> ## Documentation Index > Fetch the complete documentation index at: https://docs.merchantops.ai/llms.txt > Use this file to discover all available pages before exploring further. # List Brands Needing Review > List brands that need URL review. These are brands where the LLM-inferred URL and web search URL differed during auto-registration. ## OpenAPI ````yaml /openapi/merchantops-public.json get /api/brands/needs-review openapi: 3.1.0 info: description: >- Public API for the MerchantOps product catalog, pricing, and publishing surface. title: MerchantOps API version: 1.0.0 servers: - description: Production url: https://api.merchantops.ai security: [] paths: /api/brands/needs-review: get: tags: - Brands summary: List Brands Needing Review description: |- List brands that need URL review. These are brands where the LLM-inferred URL and web search URL differed during auto-registration. operationId: list_brands_needing_review parameters: - description: Max items in: query name: limit required: false schema: default: 50 description: Max items maximum: 200 minimum: 1 title: Limit type: integer - description: Items to skip in: query name: offset required: false schema: default: 0 description: Items to skip minimum: 0 title: Offset type: integer - in: header name: authorization required: false schema: anyOf: - type: string - type: 'null' title: Authorization - in: header name: X-Organization-ID required: false schema: anyOf: - type: string - type: 'null' title: X-Organization-Id - in: cookie name: stytch_session required: false schema: anyOf: - type: string - type: 'null' title: Stytch Session responses: '200': content: application/json: schema: $ref: >- #/components/schemas/merchantops_server__api__routers__brands__BrandListResponse description: Successful Response '422': content: application/json: schema: $ref: '#/components/schemas/HTTPValidationError' description: Validation Error components: schemas: merchantops_server__api__routers__brands__BrandListResponse: description: Response model for list of Brands. properties: items: description: Brand items items: $ref: '#/components/schemas/BrandResponse' title: Items type: array limit: description: Limit applied title: Limit type: integer offset: description: Offset applied title: Offset type: integer total: description: Total count title: Total type: integer required: - total - items - limit - offset title: BrandsBrandListResponse type: object HTTPValidationError: properties: detail: items: $ref: '#/components/schemas/ValidationError' title: Detail type: array title: HTTPValidationError type: object BrandResponse: description: Response model for a single Brand. properties: aliases: description: Alternative names items: type: string title: Aliases type: array createdAt: anyOf: - type: string - type: 'null' description: Creation timestamp title: Createdat createdBy: anyOf: - type: string - type: 'null' description: User who created this title: Createdby domain_patterns: description: Domain patterns for matching items: type: string title: Domain Patterns type: array id: description: MongoDB ObjectId as string title: Id type: string is_verified: default: false description: Whether brand is verified title: Is Verified type: boolean key: description: Normalized brand key title: Key type: string lastModifiedAt: anyOf: - type: string - type: 'null' description: Last modification timestamp title: Lastmodifiedat lastModifiedBy: anyOf: - type: string - type: 'null' description: User who last modified this title: Lastmodifiedby llm_inferred_url: anyOf: - type: string - type: 'null' description: URL from LLM inference title: Llm Inferred Url logo_url: anyOf: - type: string - type: 'null' description: Brand logo URL title: Logo Url name: description: Official brand name title: Name type: string scrape_consecutive_failures: default: 0 description: Failures since last success title: Scrape Consecutive Failures type: integer scrape_disabled_until: anyOf: - type: string - type: 'null' description: Cooldown end when mode=disabled title: Scrape Disabled Until scrape_last_failure_at: anyOf: - type: string - type: 'null' description: Most recent failure timestamp title: Scrape Last Failure At scrape_last_failure_reason: anyOf: - type: string - type: 'null' description: Reason for most recent failure title: Scrape Last Failure Reason scrape_mode: default: auto description: auto | enhanced | disabled title: Scrape Mode type: string scrape_mode_set_at: anyOf: - type: string - type: 'null' description: When scrape_mode last changed title: Scrape Mode Set At scrape_mode_set_by: anyOf: - type: string - type: 'null' description: Who last changed scrape_mode title: Scrape Mode Set By source: anyOf: - type: string - type: 'null' description: How brand was added title: Source url_needs_review: default: false description: Whether URLs need review title: Url Needs Review type: boolean urls: description: Country-specific URLs items: $ref: '#/components/schemas/BrandURLResponse' title: Urls type: array web_search_url: anyOf: - type: string - type: 'null' description: URL from web search title: Web Search Url required: - id - key - name title: BrandResponse type: object ValidationError: properties: ctx: title: Context type: object input: title: Input loc: items: anyOf: - type: string - type: integer title: Location type: array msg: title: Message type: string type: title: Error Type type: string required: - loc - msg - type title: ValidationError type: object BrandURLResponse: description: Response model for a brand URL. properties: country: description: ISO 2-letter country code title: Country type: string url: description: Brand website URL title: Url type: string required: - country - url title: BrandURLResponse type: object ````