Exporting

The export endpoints let you download your entire filtered dataset as a compressed CSV file — up to 1,000,000 records per export. This is the fastest way to extract large amounts of data from the DealMachine API.

How It Works

You send a request with locations, filters, and optional fields — the same parameters you’d use for a search.
DealMachine builds and runs the query against its BigQuery data warehouse.
The results are written to a compressed CSV file and uploaded to cloud storage.
You receive signed download URLs in the response, which you use to download the file(s).

The entire process happens synchronously in a single API call. No polling or webhooks required.

Available Endpoints

Endpoint	Description
Export Properties	Export properties matching your location and filter criteria
Export People	Export people/contacts matching your location and filter criteria
List Exports	List past exports with pagination and status filtering
Get Export	Retrieve a single export by ID to check status or re-download

Important: This Is a Long-Running Request

Unlike most API endpoints that respond in under a second, export requests typically take up to 30 seconds to complete — and can take longer for very large datasets approaching the 1,000,000 record limit. Your HTTP client must be configured to wait for the response. If your client times out before the export completes, you will not receive the download URLs and will need to retry.

Recommended Timeout Settings

Language / Tool	Configuration
cURL	`--max-time 120`
Node.js (fetch)	`signal: AbortSignal.timeout(120_000)`
Python (requests)	`timeout=120`
Go (http.Client)	`client.Timeout = 120 * time.Second`

cURL

curl -X POST "https://api.v2.dealmachine.com/v1/properties/export" \
  -H "Authorization: Bearer dm_sk_live_xxx" \
  -H "Content-Type: application/json" \
  --max-time 120 \
  -d '{ "locations": [{ "type": "state", "code": "TX" }] }'

Python

import requests

response = requests.post(
    "https://api.v2.dealmachine.com/v1/properties/export",
    headers={"Authorization": "Bearer dm_sk_live_xxx"},
    json={
        "locations": [{"type": "state", "code": "TX"}],
        "filters": [
            {"filter_id": "estimated_value", "operator": "range", "value": {"min": 200000, "max": 500000}}
        ]
    },
    timeout=120
)
export = response.json()

for file in export["download_urls"]:
    print(f"Download: {file['url']}")

Node.js

const response = await fetch("https://api.v2.dealmachine.com/v1/properties/export", {
  method: "POST",
  headers: {
    "Authorization": "Bearer dm_sk_live_xxx",
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
    locations: [{ type: "state", code: "TX" }],
    filters: [
      { filter_id: "estimated_value", operator: "range", value: { min: 200000, max: 500000 } }
    ],
  }),
  signal: AbortSignal.timeout(120_000),
});

const export = await response.json();
for (const file of export.download_urls) {
  console.log(`Download: ${file.url}`);
}

List And Previous-Export Filters

Exports support the same Query Builder protocol filters as search. You can export only records in specific lists, exclude records in other lists, and skip records your organization has already exported:

{
  "locations": [],
  "include_lists": { "property_list_ids": [123] },
  "exclude_lists": { "property_list_ids": [456] },
  "exclude_previously_exported": true,
  "fields": ["property_full_address", "estimated_value"]
}

Use people_list_ids on people exports. For advanced export exclusion, pass a full exclude_previously_exported object with properties, people, or companies criteria.

Export Limits

Limit	Value
Max records per export	1,000,000
Max locations per request	15
Max filters per request	50

If your query matches more than 1,000,000 records, the API returns a 400 error with the actual record count. Narrow your filters or break the export into smaller location-based chunks.

Use the count endpoints (Count Properties or Count People) to check how many records match your filters before running an export. Count requests are free and return instantly.

Credits

Data credits follow the entities included in the export. Property rows and chargeable property fields cost 1 property data credit per unique property. Person, phone, email, and returned contact rows cost 1 people data credit per unique person/contact. Credits are deduplicated within your billing period, so entities you’ve already accessed this month are free. The response includes a credits object showing exactly what was charged:

{
  "credits": {
    "used": 15432,
    "properties": 15432
  }
}

If the export would exceed your plan’s credit allowance, the API returns a 429 error before any data is exported. No credits are consumed in this case. See Credits for more details on how billing works.

Downloading the Files

The download_urls array in the response contains one or more signed URLs. Each URL points to a gzip-compressed CSV file (.csv.gz).

{
  "download_urls": [
    {
      "filename": "properties_export_2026-02-17.csv.gz",
      "url": "https://storage.googleapis.com/...",
      "size": 2457600
    }
  ]
}

Download URLs are signed and time-limited. Download the files promptly after receiving the response. If a URL expires, you’ll need to run the export again.

Opening the Files

The exported CSV files are gzip-compressed. Most modern tools handle this automatically:

Tool	How to open
Python (pandas)	`pd.read_csv("export.csv.gz")` — pandas decompresses automatically
Excel	Decompress first with a tool like 7-Zip, then open the `.csv`
Google Sheets	Upload the `.csv.gz` file directly — Sheets decompresses it
Command line	`gunzip export.csv.gz` to decompress, then open the `.csv`

Anchor Types

By default, property exports produce one row per property and people exports produce one row per person. The anchor parameter lets you change what each row represents:

Anchor	Available On	Description
`property`	Properties	One row per property (default for property exports)
`person`	Properties, People	One row per unique person
`phone`	Properties, People	One row per phone number
`email`	Properties, People	One row per email address

For example, if a property has two owners, exporting with anchor: "person" produces two rows — one for each owner. Exporting with anchor: "phone" produces one row per phone number across all contacts.

Concurrency

Only one export can run at a time per organization. If you start an export while another is already running, the API returns a 429 error with the code export_in_progress. Wait for the first export to complete before starting another.

Export History

Every export is saved and can be retrieved later using the List Exports and Get Export endpoints. This is useful for:

Re-downloading files — if you lose a download URL, you can retrieve it from the export record (as long as the export hasn’t expired).
Checking status — see whether a past export completed successfully or failed.
Auditing — review what was exported, when, and how many records were included.

Export records include the status (pending, processing, completed, failed), record count, file size, download URLs, and timestamps. Download URLs are time-limited — expired URLs require a new export.

Best Practices

Check the count first. Use the count endpoint to verify the number of matching records before exporting. This is free and helps you avoid hitting the 1,000,000 record limit.
Set generous timeouts. Configure your HTTP client with a timeout of at least 120 seconds. Exports of 500K+ records can take over a minute.
Download immediately. Signed download URLs expire after a limited time. Save the files to disk as soon as you receive the response.
Break large exports into chunks. If you need more than 1,000,000 records, split your request by location (e.g., export one state at a time) or use narrower filters.
Use filters to reduce cost. The more targeted your export, the fewer credits you consume. Add filters to limit results to the records you actually need.

Getting Started

Searching

Data & Fields

Responses

Usage

CLI

Reference

AI Assistants

How It Works

Available Endpoints

Important: This Is a Long-Running Request

Recommended Timeout Settings

List And Previous-Export Filters

Export Limits

Credits

Downloading the Files

Opening the Files

Anchor Types

Concurrency

Export History

Best Practices

​How It Works

​Available Endpoints

​Important: This Is a Long-Running Request

​Recommended Timeout Settings

​List And Previous-Export Filters

​Export Limits

​Credits

​Downloading the Files

​Opening the Files

​Anchor Types

​Concurrency

​Export History

​Best Practices

How It Works

Available Endpoints

Important: This Is a Long-Running Request

Recommended Timeout Settings

List And Previous-Export Filters

Export Limits

Credits

Downloading the Files

Opening the Files

Anchor Types

Concurrency

Export History

Best Practices