Depict.AI website screenshot

Depict.AI

Depict (Depict.AI) is an AI-powered merchandising, search and product-recommendations platform for e-commerce brands. It serves ranked collection and product-listing pages, hybrid AI site search, and personalized recommendations ("Similar Products", "You may also like", "Frequently bought together") through a front-end-agnostic Storefront API, React and JavaScript UI libraries, and a native Shopify app. Merchants curate hundreds of collections at scale with pinning, boost-and-bury rules and per-market settings while keeping full control of the storefront frontend. Depict is used by 350+ brands and is backed by EQT Ventures and Initialized Capital.

Depict.AI publishes 35 APIs on the APIs.io network, including Ab Test API, Analytics API, Boost Bury API, and 32 more. Tagged areas include Company, E Commerce, Search, Recommendations, and Merchandising.

Depict.AI’s developer surface includes documentation, API reference, getting-started guide, authentication, changelog, engineering blog, pricing, and 26 more developer resources.

51.9/100 developing ▬ flat Agent 69/100 agent native Full breakdown ↓
scored 2026-07-27 · rubric v0.5
AccessSelf serve
35 APIs 1 MCP Servers
CompanyE CommerceSearchRecommendationsMerchandisingPersonalizationProduct DiscoveryRetailShopifyArtificial Intelligence

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.9/100 · developing
Contract Quality 12.9 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/depictai: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 35

Individual APIs this provider publishes, each with its own machine-readable definition.

Depict.AI Ab Test API

The Ab Test API from Depict.AI — 2 operation(s) for ab test.

Depict.AI Analytics API

The Analytics API from Depict.AI — 1 operation(s) for analytics.

Depict.AI Boost Bury API

The Boost Bury API from Depict.AI — 3 operation(s) for boost bury.

Depict.AI Brand Features API

The Brand Features API from Depict.AI — 3 operation(s) for brand features.

Depict.AI Catalog Push API (v0) API

The Catalog Push API (v0) API from Depict.AI — 6 operation(s) for catalog push api (v0).

Depict.AI Collections API

The Collections API from Depict.AI — 25 operation(s) for collections.

Depict.AI Dashboard API

The Dashboard API from Depict.AI — 2 operation(s) for dashboard.

Depict.AI Events (v2) API

The Events (v2) API from Depict.AI — 3 operation(s) for events (v2).

Depict.AI Instagram API

The Instagram API from Depict.AI — 4 operation(s) for instagram.

Depict.AI Listing (v2) API

The Listing (v2) API from Depict.AI — 1 operation(s) for listing (v2).

Depict.AI Listing (v3) API

The Listing (v3) API from Depict.AI — 5 operation(s) for listing (v3).

Depict.AI Media API

The Media API from Depict.AI — 2 operation(s) for media.

Depict.AI merchant API

The merchant API from Depict.AI — 6 operation(s) for merchant.

Depict.AI merchant-create API

The merchant-create API from Depict.AI — 1 operation(s) for merchant-create.

Depict.AI Merchants API

The Merchants API from Depict.AI — 2 operation(s) for merchants.

Depict.AI multi-store API

The multi-store API from Depict.AI — 7 operation(s) for multi-store.

Depict.AI Onboarding API

The Onboarding API from Depict.AI — 3 operation(s) for onboarding.

Depict.AI Other (v3) API

The Other (v3) API from Depict.AI — 3 operation(s) for other (v3).

Depict.AI Product Funnel Metrics API

The Product Funnel Metrics API from Depict.AI — 1 operation(s) for product funnel metrics.

Depict.AI Product Images API

The Product Images API from Depict.AI — 2 operation(s) for product images.

Depict.AI Product Metrics API

The Product Metrics API from Depict.AI — 4 operation(s) for product metrics.

Depict.AI Products API

The Products API from Depict.AI — 6 operation(s) for products.

Depict.AI Published Collections API

The Published Collections API from Depict.AI — 3 operation(s) for published collections.

Depict.AI Recommendations (v2) API

The Recommendations (v2) API from Depict.AI — 4 operation(s) for recommendations (v2).

Depict.AI Recommendations (v3) API

The Recommendations (v3) API from Depict.AI — 1 operation(s) for recommendations (v3).

Depict.AI Search Metrics API

The Search Metrics API from Depict.AI — 1 operation(s) for search metrics.

Depict.AI Search (v2) API

The Search (v2) API from Depict.AI — 4 operation(s) for search (v2).

Depict.AI Search (v3) API

The Search (v3) API from Depict.AI — 3 operation(s) for search (v3).

Depict.AI Settings API

The Settings API from Depict.AI — 12 operation(s) for settings.

Depict.AI Shopify API

The Shopify API from Depict.AI — 3 operation(s) for shopify.

Depict.AI Shopify Collection Template API

The Shopify Collection Template API from Depict.AI — 4 operation(s) for shopify collection template.

Depict.AI tracking API

The tracking API from Depict.AI — 2 operation(s) for tracking.

Depict.AI translations API

The translations API from Depict.AI — 1 operation(s) for translations.

Depict.AI Users API

The Users API from Depict.AI — 1 operation(s) for users.

Depict.AI Vitals API

The Vitals API from Depict.AI — 1 operation(s) for vitals.

Scroll for all 35

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

depictai-mcp.yml

MCP SERVER

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Depictai Authentication

apiKey/http/oauth2 · 5 schemes

SECURITY

Depictai Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Depictai Vulnerability Disclosure

contact published

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Depictai Scopes

3 scopes · authorizationCode

3 scopes

SCOPES

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Depictai Agentic Access

146 operations · 79 acting

146 operations · 79 acting

AGENTIC

Resources

Get Started 4

Portal, sign-up, and the first successful call

Documentation 2

Reference material describing how the API behaves

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Build 3

SDKs, sample code, and the tooling you integrate with

Access & Security 5

Authentication, authorization, and security posture

Operate 3

Status, limits, changes, and where to get help

Commercial 3

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: depictai
name: Depict.AI
description: Depict (Depict.AI) is an AI-powered merchandising, search and product-recommendations platform for e-commerce
  brands. It serves ranked collection and product-listing pages, hybrid AI site search, and personalized recommendations ("Similar
  Products", "You may also like", "Frequently bought together") through a front-end-agnostic Storefront API, React and JavaScript
  UI libraries, and a native Shopify app. Merchants curate hundreds of collections at scale with pinning, boost-and-bury rules
  and per-market settings while keeping full control of the storefront frontend. Depict is used by 350+ brands and is backed
  by EQT Ventures and Initialized Capital.
url: https://raw.githubusercontent.com/api-evangelist/depictai/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- eqt-ventures
- initialized-capital
x-tier: profiled
x-tier-reason: enrichment-pipeline
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-18'
image: https://depict.ai/en/opengraph-image?7e17831b390c6d53
tags:
- Company
- E Commerce
- Search
- Recommendations
- Merchandising
- Personalization
- Product Discovery
- Retail
- Shopify
- Artificial Intelligence
apis:
- aid: depictai:depictai-ab-test-api
  name: Depict.AI Ab Test API
  description: The Ab Test API from Depict.AI — 2 operation(s) for ab test.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Ab Test
  properties:
  - type: OpenAPI
    url: openapi/depictai-ab-test-api-openapi.yml
- aid: depictai:depictai-analytics-api
  name: Depict.AI Analytics API
  description: The Analytics API from Depict.AI — 1 operation(s) for analytics.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Analytics
  properties:
  - type: OpenAPI
    url: openapi/depictai-analytics-api-openapi.yml
- aid: depictai:depictai-boost-bury-api
  name: Depict.AI Boost Bury API
  description: The Boost Bury API from Depict.AI — 3 operation(s) for boost bury.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Boost Bury
  properties:
  - type: OpenAPI
    url: openapi/depictai-boost-bury-api-openapi.yml
- aid: depictai:depictai-brand-features-api
  name: Depict.AI Brand Features API
  description: The Brand Features API from Depict.AI — 3 operation(s) for brand features.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Brand Features
  properties:
  - type: OpenAPI
    url: openapi/depictai-brand-features-api-openapi.yml
- aid: depictai:depictai-catalog-push-api-v0-api
  name: Depict.AI Catalog Push API (v0) API
  description: The Catalog Push API (v0) API from Depict.AI — 6 operation(s) for catalog push api (v0).
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Catalog Push API (v0)
  properties:
  - type: OpenAPI
    url: openapi/depictai-catalog-push-api-v0-api-openapi.yml
- aid: depictai:depictai-collections-api
  name: Depict.AI Collections API
  description: The Collections API from Depict.AI — 25 operation(s) for collections.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Collections
  properties:
  - type: OpenAPI
    url: openapi/depictai-collections-api-openapi.yml
- aid: depictai:depictai-dashboard-api
  name: Depict.AI Dashboard API
  description: The Dashboard API from Depict.AI — 2 operation(s) for dashboard.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Dashboard
  properties:
  - type: OpenAPI
    url: openapi/depictai-dashboard-api-openapi.yml
- aid: depictai:depictai-events-v2-api
  name: Depict.AI Events (v2) API
  description: The Events (v2) API from Depict.AI — 3 operation(s) for events (v2).
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Events (v2)
  properties:
  - type: OpenAPI
    url: openapi/depictai-events-v2-api-openapi.yml
- aid: depictai:depictai-instagram-api
  name: Depict.AI Instagram API
  description: The Instagram API from Depict.AI — 4 operation(s) for instagram.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Instagram
  properties:
  - type: OpenAPI
    url: openapi/depictai-instagram-api-openapi.yml
- aid: depictai:depictai-listing-v2-api
  name: Depict.AI Listing (v2) API
  description: The Listing (v2) API from Depict.AI — 1 operation(s) for listing (v2).
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Listing (v2)
  properties:
  - type: OpenAPI
    url: openapi/depictai-listing-v2-api-openapi.yml
- aid: depictai:depictai-listing-v3-api
  name: Depict.AI Listing (v3) API
  description: The Listing (v3) API from Depict.AI — 5 operation(s) for listing (v3).
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Listing (v3)
  properties:
  - type: OpenAPI
    url: openapi/depictai-listing-v3-api-openapi.yml
- aid: depictai:depictai-media-api
  name: Depict.AI Media API
  description: The Media API from Depict.AI — 2 operation(s) for media.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Media
  properties:
  - type: OpenAPI
    url: openapi/depictai-media-api-openapi.yml
- aid: depictai:depictai-merchant-api
  name: Depict.AI merchant API
  description: The merchant API from Depict.AI — 6 operation(s) for merchant.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - merchant
  properties:
  - type: OpenAPI
    url: openapi/depictai-merchant-api-openapi.yml
- aid: depictai:depictai-merchant-create-api
  name: Depict.AI merchant-create API
  description: The merchant-create API from Depict.AI — 1 operation(s) for merchant-create.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - merchant-create
  properties:
  - type: OpenAPI
    url: openapi/depictai-merchant-create-api-openapi.yml
- aid: depictai:depictai-merchants-api
  name: Depict.AI Merchants API
  description: The Merchants API from Depict.AI — 2 operation(s) for merchants.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Merchants
  properties:
  - type: OpenAPI
    url: openapi/depictai-merchants-api-openapi.yml
- aid: depictai:depictai-multi-store-api
  name: Depict.AI multi-store API
  description: The multi-store API from Depict.AI — 7 operation(s) for multi-store.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - multi-store
  properties:
  - type: OpenAPI
    url: openapi/depictai-multi-store-api-openapi.yml
- aid: depictai:depictai-onboarding-api
  name: Depict.AI Onboarding API
  description: The Onboarding API from Depict.AI — 3 operation(s) for onboarding.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Onboarding
  properties:
  - type: OpenAPI
    url: openapi/depictai-onboarding-api-openapi.yml
- aid: depictai:depictai-other-v3-api
  name: Depict.AI Other (v3) API
  description: The Other (v3) API from Depict.AI — 3 operation(s) for other (v3).
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Other (v3)
  properties:
  - type: OpenAPI
    url: openapi/depictai-other-v3-api-openapi.yml
- aid: depictai:depictai-product-funnel-metrics-api
  name: Depict.AI Product Funnel Metrics API
  description: The Product Funnel Metrics API from Depict.AI — 1 operation(s) for product funnel metrics.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Product Funnel Metrics
  properties:
  - type: OpenAPI
    url: openapi/depictai-product-funnel-metrics-api-openapi.yml
- aid: depictai:depictai-product-images-api
  name: Depict.AI Product Images API
  description: The Product Images API from Depict.AI — 2 operation(s) for product images.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Product Images
  properties:
  - type: OpenAPI
    url: openapi/depictai-product-images-api-openapi.yml
- aid: depictai:depictai-product-metrics-api
  name: Depict.AI Product Metrics API
  description: The Product Metrics API from Depict.AI — 4 operation(s) for product metrics.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Product Metrics
  properties:
  - type: OpenAPI
    url: openapi/depictai-product-metrics-api-openapi.yml
- aid: depictai:depictai-products-api
  name: Depict.AI Products API
  description: The Products API from Depict.AI — 6 operation(s) for products.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Products
  properties:
  - type: OpenAPI
    url: openapi/depictai-products-api-openapi.yml
- aid: depictai:depictai-published-collections-api
  name: Depict.AI Published Collections API
  description: The Published Collections API from Depict.AI — 3 operation(s) for published collections.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Published Collections
  properties:
  - type: OpenAPI
    url: openapi/depictai-published-collections-api-openapi.yml
- aid: depictai:depictai-recommendations-v2-api
  name: Depict.AI Recommendations (v2) API
  description: The Recommendations (v2) API from Depict.AI — 4 operation(s) for recommendations (v2).
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Recommendations (v2)
  properties:
  - type: OpenAPI
    url: openapi/depictai-recommendations-v2-api-openapi.yml
- aid: depictai:depictai-recommendations-v3-api
  name: Depict.AI Recommendations (v3) API
  description: The Recommendations (v3) API from Depict.AI — 1 operation(s) for recommendations (v3).
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Recommendations (v3)
  properties:
  - type: OpenAPI
    url: openapi/depictai-recommendations-v3-api-openapi.yml
- aid: depictai:depictai-search-metrics-api
  name: Depict.AI Search Metrics API
  description: The Search Metrics API from Depict.AI — 1 operation(s) for search metrics.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Search Metrics
  properties:
  - type: OpenAPI
    url: openapi/depictai-search-metrics-api-openapi.yml
- aid: depictai:depictai-search-v2-api
  name: Depict.AI Search (v2) API
  description: The Search (v2) API from Depict.AI — 4 operation(s) for search (v2).
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Search (v2)
  properties:
  - type: OpenAPI
    url: openapi/depictai-search-v2-api-openapi.yml
- aid: depictai:depictai-search-v3-api
  name: Depict.AI Search (v3) API
  description: The Search (v3) API from Depict.AI — 3 operation(s) for search (v3).
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Search (v3)
  properties:
  - type: OpenAPI
    url: openapi/depictai-search-v3-api-openapi.yml
- aid: depictai:depictai-settings-api
  name: Depict.AI Settings API
  description: The Settings API from Depict.AI — 12 operation(s) for settings.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Settings
  properties:
  - type: OpenAPI
    url: openapi/depictai-settings-api-openapi.yml
- aid: depictai:depictai-shopify-api
  name: Depict.AI Shopify API
  description: The Shopify API from Depict.AI — 3 operation(s) for shopify.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Shopify
  properties:
  - type: OpenAPI
    url: openapi/depictai-shopify-api-openapi.yml
- aid: depictai:depictai-shopify-collection-template-api
  name: Depict.AI Shopify Collection Template API
  description: The Shopify Collection Template API from Depict.AI — 4 operation(s) for shopify collection template.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Shopify Collection Template
  properties:
  - type: OpenAPI
    url: openapi/depictai-shopify-collection-template-api-openapi.yml
- aid: depictai:depictai-tracking-api
  name: Depict.AI tracking API
  description: The tracking API from Depict.AI — 2 operation(s) for tracking.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - tracking
  properties:
  - type: OpenAPI
    url: openapi/depictai-tracking-api-openapi.yml
- aid: depictai:depictai-translations-api
  name: Depict.AI translations API
  description: The translations API from Depict.AI — 1 operation(s) for translations.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - translations
  properties:
  - type: OpenAPI
    url: openapi/depictai-translations-api-openapi.yml
- aid: depictai:depictai-users-api
  name: Depict.AI Users API
  description: The Users API from Depict.AI — 1 operation(s) for users.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Users
  properties:
  - type: OpenAPI
    url: openapi/depictai-users-api-openapi.yml
- aid: depictai:depictai-vitals-api
  name: Depict.AI Vitals API
  description: The Vitals API from Depict.AI — 1 operation(s) for vitals.
  humanURL: https://docs.depict.ai/api-reference/headless/overview
  baseURL: https://api.depict.ai
  tags:
  - Vitals
  properties:
  - type: OpenAPI
    url: openapi/depictai-vitals-api-openapi.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DeveloperPortal
  url: https://docs.depict.ai/
- type: Documentation
  url: https://docs.depict.ai/headless/introduction
- type: APIReference
  url: https://docs.depict.ai/api-reference/headless/overview
- type: GettingStarted
  url: https://docs.depict.ai/headless/getting-started
- type: Authentication
  url: authentication/depictai-authentication.yml
- type: OAuthScopes
  url: scopes/depictai-scopes.yml
- type: Conventions
  url: conventions/depictai-conventions.yml
- type: ErrorCatalog
  url: errors/depictai-problem-types.yml
- type: DataModel
  url: data-model/depictai-data-model.yml
- type: Conformance
  url: conformance/depictai-conformance.yml
- type: Lifecycle
  url: lifecycle/depictai-lifecycle.yml
- type: StatusPage
  url: https://status.depict.ai
- type: ChangeLog
  url: changelog/depictai-changelog.yml
- type: ChangeLog
  url: https://docs.depict.ai/changelog/headless
- type: Packages
  url: packages/depictai-packages.yml
- type: SDKs
  url: packages/depictai-packages.yml
- type: Components
  url: components/depictai-components.yml
- type: MCPServer
  url: mcp/depictai-mcp.yml
- type: AgentSkill
  url: skills/_index.yml
- type: AgenticAccess
  url: agentic-access/depictai-agentic-access.yml
- type: LLMsTxt
  url: llms/depictai-llms.txt
- type: WellKnown
  url: well-known/depictai-well-known.yml
- type: DomainSecurity
  url: security/depictai-domain-security.yml
- type: VulnerabilityDisclosure
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x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence