Amazon Personalize logo

Amazon Personalize

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

1 APIs 1 Capabilities 0 Features 63.0 / 100 strong
AICustomer ExperienceMachine LearningMLPersonalizationRecommendations

API Rating

63.0/ 100
strong
Scored 2026-05-20 · rubric v0.3
Discoverability80.0
Contract Quality66.7
Governance60.5
Operational Transparency36.8
Developer Ergonomics39.1
Commercial Clarity92.1

APIs

Amazon Personalize API

The Amazon Personalize API enables you to create, train, and deploy machine learning models that generate personalized recommendations for your users.

Capabilities

Amazon Personalize API — Datasets

Amazon Personalize API — Datasets. 1 operations. Lead operation: Amazon Personalize Create a Dataset Group. Self-contained Naftiko capability covering one Amazon Personalize bus...

Run with Naftiko

Semantic Vocabularies

Amazon Personalize Context

0 classes · 5 properties

JSON-LD

Amazon Personalize Openapi Context

4 classes · 10 properties

JSON-LD

API Governance Rules

Amazon Personalize API Rules

21 rules · 10 errors 10 warnings 1 info

SPECTRAL

Resources

📰
Blog
Blog
💬
Support
Support
🌐
Console
Console
🔗
CLI Reference
CLI Reference
📦
SDK
SDK
🟢
Service Status
Service Status
🔗
Compliance
Compliance
📜
TermsOfService
TermsOfService
🔗
Website
Website
🔗
Documentation
Documentation
💰
Pricing
Pricing
🚀
GettingStarted
GettingStarted
💬
FAQs
FAQs
📜
PrivacyPolicy
PrivacyPolicy
📝
SignUp
SignUp
👥
GitHubOrganization
GitHubOrganization
👥
StackOverflow
StackOverflow
💻
Code Examples
Code Examples
🔗
SpectralRules
SpectralRules
🔗
Vocabulary
Vocabulary
🔗
JSONLD
JSONLD
🔗
JSONLD
JSONLD
🔗
Amazon Personalize
JSONSchema
🔗
Openapi Campaign
JSONSchema
🔗
Openapi Create Dataset Group Request
JSONSchema
🔗
Openapi Dataset Group
JSONSchema
🔗
Openapi Solution
JSONSchema

Sources

Raw ↑
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
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:
- name: Amazon Personalize API
  description: The Amazon Personalize API enables you to create, train, and deploy machine learning models that generate personalized
    recommendations for your users.
  image: https://a0.awsstatic.com/libra-css/images/logos/aws_logo_smile_1200x630.png
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Machine Learning
  - Personalization
  - Recommendations
  properties:
  - type: Documentation
    url: https://docs.aws.amazon.com/personalize/latest/dg/what-is-personalize.html
  - type: OpenAPI
    url: https://docs.aws.amazon.com/personalize/latest/dg/API_Reference.html
  - type: OpenAPI
    url: openapi/amazon-personalize-openapi.yml
  - type: OpenAPI
    url: openapi/amazon-personalize-openapi.yml
  - type: JSON Schema
    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: Quotas
    url: https://docs.aws.amazon.com/personalize/latest/dg/limits.html
  - type: NaftikoCapability
    url: capabilities/amazon-personalize-datasets.yaml
common:
- 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: SDK
  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: FAQs
  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: [email protected]
  url: https://apievangelist.com
include: []