
"description": "Lease end date"
},
{
"name": "monthly_rent",
"type": "CURRENCY_AMOUNT",
"description": "Monthly rent"
},
{
"name": "rent_due_day",
"type": "DATE",
"description": "Rent due date or day of month"
},
{
"name": "security_deposit",
"type": "CURRENCY_AMOUNT",
"description": "Security deposit"
},
{
"name": "utilities_responsibility",
"type": "TEXT",
"description": "Utility responsibility terms"
},
{
"name": "occupants",
"type": "TEXT",
"description": "Authorized occupants"
},
{
"name": "pet_terms",
"type": "TEXT",
"description": "Pet policy or pet deposit terms"
},
{
"name": "late_fee_terms",
"type": "TEXT",
"description": "Late fee terms"
}
]
}
})
```
```go
package main
import il "github.com/iterationlayer/sdk-go"
func main() {
client := il.NewClient("YOUR_API_KEY")
result, err := client.ExtractDocument(il.ExtractDocumentRequest{
Files: []il.FileInput{
il.FileInput{
Type: "url",
Name: "residential-lease.pdf",
Url: "https://example.com/documents/residential-lease-sample.pdf",
},
},
Schema: il.ExtractionSchema{
Fields: []any{
il.TextFieldConfig{
Name: "landlord_name",
Type: "TEXT",
Description: "Landlord or property manager name",
},
il.TextFieldConfig{
Name: "tenant_names",
Type: "TEXT",
Description: "Tenant names",
},
il.AddressFieldConfig{
Name: "property_address",
Type: "ADDRESS",
Description: "Rental property address",
},
il.DateFieldConfig{
Name: "lease_start_date",
Type: "DATE",
Description: "Lease start date",
},
il.DateFieldConfig{
Name: "lease_end_date",
Type: "DATE",
Description: "Lease end date",
},
il.CurrencyAmountFieldConfig{
Name: "monthly_rent",
Type: "CURRENCY_AMOUNT",
Description: "Monthly rent",
},
il.DateFieldConfig{
Name: "rent_due_day",
Type: "DATE",
Description: "Rent due date or day of month",
},
il.CurrencyAmountFieldConfig{
Name: "security_deposit",
Type: "CURRENCY_AMOUNT",
Description: "Security deposit",
},
il.TextFieldConfig{
Name: "utilities_responsibility",
Type: "TEXT",
Description: "Utility responsibility terms",
},
il.TextFieldConfig{
Name: "occupants",
Type: "TEXT",
Description: "Authorized occupants",
},
il.TextFieldConfig{
Name: "pet_terms",
Type: "TEXT",
Description: "Pet policy or pet deposit terms",
},
il.TextFieldConfig{
Name: "late_fee_terms",
Type: "TEXT",
Description: "Late fee terms",
},
},
},
})
if err != nil {
panic(err)
}
_ = result
}
```
```n8n
{
"name": "Extract Residential Lease Data",
"nodes": [
{
"parameters": {
"content": "## Extract Residential Lease Data\n\nProperty managers use this recipe to extract residential lease terms into structured records for tenant onboarding, rent collection, and compliance workflows.\n\n**Note:** This workflow uses the Iteration Layer community node (`n8n-nodes-iterationlayer`). Install it via Settings > Community Nodes on self-hosted n8n, or add it directly on n8n Cloud with Verified Community Nodes enabled.",
"height": 280,
"width": 500,
"color": 2
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
200,
40
],
"id": "extract-residential-lease-data-overview",
"name": "Overview"
},
{
"parameters": {},
"type": "n8n-nodes-base.manualTrigger",
"typeVersion": 1,
"position": [
250,
300
],
"id": "extract-residential-lease-data-trigger",
"name": "Manual Trigger"
},
{
"parameters": {
"resource": "documentExtraction",
"schemaInputMode": "rawJson",
"schemaJson": "{\n \"fields\": [\n {\n \"name\": \"landlord_name\",\n \"type\": \"TEXT\",\n \"description\": \"Landlord or property manager name\"\n },\n {\n \"name\": \"tenant_names\",\n \"type\": \"TEXT\",\n \"description\": \"Tenant names\"\n },\n {\n \"name\": \"property_address\",\n \"type\": \"ADDRESS\",\n \"description\": \"Rental property address\"\n },\n {\n \"name\": \"lease_start_date\",\n \"type\": \"DATE\",\n \"description\": \"Lease start date\"\n },\n {\n \"name\": \"lease_end_date\",\n \"type\": \"DATE\",\n \"description\": \"Lease end date\"\n },\n {\n \"name\": \"monthly_rent\",\n \"type\": \"CURRENCY_AMOUNT\",\n \"description\": \"Monthly rent\"\n },\n {\n \"name\": \"rent_due_day\",\n \"type\": \"DATE\",\n \"description\": \"Rent due date or day of month\"\n },\n {\n \"name\": \"security_deposit\",\n \"type\": \"CURRENCY_AMOUNT\",\n \"description\": \"Security deposit\"\n },\n {\n \"name\": \"utilities_responsibility\",\n \"type\": \"TEXT\",\n \"description\": \"Utility responsibility terms\"\n },\n {\n \"name\": \"occupants\",\n \"type\": \"TEXT\",\n \"description\": \"Authorized occupants\"\n },\n {\n \"name\": \"pet_terms\",\n \"type\": \"TEXT\",\n \"description\": \"Pet policy or pet deposit terms\"\n },\n {\n \"name\": \"late_fee_terms\",\n \"type\": \"TEXT\",\n \"description\": \"Late fee terms\"\n }\n ]\n}",
"files": {
"fileValues": [
{
"fileInputMode": "url",
"fileName": "residential-lease.pdf",
"fileUrl": "https://example.com/documents/residential-lease-sample.pdf"
}
]
}
},
"type": "n8n-nodes-iterationlayer.iterationLayer",
"typeVersion": 1,
"position": [
500,
300
],
"id": "extract-residential-lease-data-extract",
"name": "Extract Data",
"credentials": {
"iterationLayerApi": {
"id": "1",
"name": "Iteration Layer API"
}
}
}
],
"connections": {
"Manual Trigger": {
"main": [
[
{
"node": "Extract Data",
"type": "main",
"index": 0
}
]
]
}
},
"settings": {
"executionOrder": "v1"
}
}
```
```prompt
Extract residential lease data from the file at [file URL]. Use the extract_document tool with these fields:
- landlord_name (TEXT): Landlord or property manager name
- tenant_names (TEXT): Tenant names
- property_address (ADDRESS): Rental property address
- lease_start_date (DATE): Lease start date
- lease_end_date (DATE): Lease end date
- monthly_rent (CURRENCY_AMOUNT): Monthly rent
- rent_due_day (DATE): Rent due date or day of month
- security_deposit (CURRENCY_AMOUNT): Security deposit
- utilities_responsibility (TEXT): Utility responsibility terms
- occupants (TEXT): Authorized occupants
- pet_terms (TEXT): Pet policy or pet deposit terms
- late_fee_terms (TEXT): Late fee terms
```
### Response
```json
{
"success": true,
"data": {
"landlord_name": {
"value": "Harbor Property Management LLC",
"confidence": 0.97,
"citations": [
"LANDLORD NAME"
]
},
"tenant_names": {
"value": "Alex Morgan and Jamie Morgan",
"confidence": 0.97,
"citations": [
"TENANT NAMES"
]
},
"property_address": {
"value": {
"street": "100 Market Street",
"city": "Berlin",
"postal_code": "10115",
"country": "DE"
},
"confidence": 0.97,
"citations": [
"PROPERTY ADDRESS"
]
},
"lease_start_date": {
"value": "2026-04-15",
"confidence": 0.97,
"citations": [
"15 Apr 2026"
]
},
"lease_end_date": {
"value": "2026-04-15",
"confidence": 0.97,
"citations": [
"15 Apr 2026"
]
},
"monthly_rent": {
"value": {
"amount": "1234.56",
"currency": "EUR"
},
"confidence": 0.97,
"citations": [
"1,234.56"
]
},
"rent_due_day": {
"value": "2026-04-15",
"confidence": 0.97,
"citations": [
"15 Apr 2026"
]
},
"security_deposit": {
"value": {
"amount": "1234.56",
"currency": "EUR"
},
"confidence": 0.97,
"citations": [
"1,234.56"
]
},
"utilities_responsibility": {
"value": "Utilities Responsibility",
"confidence": 0.97,
"citations": [
"UTILITIES RESPONSIBILITY"
]
},
"occupants": {
"value": "Occupants",
"confidence": 0.97,
"citations": [
"OCCUPANTS"
]
},
"pet_terms": {
"value": "Pet Terms",
"confidence": 0.97,
"citations": [
"PET TERMS"
]
},
"late_fee_terms": {
"value": "Late Fee Terms",
"confidence": 0.97,
"citations": [
"LATE FEE TERMS"
]
}
}
}
```
## Links
- [Integration guide](https://iterationlayer.com/SKILL.md)
- [Full documentation](https://iterationlayer.com/docs)
- [OpenAPI spec](https://api.iterationlayer.com/openapi.json)
- [Browse all recipes](https://iterationlayer.com/recipes)
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