Amazon Personalize

Amazon Personalize is a fully managed machine learning service that enables developers to create individualized recommendations for customers using their applications.

Amazon Personalize publishes 1 API on the APIs.io network: Datasets API. Tagged areas include AI, Customer Experience, Machine Learning, ML, and Personalization.

The Amazon Personalize catalog on APIs.io includes 2 JSON-LD contexts and 2 Spectral governance rulesets.

Amazon Personalize’s developer surface includes authentication, engineering blog, support, developer console, documentation, pricing, getting-started guide, and 27 more developer resources.

🌐 Visit website 📡 Source on GitHub

66.4/100 exemplar ▬ flat Agent 37/100 agent ready Full breakdown ↓
scored 2026-07-28 · rubric v0.6

AccessFreemiumSelf serve⚡ Free to try

1 APIs

AICustomer ExperienceMachine LearningMLPersonalizationRecommendations

Kin Score

Kin Score How this is scored →
scored 2026-07-28 · rubric v0.6

Composite quality — 66.4/100 · exemplar

Contract Quality 18.4 / 25

Developer Ergonomics 10.9 / 20

Commercial Clarity 17.4 / 20

Operational Transparency 4.8 / 13

Governance 8.3 / 12

Discoverability 6.7 / 10

Agent readiness — 37/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 7 / 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

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/amazon-personalize: 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 1

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

Rate Limits 1

Documented rate limits and quota policies.

Amazon Personalize Rate Limits

5 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

JSON Schema 5

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

Examples 5

Example request and response payloads for these APIs.

AGENTIC

Resources

Get Started 3

Portal, sign-up, and the first successful call

Console

Console

GettingStarted

GettingStarted

Signup

Signup

Documentation 7

Reference material describing how the API behaves

CLI Reference

CLI Reference

Documentation

Documentation

Amazon Personalize

JSONSchema

Openapi Campaign

JSONSchema

Openapi Create Dataset Group Request

JSONSchema

Openapi Dataset Group

JSONSchema

Openapi Solution

JSONSchema

Scroll for all 7

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Arazzo

SpectralRules

Vocabulary

JSONLD

JSONLD

Build 4

SDKs, sample code, and the tooling you integrate with

PostmanWorkspace

PostmanWorkspace

SDKs

SDKs

GitHubOrganization

GitHubOrganization

Code Examples

Code Examples

Access & Security 5

Authentication, authorization, and security posture

TrustCenter

TrustCenter

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Authentication

Authentication

Compliance

Compliance

Operate 4

Status, limits, changes, and where to get help

Support

Service Status

FAQ

StackOverflow

Commercial 3

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

Pricing

Pricing

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

Website

Website

Source (apis.yml)

name: Amazon Personalize
description: Amazon Personalize is a fully managed machine learning service that enables developers to create individualized
  recommendations for customers using their applications.
url: https://aws.amazon.com/personalize/
type: Index
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://a0.awsstatic.com/libra-css/images/logos/aws_logo_smile_1200x630.png
tags:
- AI
- AWS
- Customer Experience
- Machine Learning
- ML
- Personalization
- Recommendations
created: '2024-01-15'
modified: '2026-05-19'
apis:
- aid: amazon-personalize:amazon-personalize-datasets-api
  name: Amazon Personalize Datasets API
  description: Operations for managing datasets and dataset groups
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Datasets
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-datasets-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/personalize/latest/dg/what-is-personalize.html
  - type: JSONSchema
    url: json-schema/amazon-personalize-schema.json
  - type: JSONLD
    url: json-ld/amazon-personalize-context.jsonld
  - type: Pricing
    url: https://aws.amazon.com/personalize/pricing/
  - type: GettingStarted
    url: https://aws.amazon.com/personalize/getting-started/
  - type: FAQ
    url: https://aws.amazon.com/personalize/faqs/
  - type: Features
    url: https://aws.amazon.com/personalize/features/
  - type: Developer Guide
    url: https://docs.aws.amazon.com/personalize/latest/dg/what-is-personalize.html
  - type: APIReference
    url: https://docs.aws.amazon.com/personalize/latest/dg/API_Reference.html
  - type: RateLimits
    url: https://docs.aws.amazon.com/personalize/latest/dg/limits.html
common:
- type: AgenticAccess
  url: agentic-access/amazon-personalize-agentic-access.yml
- type: TrustCenter
  url: security/amazon-personalize-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/amazon-personalize-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/amazon-personalize-domain-security.yml
- type: Authentication
  url: authentication/amazon-personalize-authentication.yml
- type: PostmanWorkspace
  url: https://www.postman.com/kinlaneapi/amazon-personalize/overview
- type: Arazzo
  url: arazzo/amazon-personalize-create-dataset-group-workflow.yml
  name: Amazon Personalize Create a Dataset Group
- type: Blog
  url: https://aws.amazon.com/blogs/machine-learning/category/artificial-intelligence/amazon-personalize/
- type: Support
  url: https://aws.amazon.com/premiumsupport/
- type: Console
  url: https://console.aws.amazon.com/personalize/
- type: CLI Reference
  url: https://docs.aws.amazon.com/cli/latest/reference/personalize/
- type: SDKs
  url: https://aws.amazon.com/tools/
- type: Service Status
  url: https://status.aws.amazon.com/
- type: Compliance
  url: https://aws.amazon.com/compliance/
- type: TermsOfService
  url: https://aws.amazon.com/service-terms/
- type: Website
  url: https://aws.amazon.com/personalize/
- type: Documentation
  url: https://docs.aws.amazon.com/personalize/
- type: Pricing
  url: https://aws.amazon.com/personalize/pricing/
- type: GettingStarted
  url: https://aws.amazon.com/personalize/getting-started/
- type: FAQ
  url: https://aws.amazon.com/personalize/faqs/
- type: PrivacyPolicy
  url: https://aws.amazon.com/privacy/
- type: Signup
  url: https://portal.aws.amazon.com/billing/signup
- type: GitHubOrganization
  url: https://github.com/aws
- type: StackOverflow
  url: https://stackoverflow.com/questions/tagged/amazon-personalize
- type: Code Examples
  url: https://docs.aws.amazon.com/code-library/latest/ug/personalize_code_examples.html
- type: SpectralRules
  url: rules/amazon-personalize-spectral-rules.yml
- type: Vocabulary
  url: vocabulary/amazon-personalize-vocabulary.yaml
- type: JSONLD
  url: json-ld/amazon-personalize-context.jsonld
- type: JSONLD
  url: json-ld/amazon-personalize-openapi-context.jsonld
- type: JSONSchema
  url: json-schema/amazon-personalize-schema.json
  title: Amazon Personalize
- type: JSONSchema
  url: json-schema/openapi-campaign-schema.json
  title: Openapi Campaign
- type: JSONSchema
  url: json-schema/openapi-create-dataset-group-request-schema.json
  title: Openapi Create Dataset Group Request
- type: JSONSchema
  url: json-schema/openapi-dataset-group-schema.json
  title: Openapi Dataset Group
- type: JSONSchema
  url: json-schema/openapi-solution-schema.json
  title: Openapi Solution
- type: Integrations
  url: https://aws.amazon.com/marketplace
integrations:
- name: Sign in
- name: Agent Mode
- name: Why AWS Marketplace?
- name: Get started in AWS Marketplace
- name: Industry
- name: Resources
- name: Become a Channel Partner
- name: Sell in AWS Marketplace
- name: Manage Your Account
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
  url: https://apievangelist.com
include: []

Amazon Personalize

APIs 1

Postman Collections 1

Open Collections 1

Arazzo Workflows 1

Pricing Plans 1

Rate Limits 1

FinOps 1

Semantic Vocabularies 2

Spectral Rules 2

JSON Schema 5

JSON Structure 5

Examples 5

Security Posture 4

Agentic Access 1

Get Started 3

Documentation 7

Agent Surfaces 1

Design & Contract 5

Build 4

Access & Security 5

Operate 4

Commercial 3

Company 2

Source (apis.yml)