Glance

Glance is an AI‑powered shopping assistant that curates personalized product recommendations, predicts fashion trends, and enables users to shop across multiple brands via a conversational interface. The platform combines computer‑vision, natural‑language processing, and real‑time inventory data to deliver a seamless, agentic commerce experience, backed by over $600 million in capital and a team with 20+ years of combined leadership experience.

Glance is listed with 1 API on the APIs.io network. Tagged areas include Artificial Intelligence, Shopping, Personalization, Commerce, and Fashion.

The Glance catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

Glance’s developer surface includes authentication, documentation, getting-started guide, and 18 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

28.0/100 thin Agent 33/100 agent ready Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

AccessSelf serve

1 API

Artificial Intelligence Shopping Personalization Commerce Fashion

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 28.0/100 · thin

Contract Quality 3.7 / 21

Developer Ergonomics 7.3 / 17

Access Clarity 2.5 / 17

Operational Transparency 1.0 / 11

Contract Governance 2.2 / 10

Discoverability 5.2 / 9

Regulatory Posture 4.4 / 15

Agent readiness — 33/100 · agent ready

Machine-Readable Contract 18 / 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 8 / 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):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship Ask about this →
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author Ask about this →
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) Ask about this →
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes Ask about this →
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented) Ask about this →
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link Ask about this →

7 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 17.4 — up to +20.7 composite points Ask about this →
Access Clarity scores 14.9 — up to +17.0 composite points Ask about this →
Operational Transparency scores 9.5 — up to +11.8 composite points Ask about this →

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.

Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →

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/glance-com/apis.yml: open an issue on github.com/api-evangelist/glance-com 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 3

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.

Agent2Agent

measured — observed by APIs.io (flavored)

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.

Glance API

Glance API as documented publicly: 1 operations. Contract generated from the documentation by API Evangelist (2026-11-10); not the provider's own document.

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Glance Com Context

1 classes · 2 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs. Counts are the severity each rule declares, not results of running them.

Glance API Rules

31 rules · 29 error-severity 1 warn-severity 1 info-severity

SPECTRAL

JSON Schema 1

Standalone JSON Schema definitions for this provider's data models.

PostAvatarV1GenerationTryRequest

2 properties

JSON SCHEMA

Security Posture 3

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

Glance Authentication

1 scheme

SECURITY

Glance Domain Security

TLSv1.3 · DMARC

SECURITY

Glance Vulnerability Disclosure

no policy recorded

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

Conformance

Access & Security 5

Authentication, authorization, and security posture

Authentication

Authentication

TrustCenter

TrustCenter

Security

Security

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Newsroom

Newsroom

Website

Website

Other 3

Properties that don't map to a standard resource type

AgentCard

AgentCard

Hosts

Hosts

Leadership

Leadership

Source (apis.yml)

aid: glance-com
name: Glance
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  gated: none
  gated_source:
  - onboarding
  label: Self-serve signup
  confidence: low
  probe_state: unreadable
  source:
  - authentication
  - security
  generated: '2026-11-13'
  method: derived
image: https://glance-web.glance-cdn.com/shared_image_54971287d5.png
description: Glance is an AI‑powered shopping assistant that curates personalized product recommendations, predicts fashion
  trends, and enables users to shop across multiple brands via a conversational interface. The platform combines computer‑vision,
  natural‑language processing, and real‑time inventory data to deliver a seamless, agentic commerce experience, backed by
  over $600 million in capital and a team with 20+ years of combined leadership experience.
url: https://artifacts.apis.io/glance-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-10 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-10'
modified: '2026-11-10'
tags:
- Artificial Intelligence
- Shopping
- Personalization
- Commerce
- Fashion
tags_raw:
- AI
- Shopping
- Personalization
- Commerce
- Fashion
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/glance-com-rules.yml
- type: JSONLD
  url: json-ld/glance-com-context.jsonld
- type: Vocabulary
  url: vocabulary/glance-com-vocabulary.yml
- type: DataModel
  url: data-model/glance-com-data-model.yml
- type: Authentication
  url: authentication/glance-com-authentication.yml
- type: Conformance
  url: conformance/glance-com-conformance.yml
- type: LLMsTxt
  url: llms/glance-com-llms.txt
- type: AgentCard
  url: a2a/glance-com-a2a.yml
- type: WellKnown
  url: well-known/glance-com-well-known.yml
- type: Hosts
  url: hosts/glance-com-hosts.yml
- type: TrustCenter
  url: https://glance.com/us/trust-center
- type: Security
  url: https://glance.com/us/legal/security
- type: PrivacyPolicy
  url: https://glance.com/privacy-policy?region=in&utm_source=realme
- type: Newsroom
  url: https://glance.com/us/newsroom
- type: Leadership
  url: https://glance.com/us/about-us/leadership/piyush-shah
- type: VulnerabilityDisclosure
  url: security/glance-com-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/glance-com-domain-security.yml
- type: Documentation
  url: https://glance.com/us/glanceai/help
- type: DeveloperPortal
  url: https://glance.com/us/glanceai/help
- type: GettingStarted
  url: https://glance.com/us/glanceai/help/getting-started
- type: Website
  url: https://glance.com/
apis:
- aid: glance-com:glance-com-api
  name: Glance API
  description: 'Glance API as documented publicly: 1 operations. Contract generated from the documentation by API Evangelist
    (2026-11-10); not the provider''s own document.'
  humanURL: https://docs.glance.com/mobile/android/integration-steps.html
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/glance-com-openapi-generated.yml
    x-provenance: generated
  - type: JSONSchema
    url: json-schema/glance-com-post-avatar-v1-generation-try-request-schema.json
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: No OpenAPI, AsyncAPI, GraphQL, or other machine‑readable contract was found despite probing common spec URLs on
    the API and docs hosts.
  evidence:
  - url: https://docs.glance.com/openapi.json
    status: 200
  checked: '2026-11-10'
x-enrichment:
  date: '2026-11-10'
  status: enriched
  artifacts_added: 26
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Glance API — frequently asked questions

Does Glance have an API?

Yes. APIs.io lists 1 API from Glance, including Glance API.

Is there an OpenAPI specification for the Glance API?

Yes. APIs.io indexes 1 OpenAPI specification for Glance, each linked for download from this page.

How do I authenticate with the Glance API?

Glance documents its authentication (1 scheme). The details are profiled on APIs.io as Glance Authentication.

Is the Glance API ready for AI agents?

Glance has a Kin Score of 28.0 out of 100 (thin) and an Agent Readiness score of 33.1 (agent-ready), scored by API Evangelist on 2026-11-13.

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