# Kbb Cars Search Scraper (`stealth_mode/kbb-cars-search-scraper`) Actor Scrape Kelley Blue Book car listings with ease. This scraper collects VIN, pricing, mileage, fuel type, images, specs, and 55+ fields per vehicle — perfect for dealers, analysts, and automotive data teams. - **URL**: https://apify.com/stealth\_mode/kbb-cars-search-scraper.md - **Developed by:** [Stealth mode](https://apify.com/stealth_mode) (community) - **Categories:** Automation, Developer tools, E-commerce - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $2.00 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. 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.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.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/platform/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 ## KBB.com Cars Scraper: Extract Used & New Car Listings at Scale --- ### What Is KBB.com? Kelley Blue Book (kbb.com) is one of the most trusted automotive marketplaces in the United States, offering new and used car listings alongside industry-standard vehicle valuations. With hundreds of thousands of active listings, manually collecting pricing trends, inventory data, or competitive intel is impractical. The **KBB.com Cars Scraper** automates this entirely — turning search result pages into structured, analysis-ready datasets. --- ### Overview The **KBB Cars Search Scraper** extracts vehicle listings from KBB.com search pages, delivering rich records with 55+ fields per car. It is built for: - **Auto dealers** monitoring market pricing and competitor inventory - **Data analysts** tracking depreciation trends or regional demand - **Fintech & insurance platforms** enriching vehicle databases - **Developers** powering car comparison or aggregator tools The scraper handles paginated search results, respects configurable item limits, and gracefully skips failed URLs to keep bulk runs uninterrupted. --- ### Input Format ```json { "urls": ["https://www.kbb.com/cars-for-sale/all"], "ignore_url_failures": true, "max_items_per_url": 50 } ```` | Field | Type | Default | Description | |---|---|---|---| | `urls` | `array` | `["https://www.kbb.com/cars-for-sale/all"]` | One or more KBB search/listing URLs to scrape. Supports bulk entry. Filter by make, model, ZIP, price range, etc. via KBB's search UI before copying the URL. | | `max_items_per_url` | `integer` | `20` | Maximum number of vehicle records to collect per URL. Increase for larger datasets. | | `ignore_url_failures` | `boolean` | `true` | If `true`, the scraper continues running when a URL fails instead of stopping the entire run — recommended for bulk jobs. | > **Tip:** Use KBB's search filters (make, model, year, ZIP, price range) to narrow results before copying the URL. This yields more targeted data without hitting item limits on broad queries. *** ### Output Format ```json { "accelerate": false, "all_in_pricing": false, "body_styles": [ { "code": "TRUCKS", "name": "Truck" } ], "body_style_sub_type": [ { "name": "Fullsize Crew Cab" } ], "color": { "exterior_color": "Star White Metallic Tri-coat", "exterior_color_simple": "WHITE", "interior_color": "Space Gray", "interior_color_simple": "GRAY" }, "days_on_site": 326, "description": { "has_more": true, "label": "WE DELIVER! BUY ONLINE-TEXT-EMAIL-CHAT-PHONE AND WE WILL DELIVER YOUR NEXT VEHICLE TO YOUR DOOR! FROM OUR SALES FLOOR TO YOUR DOOR! IT'S THA..." }, "displacement_uom": null, "doors": "4", "drive_type": { "description": "All wheel drive", "name": "AWD4WD" }, "electric_component_info": { "battery_range": 300, "battery_type": "Lithium-Ion", "battery_capacity": 0, "battery_efficiency_combined": 51, "battery_efficiency_city": 46, "battery_efficiency_highway": 56, "battery_energy_capacity": 410, "battery_maximum_charge_rate": 150, "charging_level_max": "DC Level 2", "charging_levels_all": [ "AC Level 1", "AC Level 2", "DC Level 1", "DC Level 2" ], "charging_port_side": "Driver", "connector_types": "CCS", "electric_motor_count": 2, "epa_charge_time_at240_v": 14.6 }, "engine": { "code": "EL", "name": "Electric" }, "fuel_type": { "code": "E", "group": "Electric", "name": "Electric" }, "has_leather_seats": true, "id": 752113639, "images": { "primary": 0, "sources": [ { "alt": "New 2025 Ford F150 Lightning Platinum", "src": "https://atcimages.kbb.com/hn/c/0c95d230758e4355b09c4e56e553abdd.jpg", "width": 640, "height": 480 } ] }, "insurify_enabled": true, "fyusion": false, "insurance_partner_enabled": true, "is_hot": false, "is_newly_listed": false, "is_reduced_price": false, "lifestyle_categories": [ "Unavailable" ], "listing_type": "NEW", "listing_types": [ { "code": "NEW", "name": "New" } ], "make": { "code": "FORD", "name": "Ford" }, "make_code": "FORD", "mileage": { "label": "Mileage", "value": "26" }, "model": { "code": "FORF150LIG", "name": "F150 Lightning" }, "model_code": "FORF150LIG", "mpg_city": null, "mpg_highway": null, "owner_id": 86735, "payment_services": { "active_dealer_track": true, "cox_auto_dr_enabled": false, "payment_service_active": true, "preferred_lender_specified": true, "dealer_settings": { "cash_deal_price": 72842, "taxes_fees_enabled": true, "ui_enabled": false, "disable_trade": false, "lease_enabled": true, "price_breakdown_enabled": false }, "payment_calculation_url": "dealerZip=49036&mileage=26&vin=1FT6W7L71SWG20477&certifiedUsed=false&listingType=New&fueltype=Electric&styleId=463679&trim=Platinum&bodyType=Truck&transmission=Automatic&dealerDiscountedPrice=81842&msrp=88585"ePreference=All&salePrice=72842&dealerId=86735&partnerId=AMK&enableLease=true&disableIncentives=true&hasSpecialOffers=false&useDealerDefaultDealerFees=true", "incentives_url": "listingType=New&vin=1FT6W7L71SWG20477&dealerId=86735&partnerId=AMK", "digital_retailing_type": "dealerTrackConfigured" }, "price_advisor_enabled": false, "price_advisor_rule_enabled": false, "pricing_detail": { "dealer_discounted_price": 81842, "discounts": [ { "label": "Dealer Offer", "value": 15743 } ], "incentive": 72842, "kbb_fpp_amount": 80300, "kbb_fpp_delta": 7458, "kbb_fpp_high_amount": 82400, "kbb_fpp_low_amount": 78300, "is_mismatch": true, "msrp": 88585, "no_price_label": "Contact Dealer For Price", "price_valid_until": "2026-06-21", "sale_price": 72842 }, "market_extension": { "is_market_ext_listing": true, "is_virtual_dealer": false, "long_haul_delivery": false, "shipping_cost": 0, "distance": 0 }, "specifications": { "interior_color": { "label": "Interior Color", "value": "Gray" }, "mile_range": { "label": "Mile Range", "value": "300 EV Mile Range" }, "transmission": { "label": "Transmission", "value": "Single-Speed" }, "color": { "label": "Exterior Color", "value": "White" }, "fuel_type": { "label": "Fuel Type", "value": "Electric" }, "engine": { "label": "Engine", "value": "Electric" }, "drive_type": { "label": "Drive Type", "value": "All Wheel Drive" }, "range": { "label": "RANGE", "value": "300 EV Mile Range" }, "mileage": { "label": "Miles", "value": "26" } }, "stock_id": "SWG20477", "style_id": 463679, "styles": [ { "code": "AWD4WD" }, { "code": "TRUCKS" }, { "code": "HYBEL" } ], "title": "New 2025 Ford F150 Lightning Platinum", "title_long": "New 2025 Ford F150 Lightning Platinum Coldwater MI 49036", "transmission": { "code": "AUT", "description": "Single-Speed", "group": "Automatic", "name": "Automatic" }, "trim": { "code": "FORF150LIG|Platinum", "name": "Platinum" }, "at_trim": "Platinum", "truck_bed_size_description": "Short", "vehicle_highlight": { "is_vehicle_highlight": true }, "vhr_preview": [ "NO_SALVAGE_TITLE", "NO_ACCIDENTS_REPORTED" ], "vin": "1FT6W7L71SWG20477", "year": 2025, "kbb_vehicle_id": 472673, "has_special_offer": false, "warranties": { "original_warranties": { "basic": { "details": "3 Years/36,000 Miles", "label": "Basic", "miles": 36000, "remaining_miles": 35974, "remaining_years": 2, "years": 3 }, "drivetrain": { "details": "5 Years/60,000 Miles", "label": "Drivetrain", "miles": 60000, "remaining_miles": 59974, "remaining_years": 4, "years": 5 }, "corrosion": { "details": "5 Years/Unlimited Miles", "label": "Corrosion", "miles": -1, "remaining_miles": -1, "remaining_years": 4, "years": 5 }, "hybrid_electric_components": { "details": "8 Years/100000 Miles", "label": "Hybrid/Electric Components", "miles": 100000, "remaining_miles": 99974, "remaining_years": 7, "years": 8 }, "roadside_assistance": { "details": "5 Years/60,000 Miles", "label": "Roadside Assistance", "miles": 60000, "remaining_miles": 59974, "remaining_years": 4, "years": 5 } }, "original_warranty_expired": false }, "premium_spotlight": true, "vehicle_protection_program": false, "vdp_base_url": "/cars-for-sale/vehicle/752113639?allListingType=all&newSearch=false", "vhr_vdp_base_url": "/cars-for-sale/vehicle/752113639?allListingType=all#purchaseConfidence" } ``` Each scraped listing returns a detailed vehicle record: #### Identity & Listing Info | Field | Meaning | |---|---| | `ID` | Internal KBB listing identifier | | `VIN` | Vehicle Identification Number — unique per vehicle | | `KBB Vehicle ID` | KBB's own vehicle catalog ID | | `Stock ID` | Dealer stock number | | `Style ID` / `Styles` | Trim/style variant identifiers | | `Title` / `Title Long` | Short and full listing titles | | `Listing Type` / `Listing Types` | e.g., used, certified, new | | `Days On Site` | How long the listing has been active | | `VDP Base URL` | URL to the Vehicle Detail Page | | `VHR VDP Base URL` | URL to the Vehicle History Report page | #### Vehicle Specs | Field | Meaning | |---|---| | `Year` / `Make` / `Model` / `Trim` | Core vehicle identity | | `Make Code` / `Model Code` / `AT Trim` | Standardized codes for API/database use | | `Body Styles` / `Body Style Sub Type` | e.g., SUV, Sedan, Crew Cab | | `Doors` | Number of doors | | `Drive Type` | FWD, RWD, AWD, 4WD | | `Engine` / `Displacement UOM` | Engine description and displacement unit | | `Transmission` | Automatic, manual, CVT, etc. | | `Fuel Type` | Gas, diesel, hybrid, electric | | `Electric Component Info` | Battery/range details for EVs | | `MPG City` / `MPG Highway` | Fuel efficiency ratings | | `Truck Bed Size Description` | Bed size for truck listings | | `Specifications` | Full structured spec sheet | #### Pricing & Market Data | Field | Meaning | |---|---| | `Pricing Detail` | Full pricing breakdown (MSRP, dealer price, etc.) | | `All In Pricing` | Total price including fees where available | | `Market Extension` | Regional market pricing context | | `Is Reduced Price` | Flag for recently discounted listings | | `Has Special Offer` | Dealer promotional offer flag | | `Price Advisor Enabled` / `Price Advisor Rule Enabled` | Whether KBB price rating is shown | | `Payment Services` | Financing/payment options available | | `Accelerate` | Indicates availability of KBB's online purchase flow | #### Condition & Features | Field | Meaning | |---|---| | `Mileage` | Odometer reading in miles | | `Color` | Exterior color | | `Has Leather Seats` | Boolean feature flag | | `Vehicle Highlight` | Key selling points highlighted by dealer | | `Lifestyle Categories` | Audience tags (e.g., family, off-road, commuter) | | `Warranties` | Active warranty details | | `Vehicle Protection Program` | Extended protection plan info | | `VHR Preview` | Vehicle history report preview data | | `Description` | Full dealer-written listing description | #### Media | Field | Meaning | |---|---| | `Images` | Array of listing photo URLs | | `Fyusion` | 360° interactive photo data (where available) | #### Listing Status Flags | Field | Meaning | |---|---| | `Is Hot` | High-demand listing flag | | `Is Newly Listed` | Recently added to the marketplace | | `Owner ID` | Seller/dealer account identifier | | `Insurify Enabled` / `Insurance Partner Enabled` | Insurance quote integration flags | *** ### How to Use 1. **Build your search URL** — Go to kbb.com/cars-for-sale, apply filters (make, model, ZIP, price), then copy the results page URL. 2. **Configure input** — Paste URLs into the `urls` array. Set `max_items_per_url` based on how many records you need. 3. **Run the scraper** — Start the actor and monitor progress in the run log. 4. **Export** — Download results as JSON, CSV, or Excel for use in spreadsheets, databases, or BI tools. **Best practices:** - Narrow search filters before scraping to get relevant data without wasting item quota. - For multi-region analysis, create separate filtered URLs per ZIP or metro area. - Set `ignore_url_failures: true` when running batches of multiple URLs. *** ### Use Cases & Business Value - **Dealer pricing strategy:** Benchmark local inventory prices against market rates in real time - **Depreciation modeling:** Build datasets tracking price drops over `Days On Site` - **Insurance & fintech enrichment:** Populate vehicle databases with specs, VINs, and market values - **Consumer tools:** Power "find the best deal" features using `Is Reduced Price`, `Is Hot`, and `Pricing Detail` fields The scraper eliminates hours of manual research, delivering consistent machine-readable records that feed directly into analytical workflows. *** ### Conclusion The **KBB.com Cars Search Scraper** gives automotive professionals and developers reliable, structured access to one of the most comprehensive used and new car marketplaces in the US. With 55+ fields per listing — from VIN and specs to pricing flags and media — it provides the depth needed for serious market analysis. Configure your search URL, set your limits, and start extracting today. # Actor input Schema ## `urls` (type: `array`): Add the URLs of the Cars list urls you want to scrape. You can paste URLs one by one, or use the Bulk edit section to add a prepared list. ## `ignore_url_failures` (type: `boolean`): If true, the scraper will continue running even if some URLs fail to be scraped. ## `max_items_per_url` (type: `integer`): The maximum number of items to scrape per URL. ## Actor input object example ```json { "urls": [ "https://www.kbb.com/cars-for-sale/all" ], "ignore_url_failures": true, "max_items_per_url": 20 } ``` # 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 '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "urls": [ "https://www.kbb.com/cars-for-sale/all" ], "ignore_url_failures": true, "max_items_per_url": 20 }; // Run the Actor and wait for it to finish const run = await client.actor("stealth_mode/kbb-cars-search-scraper").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 '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "urls": ["https://www.kbb.com/cars-for-sale/all"], "ignore_url_failures": True, "max_items_per_url": 20, } # Run the Actor and wait for it to finish run = client.actor("stealth_mode/kbb-cars-search-scraper").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 '{ "urls": [ "https://www.kbb.com/cars-for-sale/all" ], "ignore_url_failures": true, "max_items_per_url": 20 }' | apify call stealth_mode/kbb-cars-search-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=stealth_mode/kbb-cars-search-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Kbb Cars Search Scraper", "description": "Scrape Kelley Blue Book car listings with ease. This scraper collects VIN, pricing, mileage, fuel type, images, specs, and 55+ fields per vehicle — perfect for dealers, analysts, and automotive data teams.", "version": "0.0", "x-build-id": "ijfkOtoJsavoHil80" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/stealth_mode~kbb-cars-search-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-stealth_mode-kbb-cars-search-scraper", "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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/stealth_mode~kbb-cars-search-scraper/runs": { "post": { "operationId": "runs-sync-stealth_mode-kbb-cars-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/stealth_mode~kbb-cars-search-scraper/run-sync": { "post": { "operationId": "run-sync-stealth_mode-kbb-cars-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "urls": { "title": "URLs of the Cars list urls to scrape", "type": "array", "description": "Add the URLs of the Cars list urls you want to scrape. You can paste URLs one by one, or use the Bulk edit section to add a prepared list.", "items": { "type": "string" } }, "ignore_url_failures": { "title": "Continue running even if some URLs fail to be scraped", "type": "boolean", "description": "If true, the scraper will continue running even if some URLs fail to be scraped." }, "max_items_per_url": { "title": "Max items per URL", "type": "integer", "description": "The maximum number of items to scrape per URL." } } }, "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 } } } } } } } } } } ```