# US Law Enforcement, Corrections & Public Safety Leads Scraper (`scrapesage/us-law-enforcement-leads`) Actor

Scrape every US law enforcement agency (police, sheriff, state, federal, tribal & campus), correctional facility, EMS station & 911/EOC: name, address, phone, type, staffing, capacity, NAICS, website, geo + lead score. Filter by category, state & size. Official HIFLD gov data + monitor mode.

- **URL**: https://apify.com/scrapesage/us-law-enforcement-leads.md
- **Developed by:** [Scrape Sage](https://apify.com/scrapesage) (community)
- **Categories:** Lead generation, Automation, Other
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

$5.00 / 1,000 public-safety agency lead records

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js/docs.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## US Law Enforcement, Corrections & Public Safety Leads Scraper

Build the **complete map of US public-safety agencies** — every **law enforcement agency** (local & municipal police, sheriff's offices, state police & highway patrol, federal, tribal and campus police), every **correctional facility** (prisons, jails & detention centers), plus optional **EMS / ambulance stations** and **911 / emergency-operations centers** — in one clean, structured dataset. Each record is a ready-to-use **B2B lead**: agency name, full address, phone, agency type, staffing & capacity, NAICS, website, geo coordinates and a **0-100 lead score**.

Data comes straight from **official US government open data (HIFLD — Homeland Infrastructure Foundation-Level Data)**. No login, no cookies, no browser, no API key — fast, reliable extraction of ~23,000 law enforcement agencies, ~6,500 correctional facilities, ~42,000 EMS stations and ~5,900 emergency-operations centers.

### Why this scraper?

Generic "verified-email" lead scrapers grab a handful of agencies off Google Maps and miss the data that actually matters for selling to government. This actor reads the authoritative national registry directly and ships the **richest public-safety dataset in the category** — agency type, sworn-officer counts, inmate capacity & security level, EMS personnel & fleet, NAICS and geo — merged across four agency types into one unified schema.

| Data | Generic crawlers | This actor |
|---|---|---|
| Agency name, full address | partial | ✅ ~100% |
| Phone number | partial | ✅ ~90%+ |
| Agency **type** (police / sheriff / state / federal / tribal / campus) | ❌ | ✅ normalized |
| **Sworn-officer staffing** (full/part-time, civilians) | ❌ | ✅ law enforcement |
| Correctional **capacity & security level** | ❌ | ✅ corrections |
| EMS **personnel & fleet** (ambulances, trucks) | ❌ | ✅ EMS |
| **NAICS, county FIPS, geo coordinates** | ❌ | ✅ |
| Website | partial | ✅ when published |
| Lead score + lead signals | ❌ | ✅ 0-100 |
| One unified dataset across 4 agency types | ❌ | ✅ |
| Only-new / changed monitoring | ❌ | ✅ monitor mode |

### Who buys this data?

Public-safety and govtech vendors sell into a **high-budget, hard-to-list market**. This is the prospecting list:

- **Govtech & public-safety software** — CAD / RMS / dispatch, records management, evidence, ALPR, body-worn cameras, drones, real-time crime centers.
- **Corrections vendors** — inmate communications, commissary, correctional healthcare, food service, JMS / offender-management software, tablets.
- **EMS & fleet** — ambulance manufacturers, EMS software / ePCR, medical supplies, vehicle upfitters, fuel & telematics.
- **Equipment & uniforms** — duty gear, firearms & less-lethal, fleet vehicles, radios & communications.
- **Training, consulting & staffing** — academies, policy/compliance (e.g. accreditation), recruiting, grant-writing.
- **Grants, GIS & analytics** — anyone targeting agencies by size, type, jurisdiction or geography.

### Use cases

- **Lead generation** — export every agency in a state or county with type, size and phone, then load your CRM or outreach sequence.
- **Territory & TAM planning** — size your market by agency type, sworn-officer count or inmate capacity.
- **Government RFP / bid targeting** — build account lists by jurisdiction and agency category.
- **Competitive & market research** — map the full universe of agencies in a region, not just the ones with a website.
- **Data enrichment** — append agency type, NAICS, county FIPS and geo to your existing account list.

### How to use

1. [Sign up for Apify](https://console.apify.com/sign-up) — the free plan is enough to try this actor.
2. Open the **US Law Enforcement, Corrections & Public Safety Leads Scraper**, pick your **categories** (Law enforcement + Corrections by default) and add a **state** (e.g. `TX`) to target a market.
3. Click **Start** and watch results stream into the dataset table.
4. **Export** as JSON, CSV, Excel, XML or RSS — or pull results programmatically via the [Apify API](https://docs.apify.com/api/v2).

### Input

```json
{
    "categories": ["lawEnforcement", "corrections"],
    "states": ["TX"],
    "agencyTypes": ["Sheriff", "Local"],
    "minSwornOfficers": 25,
    "hasPhone": true,
    "maxResults": 1000,
    "sortBy": "leadScore"
}
````

- **categories** *(default `lawEnforcement` + `corrections`)* — any of `lawEnforcement`, `corrections`, `ems`, `eoc`. EMS and 911/EOC are optional add-ons (fire departments are in our separate [US Fire Department Leads](https://apify.com/scrapesage/us-fire-department-leads-scraper) actor).
- **states / cities / counties / zipCodes** — location filters (USPS state codes, case-insensitive city/county contains, ZIP prefix). All optional, combine with AND.
- **nameQuery** — only agencies whose name contains this text.
- **agencyTypes** — keep only matching types (e.g. `Sheriff`, `State Police`, `Campus`, `Tribal`, `Federal`, `County Jail`, `State Prison`).
- **tribalOnly** — only tribal / Native American law enforcement.
- **minSwornOfficers / minInmateCapacity** — size thresholds to target larger, higher-budget agencies.
- **hasPhone / hasWebsite / hasEmail** — require a contact channel.
- **maxResults** *(default 1000)* — top-N by your sort order.
- **sortBy** *(default `leadScore`)* — `leadScore`, `agencySize`, `name`, `state`, or `source`.
- **monitorMode / monitorKey** — only return new / changed agencies across runs (see below).
- **proxyConfiguration** — optional; HIFLD needs no proxy (default off is fastest).

### Output

By default you get **one clean, dense table of agencies** — every column applies to every row. A law-enforcement record:

```json
{
    "category": "lawEnforcement",
    "categoryLabel": "Law enforcement agency",
    "name": "Travis County Sheriffs Office",
    "agencyType": "Sheriff",
    "rawAgencyType": "COUNTY SHERIFFS OFFICE",
    "address1": "5555 AIRPORT BLVD",
    "city": "Austin",
    "county": "Travis",
    "countyFips": "48453",
    "state": "TX",
    "zip": "78751",
    "fullAddress": "5555 AIRPORT BLVD, Austin, TX, 78751",
    "latitude": 30.31, "longitude": -97.71,
    "phone": "(512) 854-9770",
    "website": "http://www.tcsheriff.org",
    "naicsCode": "922120",
    "naicsDescription": "Police Protection",
    "isTribal": false,
    "totalSwornOfficers": 1480,
    "staffing": { "fullTimeSwornOfficers": 1450, "partTimeSwornOfficers": 30, "fullTimeCivilians": 620 },
    "bestPhone": "(512) 854-9770",
    "leadScore": 88,
    "leadSignals": ["Has phone number", "Has website", "Large agency (100+ sworn officers)", "Primary policing agency"],
    "mapUrl": "https://www.google.com/maps/search/?api=1&query=30.31,-97.71",
    "sourceDatasetUrl": "https://hifld-geoplatform.hub.arcgis.com/datasets/local-law-enforcement-locations",
    "scrapedAt": "2026-06-21T12:00:00.000Z",
    "sourceFields": { "...": "every original HIFLD attribute, untouched" }
}
```

Correctional facilities add `inmateCapacity`, `securityLevel` and `inmatePopulation`. EMS records add `personnel`, `fleet` (ambulances, trucks), `serviceLevel` and `owner`. 911/EOC records add `email`, `fax`, `dispatchPhone`, `governmentLevel`, `totalStaff` and `capacity`. Every record also carries a full `sourceFields` object with the **complete, untouched original attributes**, so nothing is ever lost.

#### What to expect (field coverage)

HIFLD is government-maintained, so a few fields are populated only when the source agency reported them. Typical coverage:

| Category | Always present | Usually present | Present when reported |
|---|---|---|---|
| **Law enforcement** | name, address, state, type | phone ~90%, county/FIPS, NAICS | sworn-officer counts, website |
| **Corrections** | name, address, state, type | phone, capacity | security level, website |
| **EMS** | name, address, state | phone, type | personnel, fleet, service level, owner |
| **911 / EOC** | name, address, state | phone | email, fax, staff, capacity, gov level |

A blank field means the source didn't publish it for that record — not that scraping failed. Nothing is dropped.

### Monitor mode — only new & changed agencies

Turn on **monitorMode** and the actor remembers every agency it has returned (in a per-key store). On later runs it emits only **new** or **changed** records, each tagged with a `monitorEvent` of `new` or `updated` — perfect for catching newly added agencies, facility openings, contact changes and capacity changes.

This **complements** Apify's built-in scheduler rather than conflicting with it: a [Schedule](https://docs.apify.com/platform/schedules) decides *when* the actor runs; monitor mode decides *what's new* each time. Use a distinct `monitorKey` per saved search (e.g. `tx-sheriffs`) so each market tracks independently.

### Automate & schedule

Run this actor on autopilot and pull results into your own stack:

- **[Apify API](https://docs.apify.com/api/v2)** — start runs, fetch datasets, manage schedules over REST.
- **[apify-client for JavaScript](https://docs.apify.com/api/client/js/)** and **[Python](https://docs.apify.com/api/client/python/)** — official SDKs.
- **[Schedules](https://docs.apify.com/platform/schedules)** — run it weekly/monthly with monitor mode to capture new agencies as the registry updates.
- **[Webhooks](https://docs.apify.com/platform/integrations/webhooks)** — trigger downstream actions (CRM import, Slack alert, email sequence) the moment a run finishes.

```js
import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'MY_APIFY_TOKEN' });

const run = await client.actor('scrapesage/us-law-enforcement-leads').call({
    categories: ['lawEnforcement', 'corrections'],
    states: ['TX'],
    minSwornOfficers: 25,
    maxResults: 1000,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(`Got ${items.length} agencies`);
```

### Integrate with any app

Connect the dataset to 5,000+ apps — no code required:

- **[Make](https://docs.apify.com/platform/integrations/make)** — multi-step automation scenarios.
- **[Zapier](https://docs.apify.com/platform/integrations/zapier)** — push new agency leads straight into your CRM.
- **[Slack](https://docs.apify.com/platform/integrations/slack)** — get notified when monitored markets add agencies.
- **[Google Drive / Sheets](https://docs.apify.com/platform/integrations/drive)** — auto-export every run to a spreadsheet.
- **[Airbyte](https://docs.apify.com/platform/integrations/airbyte)** — pipe results into your data warehouse.
- **[GitHub](https://docs.apify.com/platform/integrations/github)** — trigger runs from commits or releases.

### Use with AI assistants (MCP)

The output is clean, LLM-ready JSON. Call this actor from Claude, ChatGPT or any agent framework through the **[Apify MCP server](https://docs.apify.com/platform/integrations/mcp)** — ask your assistant to "list every sheriff's office in Texas with 25+ sworn officers and a phone number" and let it run the scraper for you.

### More US B2B lead scrapers from scrapesage

Build a complete **government, public-sector & B2B lead-gen stack** from official registries:

- **[US Fire Department Leads Scraper](https://apify.com/scrapesage/us-fire-department-leads-scraper)** — fire & rescue departments from the USFA registry (the public-safety sibling to this actor).
- **[US Healthcare Facility Leads Scraper](https://apify.com/scrapesage/us-healthcare-facility-leads-scraper)** — hospitals, ASCs, dialysis, SNFs, home health & hospice from CMS.
- **[US Schools Scraper](https://apify.com/scrapesage/us-schools-scraper)** — K-12 schools, districts & colleges from NCES + IPEDS.
- **[US Property Records Scraper](https://apify.com/scrapesage/us-property-records-scraper)** — parcels, owners & mailing addresses from county assessors.
- **[US Business Formation Scraper](https://apify.com/scrapesage/us-business-formation-scraper)** — newly registered LLCs & corporations from Secretary of State filings.
- **[FMCSA Trucking Scraper](https://apify.com/scrapesage/fmcsa-trucking-scraper)** — motor carriers, fleets & safety data.
- **[US Contractor License Scraper](https://apify.com/scrapesage/us-contractor-license-scraper)** — licensed contractors across states.
- **[NPI Registry Scraper](https://apify.com/scrapesage/npi-nppes-scraper)** — US healthcare provider NPI directory.
- **[SAM.gov Scraper](https://apify.com/scrapesage/sam-gov-scraper)** — federal contract opportunities.
- **[Website Contact Scraper](https://apify.com/scrapesage/website-contact-scraper)** — enrich any agency website with emails, phones & socials.

### Tips

- **Always set a `state`** (or city/county) — it filters server-side, so runs are faster and cheaper than scanning the whole country.
- **Target larger agencies** with `minSwornOfficers` (law enforcement) or `minInmateCapacity` (corrections) — bigger agencies mean bigger budgets.
- **Need emails?** Turn on the **911 / EOC** category — emergency-operations centers frequently publish an email and fax. Then run the [Website Contact Scraper](https://apify.com/scrapesage/website-contact-scraper) over the `website` field to enrich the rest.
- **Recurring monitoring**: combine [Schedules](https://docs.apify.com/platform/schedules) with `monitorMode` to track a state and only pull new or changed agencies.

### FAQ

**Where does the data come from?** Official US government **HIFLD (Homeland Infrastructure Foundation-Level Data)** open datasets, served as keyless ArcGIS feature services on the FEMA / HIFLD GeoPlatform. The underlying sources include the DOJ/BJS law-enforcement census and the HIFLD prison, EMS and EOC layers.

**Does it need an API key or login?** No. Everything is public, keyless and no-browser.

**Does it include emails?** Law-enforcement and corrections records are phone-and-website oriented (government agencies rarely publish a generic email in these registries). The **911 / EOC** category often does include email — and you can enrich any record's `website` with our [Website Contact Scraper](https://apify.com/scrapesage/website-contact-scraper).

**Are fire departments included?** Not in the default categories — fire & rescue departments have their own, richer source and live in our [US Fire Department Leads Scraper](https://apify.com/scrapesage/us-fire-department-leads-scraper). EMS stations (which overlap some fire-based EMS) are available here as an optional category.

**How fresh is it?** HIFLD layers update periodically (not daily). Agency names, addresses and phones are stable; use `monitorMode` on a schedule to capture changes as they land.

**Can I export to Google Sheets, CSV or Excel?** Yes — one click in the dataset view, or automatically on every run via the [Google Drive integration](https://docs.apify.com/platform/integrations/drive).

**A field is empty — why?** The source agency didn't report it. Fields are blank only when the data isn't published — never because the scraper skipped it; the full original record is always in `sourceFields`.

**Is this legal?** The actor collects publicly available government data only. You're responsible for using it in compliance with applicable laws and the source terms.

### Need help?

Open an issue on the actor's **Issues** tab, or visit the [Apify help center](https://help.apify.com/). Feature requests are welcome — this actor is actively maintained.

# Actor input Schema

## `categories` (type: `array`):

Which public-safety agency types to pull. <b>Law enforcement</b> (~23k local/county/state/federal/tribal/campus police agencies — with sworn-officer staffing) and <b>Corrections</b> (~6k prisons, jails & detention facilities — with capacity & security level) are the core. <b>EMS / ambulance</b> (~42k stations) and <b>911 / Emergency Operations Centers</b> (~6k, many with email) are optional add-ons. Note: fire departments are covered by our separate US Fire Department Leads actor.

## `states` (type: `array`):

Filter by state — two-letter USPS codes, e.g. <code>CA</code>, <code>TX</code>, <code>NY</code>, <code>FL</code>. Leave empty for all states & territories (slower; scans the whole country).

## `cities` (type: `array`):

Filter by city name (case-insensitive contains), e.g. <code>Houston</code>, <code>Phoenix</code>. Combine with a state for accuracy.

## `counties` (type: `array`):

Filter by county name (case-insensitive contains), e.g. <code>Harris</code>, <code>Maricopa</code>.

## `zipCodes` (type: `array`):

Filter by ZIP — full ZIP (<code>77002</code>) or a prefix (<code>770</code> matches all 770xx).

## `nameQuery` (type: `string`):

Only return agencies whose name contains this text (case-insensitive), e.g. <code>county</code>, <code>university</code>, or a specific agency name.

## `agencyTypes` (type: `array`):

Keep only agencies whose normalized or raw type contains one of these words (case-insensitive), e.g. <code>Sheriff</code>, <code>State Police</code>, <code>Campus</code>, <code>Tribal</code>, <code>Federal</code>, <code>County Jail</code>, <code>State Prison</code>. Leave empty for all.

## `tribalOnly` (type: `boolean`):

Only return tribal / Native American law enforcement agencies.

## `minSwornOfficers` (type: `integer`):

Only law-enforcement agencies with at least this many sworn officers (full-time + part-time). Great for targeting larger, higher-budget departments. E.g. <code>25</code>.

## `minInmateCapacity` (type: `integer`):

Only correctional facilities with at least this rated inmate capacity. E.g. <code>250</code>.

## `hasPhone` (type: `boolean`):

Only return agencies that include a phone number.

## `hasWebsite` (type: `boolean`):

Only return agencies that include a website.

## `hasEmail` (type: `boolean`):

Only return agencies that include an email address (primarily 911 / Emergency Operations Centers).

## `maxResults` (type: `integer`):

Maximum number of agency records to return. The actor ranks by your chosen sort order and returns the top N. Lower this for quick, cheap test runs.

## `sortBy` (type: `string`):

Ordering of the returned records.

## `deduplicateResults` (type: `boolean`):

Drop duplicate agencies (by category + agency ID) within a run.

## `monitorMode` (type: `boolean`):

Remember which agencies were already returned (in a per-key store) and, on later runs, emit only <b>new</b> or <b>changed</b> records — each tagged with <code>monitorEvent</code>. Combine with Apify Schedules to auto-detect new agencies, openings, contact changes and capacity changes. Does not conflict with scheduling — it simply de-duplicates across runs.

## `monitorKey` (type: `string`):

Names the memory used by monitor mode. Use a different key per saved search / market (e.g. <code>tx-sheriffs</code>) so they track independently.

## `proxyConfiguration` (type: `object`):

Proxy settings. HIFLD open data is served directly from US government ArcGIS endpoints and needs no proxy — the default (no proxy) is fastest. You may enable Apify Proxy if you prefer.

## Actor input object example

```json
{
  "categories": [
    "lawEnforcement",
    "corrections"
  ],
  "states": [
    "WY"
  ],
  "tribalOnly": false,
  "hasPhone": false,
  "hasWebsite": false,
  "hasEmail": false,
  "maxResults": 1000,
  "sortBy": "leadScore",
  "deduplicateResults": true,
  "monitorMode": false,
  "monitorKey": "default",
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `results` (type: `string`):

All scraped law-enforcement, corrections, EMS and EOC agency records in the default dataset, each with firmographics, contacts, agency type, size signals and a lead score.

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "categories": [
        "lawEnforcement",
        "corrections"
    ],
    "states": [
        "WY"
    ],
    "maxResults": 1000
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapesage/us-law-enforcement-leads").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "categories": [
        "lawEnforcement",
        "corrections",
    ],
    "states": ["WY"],
    "maxResults": 1000,
}

# Run the Actor and wait for it to finish
run = client.actor("scrapesage/us-law-enforcement-leads").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "categories": [
    "lawEnforcement",
    "corrections"
  ],
  "states": [
    "WY"
  ],
  "maxResults": 1000
}' |
apify call scrapesage/us-law-enforcement-leads --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=scrapesage/us-law-enforcement-leads",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "US Law Enforcement, Corrections & Public Safety Leads Scraper",
        "description": "Scrape every US law enforcement agency (police, sheriff, state, federal, tribal & campus), correctional facility, EMS station & 911/EOC: name, address, phone, type, staffing, capacity, NAICS, website, geo + lead score. Filter by category, state & size. Official HIFLD gov data + monitor mode.",
        "version": "0.1",
        "x-build-id": "Js5uGQLTdPvUHRWP1"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scrapesage~us-law-enforcement-leads/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scrapesage-us-law-enforcement-leads",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scrapesage~us-law-enforcement-leads/runs": {
            "post": {
                "operationId": "runs-sync-scrapesage-us-law-enforcement-leads",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scrapesage~us-law-enforcement-leads/run-sync": {
            "post": {
                "operationId": "run-sync-scrapesage-us-law-enforcement-leads",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "categories": {
                        "title": "Agency categories",
                        "type": "array",
                        "description": "Which public-safety agency types to pull. <b>Law enforcement</b> (~23k local/county/state/federal/tribal/campus police agencies — with sworn-officer staffing) and <b>Corrections</b> (~6k prisons, jails & detention facilities — with capacity & security level) are the core. <b>EMS / ambulance</b> (~42k stations) and <b>911 / Emergency Operations Centers</b> (~6k, many with email) are optional add-ons. Note: fire departments are covered by our separate US Fire Department Leads actor.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "lawEnforcement",
                                "corrections",
                                "ems",
                                "eoc"
                            ],
                            "enumTitles": [
                                "Law enforcement (police, sheriff, state, federal, tribal, campus)",
                                "Corrections (prisons, jails & detention facilities)",
                                "EMS / ambulance stations (optional)",
                                "911 / Emergency Operations Centers (optional)"
                            ]
                        },
                        "default": [
                            "lawEnforcement",
                            "corrections"
                        ]
                    },
                    "states": {
                        "title": "States",
                        "type": "array",
                        "description": "Filter by state — two-letter USPS codes, e.g. <code>CA</code>, <code>TX</code>, <code>NY</code>, <code>FL</code>. Leave empty for all states & territories (slower; scans the whole country).",
                        "items": {
                            "type": "string"
                        }
                    },
                    "cities": {
                        "title": "Cities",
                        "type": "array",
                        "description": "Filter by city name (case-insensitive contains), e.g. <code>Houston</code>, <code>Phoenix</code>. Combine with a state for accuracy.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "counties": {
                        "title": "Counties",
                        "type": "array",
                        "description": "Filter by county name (case-insensitive contains), e.g. <code>Harris</code>, <code>Maricopa</code>.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "zipCodes": {
                        "title": "ZIP codes (prefix)",
                        "type": "array",
                        "description": "Filter by ZIP — full ZIP (<code>77002</code>) or a prefix (<code>770</code> matches all 770xx).",
                        "items": {
                            "type": "string"
                        }
                    },
                    "nameQuery": {
                        "title": "Name contains",
                        "type": "string",
                        "description": "Only return agencies whose name contains this text (case-insensitive), e.g. <code>county</code>, <code>university</code>, or a specific agency name."
                    },
                    "agencyTypes": {
                        "title": "Agency types",
                        "type": "array",
                        "description": "Keep only agencies whose normalized or raw type contains one of these words (case-insensitive), e.g. <code>Sheriff</code>, <code>State Police</code>, <code>Campus</code>, <code>Tribal</code>, <code>Federal</code>, <code>County Jail</code>, <code>State Prison</code>. Leave empty for all.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "tribalOnly": {
                        "title": "Tribal law enforcement only",
                        "type": "boolean",
                        "description": "Only return tribal / Native American law enforcement agencies.",
                        "default": false
                    },
                    "minSwornOfficers": {
                        "title": "Min sworn officers (law enforcement)",
                        "type": "integer",
                        "description": "Only law-enforcement agencies with at least this many sworn officers (full-time + part-time). Great for targeting larger, higher-budget departments. E.g. <code>25</code>."
                    },
                    "minInmateCapacity": {
                        "title": "Min inmate capacity (corrections)",
                        "type": "integer",
                        "description": "Only correctional facilities with at least this rated inmate capacity. E.g. <code>250</code>."
                    },
                    "hasPhone": {
                        "title": "Has phone only",
                        "type": "boolean",
                        "description": "Only return agencies that include a phone number.",
                        "default": false
                    },
                    "hasWebsite": {
                        "title": "Has website only",
                        "type": "boolean",
                        "description": "Only return agencies that include a website.",
                        "default": false
                    },
                    "hasEmail": {
                        "title": "Has email only",
                        "type": "boolean",
                        "description": "Only return agencies that include an email address (primarily 911 / Emergency Operations Centers).",
                        "default": false
                    },
                    "maxResults": {
                        "title": "Max results",
                        "type": "integer",
                        "description": "Maximum number of agency records to return. The actor ranks by your chosen sort order and returns the top N. Lower this for quick, cheap test runs.",
                        "default": 1000
                    },
                    "sortBy": {
                        "title": "Sort by",
                        "enum": [
                            "leadScore",
                            "agencySize",
                            "name",
                            "state",
                            "source"
                        ],
                        "type": "string",
                        "description": "Ordering of the returned records.",
                        "default": "leadScore"
                    },
                    "deduplicateResults": {
                        "title": "De-duplicate",
                        "type": "boolean",
                        "description": "Drop duplicate agencies (by category + agency ID) within a run.",
                        "default": true
                    },
                    "monitorMode": {
                        "title": "Monitor mode (only new / changed)",
                        "type": "boolean",
                        "description": "Remember which agencies were already returned (in a per-key store) and, on later runs, emit only <b>new</b> or <b>changed</b> records — each tagged with <code>monitorEvent</code>. Combine with Apify Schedules to auto-detect new agencies, openings, contact changes and capacity changes. Does not conflict with scheduling — it simply de-duplicates across runs.",
                        "default": false
                    },
                    "monitorKey": {
                        "title": "Monitor key",
                        "type": "string",
                        "description": "Names the memory used by monitor mode. Use a different key per saved search / market (e.g. <code>tx-sheriffs</code>) so they track independently.",
                        "default": "default"
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Proxy settings. HIFLD open data is served directly from US government ArcGIS endpoints and needs no proxy — the default (no proxy) is fastest. You may enable Apify Proxy if you prefer.",
                        "default": {
                            "useApifyProxy": false
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```