U.S. Ghost Kitchen & Virtual Brand Detector
Under maintenancePricing
$100.00 / 1,000 analyzed locations
Review likely delivery-only competition in one U.S. market or a bounded batch of U.S. markets. Inspect public delivery-platform evidence, optional Yelp storefront context, per-location billing status, and coverage notes for partial, failed, skipped, duplicate, or inconclusive sources.
Schema Version
schemaVersion
Required
Dataset row contract version. Batch-capable rows use ghost-kitchen-batch-output-v1.
Batch Run ID
batchRunId
Required
Output-safe stable identifier for the batch run. This is derived from the run scope and does not expose raw Actor run ids or charge idempotency keys.
Request Index
requestIndex
Required
Original zero-based index of the requested market in the input.
Location Index
locationIndex
Required
Canonical zero-based unique-location index after exact duplicate aliasing.
Location ID
locationId
Required
Stable output-safe identifier for the normalized location and scan controls.
Requested Location
requestLocation
Required
Buyer-supplied location string for the request row that produced this result.
Resolved Location
resolvedLocation
Required
Display location associated with this result row. For geocoded successes this is the executed location context; for planned rows use OUTPUT.locations.
Requested Radius Miles
requestedRadiusMiles
Required
Radius requested for this location row.
Requested Max Restaurants
requestedMaxRestaurants
Required
Maximum restaurant count requested for this location row.
Location Status
locationStatus
Required
Batch state at the durable-output boundary for this dataset row.
Charge Status
chargeStatus
Required
Charge state visible at the same durable-output boundary. Final per-location states are also persisted in key-value-store charge checkpoints.
Result Ordinal
resultOrdinal
Required
Zero-based result order within the location's deterministic result list.
Restaurant Name
name
Required
Name of the restaurant as listed on the delivery platform.
Address
address
Required
Street address of the restaurant.
Normalized Address
normalizedAddress
Required
Standardized address used for cross-platform matching.
Data Sources
sources
Required
Public delivery-platform adapters that returned this listing. Use the OUTPUT scraper diagnostics before treating absence from this array as absence from a platform.
[ "doordash", "ubereats"]Platform URL
platformUrl
Required
Source link captured from the delivery platform when available.
Classification
classification
Required
Evidence-tier classification for this restaurant: confirmed ghost kitchen, likely ghost kitchen, virtual brand, traditional, or unknown when evidence remains inconclusive. These labels are not official, legal, or guaranteed determinations.
Confidence Score
confidenceScore
Required
Evidence-strength score from 0.0 to 1.0. Higher scores mean stronger local signals; the value is not verified accuracy or a guaranteed probability.
Evidence Summary
evidenceSummary
Required
Human-readable summary of the strongest local evidence or the reason evidence remains inconclusive.
Evidence Details
evidence
Required
Detailed local evidence signals captured during classification, including nullable storefront-context fields when optional Yelp enrichment is available.
{ "sharedAddressBrands": [ "Burger Barn", "Pasta Palace", "Taco Town" ], "sharedAddressCount": 3, "hasDineIn": false, "hasExternalListing": null, "hasIndependentWebsite": null, "hasPhotos": null, "externalRating": null, "externalReviewCount": null, "foundOnPlatforms": [ "doordash", "ubereats" ], "foundOnPlatformCount": 2, "isKnownVirtualBrand": false, "knownParentChain": null, "deliveryOnly": true, "distanceMiles": 1.2, "cuisineType": "American", "priceRange": "$$", "rating": 4.2, "reviewCount": 87}Address Cluster ID
addressClusterId
Required
Identifier for the group of restaurants at this normalized address.
Brands at Address
brandsAtThisAddress
Required
Total number of distinct restaurant brands at this address.
Scraped At
scrapedAt
Required
ISO 8601 timestamp when the data was collected.
Data Source
dataSource
Required
Comma-separated list of source adapters that provided this row. Check OUTPUT scraper health before interpreting missing sources.