Car Background AI

Car Background AI offers an AI‑powered car photo editor that removes or replaces vehicle backgrounds, enhances lighting and detail, and provides bulk processing and dealership branding tools. The service is aimed at car dealers, photographers, private sellers, online marketplaces, and dealer‑management systems that need consistent, marketplace‑ready images at scale.

Car Background AI is listed with 1 API on the APIs.io network. Tagged areas include Car Photo Editing, Bulk Editing, Dealership Branding, Automotive Marketplace, and License Plate Blur.

Car Background AI’s developer surface includes pricing, engineering blog, and 14 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

21.2/100 emerging Agent 19/100 agent aware Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessPaid

1 API

Car Photo EditingBulk EditingDealership BrandingAutomotive MarketplaceLicense Plate BlurBackground Generation

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 21.2/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 0.2 / 17

Access Clarity 8.7 / 17

Operational Transparency 0.6 / 11

Contract Governance 1.9 / 10

Discoverability 4.9 / 9

Regulatory Posture 4.3 / 15

Agent readiness — 19/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0

9 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points
Developer Ergonomics scores 1.2 — up to +19.8 composite points
Operational Transparency scores 5.3 — up to +12.3 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/carbackground/apis.yml: open an issue on github.com/api-evangelist/carbackground to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

OAuth 2.0 Protected Resource Metadata

measured — observed by APIs.io (verified)

Dynamic Client Registration

measured — observed by APIs.io (published)

APIs 1

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

CarBackground API

CarBackground.ai provides vehicle background data via a private API; documentation is only available by email.

Car Background AI API pricing

Prices published by Car Background AI, read 2026-11-03 from carbackground.ai/pricing.

Plan	Price
Starter	$29/mo
Pro	$65/mo
Business	$119/mo
Scale	$199/ month

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

Carbackground Plans Pricing

4 plans

PLANS

Security Posture 2

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

Carbackground Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Carbackground Vulnerability Disclosure

security.txt · contact published

SECURITY

Resources

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conformance

Conformance

Access & Security 5

Authentication, authorization, and security posture

Security

Security

SecurityTxt

SecurityTxt

TrustCenter

TrustCenter

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Commercial 4

Pricing, plans, and the legal terms of use

Plans

TermsOfService

PrivacyPolicy

Pricing

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: carbackground
name: Car Background AI
accessModel:
  pricing: paid
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Paid
  confidence: low
  probe_state: unreadable
  source:
  - plans
  - security
  generated: '2026-11-06'
  method: derived
image: https://carbackground.ai/a/3hxVSBkC7Dw7Cd5d65r527/carbg-social-preview.webp
description: Car Background AI offers an AI‑powered car photo editor that removes or replaces vehicle backgrounds, enhances
  lighting and detail, and provides bulk processing and dealership branding tools. The service is aimed at car dealers, photographers,
  private sellers, online marketplaces, and dealer‑management systems that need consistent, marketplace‑ready images at scale.
url: https://artifacts.apis.io/carbackground/apis.yml
x-type: company
x-source: harvest:new-submission
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-03 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-03'
modified: '2026-11-03'
tags:
- Car Photo Editing
- Bulk Editing
- Dealership Branding
- Automotive Marketplace
- License Plate Blur
- Background Generation
tags_raw:
- Car Photo Editing
- Bulk Editing
- Dealership Branding
- Automotive Marketplace
- API
- License Plate Blur
- Background Generation
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/carbackground-plans-pricing.yml
- type: Security
  url: https://carbackground.ai/trust
- type: Conformance
  url: conformance/carbackground-conformance.yml
- type: LLMsTxt
  url: llms/carbackground-llms.txt
- type: SecurityTxt
  url: well-known/carbackground-security.txt
- type: WellKnown
  url: well-known/carbackground-well-known.yml
- type: Hosts
  url: hosts/carbackground-hosts.yml
- type: Vendors
  url: vendors/carbackground-vendors.yml
- type: TrustCenter
  url: https://carbackground.ai/trust
- type: TermsOfService
  url: https://carbackground.ai/terms
- type: PrivacyPolicy
  url: https://carbackground.ai/privacy
- type: Pricing
  url: https://carbackground.ai/pricing
- type: Blog
  url: https://carbackground.ai/blog
- type: VulnerabilityDisclosure
  url: security/carbackground-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/carbackground-domain-security.yml
- type: Website
  url: https://carbackground.ai/
apis:
- name: CarBackground API
  description: CarBackground.ai provides vehicle background data via a private API; documentation is only available by email.
  humanURL: https://app.carbackground.ai/api/
  baseURL: null
  aid: carbackground:carbackground-api
x-submission-notes: API at api.carbackground.ai, docs by email only; root 404
x-submission-probe: docs 200 on 2026-11-03
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: Documentation is only provided by email and no machine‑readable OpenAPI, GraphQL, AsyncAPI or other contract is
    publicly accessible.
  evidence:
  - url: https://app.carbackground.ai/api/
    status: 200
  checked: '2026-11-03'
x-submitted-by: carbackground@mailframe.io (apis.io/add, 2026-11-03)
x-enrichment:
  date: '2026-11-03'
  status: enriched
  artifacts_added: 15
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Car Background AI API — frequently asked questions

Does Car Background AI have an API?

Yes. APIs.io lists 1 API from Car Background AI, including CarBackground API.

How much does the Car Background AI API cost?

Car Background AI publishes its prices; its Starter plan is $29/mo as of 2026-11-03. APIs.io lists 4 pricing plans for Car Background AI, with each plan's price, limits and inclusions under Pricing on this page.

Is the Car Background AI API ready for AI agents?

Car Background AI has a Kin Score of 21.2 out of 100 (emerging) and an Agent Readiness score of 18.7 (agent-aware), scored by API Evangelist on 2026-11-06.

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