Yasser Sami This workflow corresponds to n8n.io template #11130 — we link there as the canonical source.
This workflow follows the Datatable → HTTP Request recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"id": "ac0vYJdpc4ll3W0P",
"meta": {
"templateCredsSetupCompleted": true
},
"name": "zillow",
"tags": [
{
"id": "XcZuhml1MIWbrvpj",
"name": "work",
"createdAt": "2025-11-24T04:38:31.105Z",
"updatedAt": "2025-11-24T04:38:31.105Z"
}
],
"nodes": [
{
"id": "457d1105-27ff-47dd-8226-ffecd242eb72",
"name": "parsedInfo",
"type": "n8n-nodes-base.set",
"position": [
1264,
288
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "21d26317-c9bc-4a56-a3ca-962254a23329",
"name": "parsedJson",
"type": "array",
"value": "={{ $json.result.json_content.replace(/\\\\/g, '') }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "c5d8048c-9909-4d6e-9276-548edcff2d1b",
"name": "Split Out",
"type": "n8n-nodes-base.splitOut",
"position": [
1456,
288
],
"parameters": {
"options": {},
"fieldToSplitOut": "parsedJson"
},
"typeVersion": 1
},
{
"id": "f7634ebf-c19c-41e9-89e6-722626d312a2",
"name": "Insert row",
"type": "n8n-nodes-base.dataTable",
"position": [
1664,
288
],
"parameters": {
"columns": {
"value": {
"url": "={{ $json.url }}",
"price": "={{ $json.price }}",
"location": "={{ $json.location }}"
},
"schema": [
{
"id": "price",
"type": "string",
"display": true,
"removed": false,
"readOnly": false,
"required": false,
"displayName": "price",
"defaultMatch": false
},
{
"id": "url",
"type": "string",
"display": true,
"removed": false,
"readOnly": false,
"required": false,
"displayName": "url",
"defaultMatch": false
},
{
"id": "location",
"type": "string",
"display": true,
"removed": false,
"readOnly": false,
"required": false,
"displayName": "location",
"defaultMatch": false
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"dataTableId": {
"__rl": true,
"mode": "list",
"value": "2NjhLmZVrLPM3jf2",
"cachedResultUrl": "/projects/11WujgBvYtgScH07/datatables/2NjhLmZVrLPM3jf2",
"cachedResultName": "zillow places"
}
},
"typeVersion": 1
},
{
"id": "51f1f04c-a3ea-46d7-8913-0267fc2b0db1",
"name": "Loop Over Items",
"type": "n8n-nodes-base.splitInBatches",
"position": [
896,
272
],
"parameters": {
"options": {}
},
"typeVersion": 3
},
{
"id": "a8606542-a436-4a6e-ba66-dde7a9c0db44",
"name": "Edit Fields",
"type": "n8n-nodes-base.set",
"position": [
544,
272
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "9cb88c80-de98-43d5-af5a-d3b9897ebe9b",
"name": "counter",
"type": "array",
"value": "[1,2,3,4,5,6,7]"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "be4837b5-14a8-46aa-9699-a71173383264",
"name": "Split Out1",
"type": "n8n-nodes-base.splitOut",
"position": [
688,
272
],
"parameters": {
"options": {},
"fieldToSplitOut": "counter"
},
"typeVersion": 1
},
{
"id": "4c56c0ef-7de8-47e1-8023-a51d1d9460b5",
"name": "On form submission",
"type": "n8n-nodes-base.formTrigger",
"position": [
208,
272
],
"parameters": {
"options": {
"appendAttribution": false
},
"formTitle": "Scrape Zillow With Olostep API",
"formFields": {
"values": [
{
"fieldLabel": "url",
"placeholder": "https://www.zillow.com/san-francisco-ca/?category=RECENT_SEARCH&searchQueryState=%7B%22isMapVisible%22%3Atrue%2C%22mapBounds%22%3A%7B%22north%22%3A37.903808878284806%2C%22south%22%3A37.646551235446054%2C%22east%22%3A-122.22184268359375%2C%22west%22%3A-122.64481631640625%7D%2C%22filterState%22%3A%7B%22sort%22%3A%7B%22value%22%3A%22globalrelevanceex%22%7D%7D%2C%22isListVisible%22%3Atrue%2C%22mapZoom%22%3A11%2C%22usersSearchTerm%22%3A%22San%20Francisco%20CA%20homes%22%2C%22regionSelection%22%3A%5B%7B%22regionId%22%3A20330%2C%22regionType%22%3A6%7D%5D%2C%22category%22%3A%22cat1%22%7D",
"requiredField": true
}
]
},
"formDescription": "Enter the search url you want to scrape"
},
"typeVersion": 2.3
},
{
"id": "b3ec54b2-7f73-4c1d-af95-bef528cc0d4f",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
384,
176
],
"parameters": {
"color": 7,
"width": 432,
"height": 256,
"content": "## Pagination \nGenerates page numbers (1\u20137) to scrape multiple Zillow pages."
},
"typeVersion": 1
},
{
"id": "0edbb080-10ca-4017-8bfb-df4acfc1db45",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
832,
192
],
"parameters": {
"color": 7,
"width": 384,
"height": 288,
"content": "## Olostep Zillow Scrape \nExtracts price, listing URL, and location from each page."
},
"typeVersion": 1
},
{
"id": "92a4369f-bd37-4297-ae49-9fe8fa163d8b",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1600,
192
],
"parameters": {
"color": 7,
"width": 224,
"height": 288,
"content": "## Insert Row \nSaves each property into Google Sheets / Data Table."
},
"typeVersion": 1
},
{
"id": "d989ad34-ed4a-4500-9ccb-d59e58ac7823",
"name": "Sticky Note6",
"type": "n8n-nodes-base.stickyNote",
"position": [
-528,
0
],
"parameters": {
"width": 608,
"height": 1024,
"content": "# Zillow Property Scraper Using Olostep API \n\nThis n8n template automates Zillow property data collection by scraping Zillow search results using the Olostep API. \nIt extracts **property price, link to listing, and location**, removes duplicates, and stores everything in a Google Sheet or Data Table.\n\n## How it works / What it does \n1. **Form Trigger** \n - User enters a Zillow search URL. \n - This becomes the base Zillow search URL.\n\n2. **Pagination Logic** \n - A list of page numbers (1\u20137) is generated. \n - Each number is used to load the next Zillow search page.\n\n3. **Scrape Zillow Pages with Olostep** \n - For each page, the Olostep API scrapes the Zillow results. \n - Olostep\u2019s LLM extraction schema extracts: \n - **price** \n - **url** (link to the Zillow listing) \n - **location**\n\n4. **Parse & Split Results** \n - Returned JSON is cleaned and converted into individual listing items.\n\n5. **Remove Duplicates** \n - Ensures each Zillow listing appears only once.\n\n6. **Insert into Google Sheet / Data Table** \n - Final cleaned listings are inserted row-by-row. \n - Perfect for filtering, exporting, or further analysis.\n\nThis workflow gives you a fast, scalable property scraper using Zillow + Olostep \u2014 no browser automation, no manual copy/paste.\n\n## How to set up \n1. Import the template into n8n. \n2. Add your **Olostep API key**. \n3. Connect your **Google Sheet or n8n Data Table**. \n4. Deploy the form and start scraping by entering a place name."
},
"typeVersion": 1
},
{
"id": "dbbc78fc-1b4c-44a3-a971-671d89cabe68",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
112,
176
],
"parameters": {
"color": 7,
"width": 256,
"height": 256,
"content": "## Form Trigger \nEnter a Zillow search URL."
},
"typeVersion": 1
},
{
"id": "c307280f-689c-42d9-94ec-745ac4038257",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
1248,
192
],
"parameters": {
"color": 7,
"width": 336,
"height": 288,
"content": "## Parse & Split \nCleans the JSON and splits Zillow results into individual listings."
},
"typeVersion": 1
},
{
"id": "47f7d1d8-2d78-40ba-b96f-9daa5733a0ed",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
848,
496
],
"parameters": {
"color": 3,
"width": 384,
"height": 96,
"content": "## WARNING\nIf the http request runs through a 504 gateway just try again or set the node settings to retry on failure."
},
"typeVersion": 1
},
{
"id": "907c26f3-31e6-4d12-b1e6-9b90e3821ee2",
"name": "scrape amazon products",
"type": "n8n-nodes-base.httpRequest",
"onError": "continueRegularOutput",
"position": [
1088,
288
],
"parameters": {
"url": "https://api.olostep.com/v1/scrapes",
"method": "POST",
"options": {
"allowUnauthorizedCerts": true
},
"jsonBody": "={\n \"url_to_scrape\": \"{{ $('Edit Fields1').item.json.url }}%2C%22pagination%22%3A%7B%22currentPage%22%3A{{ $json.counter }}%7D%7D\",\n \"formats\": [\n \"json\"\n ],\n \"wait_before_scraping\": 6000,\n \"remove_css_selectors\": \"default\",\n \"llm_extract\": {\n \"schema\": {\n \"type\": \"array\",\n \"description\": \"A list of properties listed on the search results page of Zillow.\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"price\": {\n \"type\": \"string\",\n \"description\": \"The price of the property.\"\n },\n \"location\": {\n \"type\": \"string\",\n \"description\": \"The location of the property.\"\n },\n \"url\": {\n \"type\": \"string\",\n \"description\": \"The url of the property.\"\n }\n }\n }\n }\n },\n \"screen_size\": {\n \"screen_type\": \"desktop\",\n \"screen_width\": 1920,\n \"screen_height\": 1080\n }\n}\n",
"sendBody": true,
"sendHeaders": true,
"specifyBody": "json",
"headerParameters": {
"parameters": [
{
"name": "Authorization",
"value": "Bearer <token>"
}
]
}
},
"retryOnFail": false,
"typeVersion": 4.2
},
{
"id": "ea28222e-b6c3-4332-a443-ee50333ade44",
"name": "Edit Fields1",
"type": "n8n-nodes-base.set",
"position": [
400,
272
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "31efce50-54b3-472f-8979-7a968e2e375e",
"name": "url",
"type": "string",
"value": "={{ $json.url.slice(0,-3) }}"
}
]
}
},
"typeVersion": 3.4
}
],
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "a64624b8-91df-48bf-82a7-f16af3be284f",
"connections": {
"Split Out": {
"main": [
[
{
"node": "Insert row",
"type": "main",
"index": 0
}
]
]
},
"Insert row": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Split Out1": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"parsedInfo": {
"main": [
[
{
"node": "Split Out",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "Split Out1",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields1": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items": {
"main": [
[],
[
{
"node": "scrape amazon products",
"type": "main",
"index": 0
}
]
]
},
"On form submission": {
"main": [
[
{
"node": "Edit Fields1",
"type": "main",
"index": 0
}
]
]
},
"scrape amazon products": {
"main": [
[
{
"node": "parsedInfo",
"type": "main",
"index": 0
}
]
]
}
}
}
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About this workflow
This n8n template automates Zillow property data collection by scraping Zillow search results using the Olostep API. It extracts property price, link to listing, and location, removes duplicates, and stores everything in a Google Sheet or Data Table. Real estate analysts and…
Source: https://n8n.io/workflows/11130/ — original creator credit. Request a take-down →
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