Real Estate

Property Finder UAE Agents & Brokerages

The Property Finder UAE agent and brokerage directory (Dubai by default): agent name, RERA BRN, brokerage, nationality, languages, SuperAgent and verified flags, live listing counts by sale/rent and residential/commercial, closed deals and deal volume shown on the profile, ratings and reviews; brokerages with ORN licence, listing counts, agent and SuperAgent counts and branches. No personal phone numbers or emails.

propertyfinder-agentspropertyfinderreal-estateagentsbrokersdubaiuaedirectory

0 rows in the dataset

Download the dataset

Get every row this scraper has collected as one CSV or JSONL file. If the data is older than maxAgeHours, the scraper is re-run with its configured settings first. The key needs the datasets:export scope.

DOWNLOAD_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/datasets/propertyfinder-agents/downloads" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{"maxAgeHours":24,"format":"csv"}' | jq -r '.id')while true; do  STATUS=$(curl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID" \    -H "Authorization: Bearer $PANDORLABS_KEY" | jq -r '.status')  [ "$STATUS" != "refreshing" ] && break  sleep 5donecurl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID/file" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -o dataset.csv

The rate is 1 credit per 100 rows cached and 2 credits live, charged on the rows in the dataset when the download becomes ready. A failed refresh is not charged. The file stays downloadable for 24 hours. See pricing.

Start a run

To choose the targets yourself, send the parameters below as input. The call returns 202 with the run; the key needs the scrapers:run scope and the account a positive credit balance.

curl -X POST "https://api.pandorlabs.com/v1/scrapers/propertyfinder-agents/runs" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{    "input": {      "locationId": "1",      "includeAgents": true,      "includeBrokerages": true,      "concurrency": 3    }  }'

A run is billed at the live rate once it finishes: 2 credits per 100 rows it collected. A run that collects nothing costs nothing.

Parameters

Every parameter is optional. Anything you leave out uses the default shown here; an unknown name or an invalid value is rejected with a 400 that lists each problem.

Targeting

locationId
enum
Emirate
Default
1
Allowed values
all
1
6
4
5
3
2
7
8
includeAgents
boolean
Agents
Default
true
includeBrokerages
boolean
Brokerages
Default
true

Advanced

concurrency
number
Parallel requests
Default
3
Range
1 to 8

Input as JSON Schema

The same schema the API validates against. Use it as a tool input schema or to generate a typed client.

inputSchema

{  "type": "object",  "additionalProperties": false,  "properties": {    "locationId": {      "type": "string",      "enum": [        "all",        "1",        "6",        "4",        "5",        "3",        "2",        "7",        "8"      ],      "title": "Emirate",      "default": "1"    },    "includeAgents": {      "type": "boolean",      "title": "Agents",      "default": true    },    "includeBrokerages": {      "type": "boolean",      "title": "Brokerages",      "default": true    },    "concurrency": {      "type": "number",      "minimum": 1,      "maximum": 8,      "title": "Parallel requests",      "default": 3    }  }}

Run, poll, read rows

The run is asynchronous. Poll it until it reaches a terminal status and its billing is paid, then page through its rows. Until then the rows endpoint answers 409 (still queued or running) or 402 (payment required).

RUN_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/scrapers/propertyfinder-agents/runs" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{    "input": {      "locationId": "1",      "includeAgents": true,      "includeBrokerages": true,      "concurrency": 3    }  }' | jq -r '.id')while true; do  RUN=$(curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID" \    -H "Authorization: Bearer $PANDORLABS_KEY")  STATUS=$(echo "$RUN" | jq -r '.status')  BILLING=$(echo "$RUN" | jq -r '.billing.status')  case "$STATUS" in queued|running) ;; *) [ "$BILLING" != "pending" ] && break ;; esac  sleep 5doneecho "$RUN" | jq '{status, rowCount, billing}'curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID/rows?page=1&limit=100" \  -H "Authorization: Bearer $PANDORLABS_KEY"

See the API reference for pagination, cancelling and listing runs.

Output fields

Rows have no fixed schema; these are the fields observed in the rows collected so far. Coverage is the share of rows where the field is present.

No rows collected yet, so no fields have been observed. Run the scraper once and they will appear here.