> ## Documentation Index
> Fetch the complete documentation index at: https://crushrewards.dev/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# New shelf arrivals vs the conversation around their brand

> New shelf arrivals in the window set against the conversation around their brand: which launches landed with traction and which landed in silence. SILENT LAUNCHES ARE RETURNED, FLAGGED - most launches are silent, so filtering them out answers a different and much less useful question. Mentions are BRAND-level in the window, not per SKU: the corpus resolves conversation to brands, and the field is named so the number cannot be read as proof anyone discussed that specific product. First-seen is the earliest observation of the product in the requested country - so rows flagged `new_store` are first observations of a STORE that entered observation inside the window (stores onboard in waves, and a new store's whole catalog gets a first observation at once). Those are catalog backfill wearing the shape of a launch: flagged rather than filtered, counted in `new_store_launches`, and not to be reported as product launches.



## OpenAPI

````yaml https://api.syntalic.com/openapi.json get /v1/social/launch-buzz
openapi: 3.1.0
info:
  title: 'Syntalic — Data Analytics for Agentic Commerce '
  version: 1.0.0
  contact:
    name: Syntalic
    email: support@syntalic.com
    url: https://syntalic.com
  description: >-
    Competitive pricing data across US and Canadian e-commerce retailers
    (Amazon, Walmart, Target, Best Buy, Home Depot, etc.). Serves price
    comparisons, deal alerts, brand tracking, promotional intelligence, and
    market analytics to AI agents via x402 and MPP micropayments.
  x-guidance: >-
    This API has three endpoint groups organized by use case:


    **Shopper endpoints** ($0.01/query): Use these for price comparisons and
    deal hunting. Start with /v1/shopper/best-price?q=<product> to find the
    cheapest option across retailers. Use
    /v1/shopper/deal-finder?category=<category> to find discounted products. Use
    /v1/shopper/price-drop-alert?q=<product> to check for recent price drops.


    **Marketing endpoints** ($0.01/query): Use these for competitive analysis.
    /v1/marketing/competitive-landscape?category=<category> shows all products
    in a category with pricing. /v1/marketing/brand-tracker?brand=<brand> tracks
    a brand's pricing over time.
    /v1/marketing/share-of-shelf?category=<category> shows brand market share.


    **Analyst endpoints** ($0.02/query): Use these for market-level insights.
    /v1/analyst/inflation?category=<category> shows price trends over time.
    /v1/analyst/price-dispersion?category=<category> shows price spread across
    retailers.


    All endpoints accept an optional 'country' parameter (us or ca, defaults to
    us). Query parameters use 'q' for free-text search and 'category' for
    category-level queries.


    Marketing and analyst responses carry a `meta` block (served_from,
    freshness_seconds, schema_version) for staleness budgeting and a `resolved`
    block describing how the category input was matched against the taxonomy.
    Every response also sends an X-Data-Freshness-Hours header.


    **Free pre-payment rejection:** requests that cannot be served are rejected
    BEFORE any payment challenge — invalid params (400 INVALID_PARAMS),
    retailers that are not serving-eligible (404 RETAILER_NOT_SERVING_ELIGIBLE,
    with the catalog quality status and the serving_eligible_retailers list in
    error.details), and shopper queries that resolve to nothing in the catalog
    (404 NO_RESULTS). You only pay when the API can actually execute your query.
    Retailer values are case-insensitive (amazon == Amazon).
servers:
  - url: https://api.syntalic.com
security: []
paths:
  /v1/social/launch-buzz:
    get:
      tags:
        - Social
      summary: New shelf arrivals vs the conversation around their brand
      description: >-
        New shelf arrivals in the window set against the conversation around
        their brand: which launches landed with traction and which landed in
        silence. SILENT LAUNCHES ARE RETURNED, FLAGGED - most launches are
        silent, so filtering them out answers a different and much less useful
        question. Mentions are BRAND-level in the window, not per SKU: the
        corpus resolves conversation to brands, and the field is named so the
        number cannot be read as proof anyone discussed that specific product.
        First-seen is the earliest observation of the product in the requested
        country - so rows flagged `new_store` are first observations of a STORE
        that entered observation inside the window (stores onboard in waves, and
        a new store's whole catalog gets a first observation at once). Those are
        catalog backfill wearing the shape of a launch: flagged rather than
        filtered, counted in `new_store_launches`, and not to be reported as
        product launches.
      operationId: getLaunchBuzz
      parameters:
        - name: category
          in: query
          required: true
          schema:
            type: string
          example: grocery-gourmet-food
          description: >-
            Category root slug (department, not aisle). No wildcard: these
            answers are ranked comparisons.
        - name: country
          in: query
          required: false
          schema:
            type: string
            enum:
              - us
              - ca
            default: us
          description: Country whose observations define first-seen.
        - name: window
          in: query
          required: false
          schema:
            type: string
            enum:
              - 7d
              - 30d
              - 90d
            default: 30d
          description: Arrival window. Only published windows are accepted.
        - name: platform
          in: query
          required: false
          schema:
            type: string
            enum:
              - all
              - tiktok
              - instagram
            default: all
          description: TikTok and Instagram are the only platforms in the corpus.
        - name: organic_only
          in: query
          required: false
          schema:
            type: boolean
            default: false
          description: Exclude posts marked as ads.
        - name: limit
          in: query
          required: false
          schema:
            type: integer
            default: 25
            minimum: 1
            maximum: 100
          description: Maximum arrivals to return.
      responses:
        '200':
          description: Launch buzz
          content:
            application/json:
              schema:
                type: object
                properties:
                  category:
                    type: string
                  country:
                    type: string
                  window_days:
                    type: integer
                  platform:
                    type: string
                  organic_only:
                    type: boolean
                  launches:
                    type: array
                    items:
                      type: object
                      additionalProperties: true
                  silent_launches:
                    type: integer
                    description: >-
                      Arrivals with zero brand conversation. A finding, not a
                      gap: most launches are silent.
                  new_store_launches:
                    type: integer
                    description: >-
                      Arrivals whose whole store entered observation inside the
                      window — catalog backfill wearing the shape of a launch.
                      Flagged per row as new_store, never filtered.
                  note:
                    type: string
                  coverage:
                    type: object
                    additionalProperties: true
                    description: >-
                      TWO blocks — social counts brands, shelf counts launches.
                      Never merged.
                  freshness:
                    type: object
                    additionalProperties: true
                    description: TWO values — weekly social, daily serving. Never the max.
                  snapshot:
                    type: object
                    additionalProperties: true
                    nullable: true
                  resolved:
                    type: object
                    properties:
                      input:
                        type: string
                      category_path:
                        type: string
                        nullable: true
                      department:
                        type: string
                        nullable: true
                      match_source:
                        type: string
                        nullable: true
                      match_confidence:
                        type: number
                        nullable: true
                      alternates:
                        type: array
                        items:
                          type: object
                          additionalProperties: true
                    additionalProperties: true
                  meta:
                    type: object
                    properties:
                      served_from:
                        type: string
                      freshness_seconds:
                        type: number
                      schema_version:
                        type: string
                      computed_at:
                        type: string
                        format: date-time
                      price_observed_at_min:
                        type: string
                        format: date-time
                        nullable: true
                      price_observed_at_max:
                        type: string
                        format: date-time
                        nullable: true
                    additionalProperties: true
        '400':
          description: >-
            Invalid query parameters or unsupported enum values. Rejected by
            preflight BEFORE the payment challenge — no payment is requested or
            charged for malformed requests.
          content:
            application/problem+json:
              schema:
                type: object
                required:
                  - type
                  - title
                  - status
                properties:
                  type:
                    type: string
                    format: uri-reference
                  title:
                    type: string
                    example: Bad Request
                  status:
                    type: integer
                    const: 400
                  detail:
                    type: string
                  instance:
                    type: string
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                      message:
                        type: string
                      details:
                        type: object
                        additionalProperties: true
                    additionalProperties: true
                additionalProperties: true
        '402':
          description: Payment challenge required before executing paid work
          content:
            application/problem+json:
              schema:
                type: object
                required:
                  - type
                  - title
                  - status
                properties:
                  type:
                    type: string
                    format: uri-reference
                  title:
                    type: string
                    example: Payment Required
                  status:
                    type: integer
                    const: 402
                  detail:
                    type: string
                  instance:
                    type: string
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                      message:
                        type: string
                      details:
                        type: object
                        additionalProperties: true
                    additionalProperties: true
                additionalProperties: true
        '404':
          description: >-
            No matching result. error.code distinguishes the cases: NO_RESULTS
            (the query resolves to nothing in the catalog),
            RETAILER_NOT_SERVING_ELIGIBLE (the requested retailer exists but is
            not serving-eligible — error.details carries its catalog
            quality_status and the serving_eligible_retailers list to retry
            against), or NOT_PUBLISHED (a social rollup the current publish run
            does not compute yet — a gap in what we publish, not a finding about
            the category). Structurally-unservable requests are rejected by
            preflight before any payment challenge.
          content:
            application/problem+json:
              schema:
                type: object
                required:
                  - type
                  - title
                  - status
                properties:
                  type:
                    type: string
                    format: uri-reference
                  title:
                    type: string
                    example: Not Found
                  status:
                    type: integer
                    const: 404
                  detail:
                    type: string
                  instance:
                    type: string
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                      message:
                        type: string
                      details:
                        type: object
                        additionalProperties: true
                    additionalProperties: true
                additionalProperties: true
        '429':
          description: Rate limit exceeded
          content:
            application/problem+json:
              schema:
                type: object
                required:
                  - type
                  - title
                  - status
                properties:
                  type:
                    type: string
                    format: uri-reference
                  title:
                    type: string
                    example: Too Many Requests
                  status:
                    type: integer
                    const: 429
                  detail:
                    type: string
                  instance:
                    type: string
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                      message:
                        type: string
                      details:
                        type: object
                        additionalProperties: true
                    additionalProperties: true
                additionalProperties: true
        '500':
          description: Unexpected server error
          content:
            application/problem+json:
              schema:
                type: object
                required:
                  - type
                  - title
                  - status
                properties:
                  type:
                    type: string
                    format: uri-reference
                  title:
                    type: string
                    example: Internal Server Error
                  status:
                    type: integer
                    const: 500
                  detail:
                    type: string
                  instance:
                    type: string
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                      message:
                        type: string
                      details:
                        type: object
                        additionalProperties: true
                    additionalProperties: true
                additionalProperties: true

````