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 16 API contracts indexed on the APIs.io network, including Datasets API, Personalize Batch Inference Job API, Personalize Batch Segment Job API, and 13 more. Tagged areas include Artificial Intelligence, Amazon Web Services, Customer Experience, Machine Learning, 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 31 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

61.6/100 strong ▬ flat Agent 30/100 agent ready saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessPaid

1 published contract

Artificial Intelligence Amazon Web Services Customer Experience Machine Learning Personalization Recommendations

What this lets a business do 1

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

AI Model Services

AE-110

amazon-personalize-batch-inference-job-apiamazon-personalize-campaign-apiamazon-personalize-dataset-export-job-apiamazon-personalize-dataset-group-apiamazon-personalize-dataset-import-job-apiamazon-personalize-datasets-api

POST /#CreateBatchInferenceJob POST /#CreateRecommender POST /#StartRecommender POST /#StopRecommender

Kin Score

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

Composite quality — 61.6/100 · strong

Contract Quality 12.7 / 19

Developer Ergonomics 7.7 / 15

Access Clarity 15.0 / 15

Operational Transparency 2.1 / 10

Contract Governance 2.5 / 9

Discoverability 4.8 / 8

Regulatory Posture 4.9 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 30/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 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

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

Show this score on your site.

It updates itself when the score changes. Paste this where you link to your API docs:

<a href="https://apis.io/providers/amazon-personalize/"><img src="https://apis.io/badge/amazon-personalize/card.svg" alt="Amazon Personalize on APIs.io — Kin Score by API Evangelist"></a>

Other styles, a README pill and a shields.io endpoint are on the badge page.

Raise your score.

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
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)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks

7 more unmet checks in the Agent Readiness table above.

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

Operational Transparency scores 21.1 — up to +10.3 composite points
Developer Ergonomics scores 51.2 — up to +9.8 composite points
Contract Governance scores 27.3 — up to +8.7 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/amazon-personalize/apis.yml: open an issue on github.com/api-evangelist/amazon-personalize 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 1

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.

OpenAPI

measured — observed by APIs.io (published)

APIs 16

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

Amazon Personalize Datasets API

Operations for managing datasets and dataset groups

Amazon Personalize Personalize Batch Inference Job API

The Personalize Batch Inference Job API from Amazon Personalize — 3 operation(s) for personalize batch inference job.

Amazon Personalize Personalize Batch Segment Job API

The Personalize Batch Segment Job API from Amazon Personalize — 3 operation(s) for personalize batch segment job.

Amazon Personalize Personalize Campaign API

The Personalize Campaign API from Amazon Personalize — 5 operation(s) for personalize campaign.

Amazon Personalize Personalize Data Deletion Job API

The Personalize Data Deletion Job API from Amazon Personalize — 3 operation(s) for personalize data deletion job.

Amazon Personalize Personalize Dataset Export Job API

The Personalize Dataset Export Job API from Amazon Personalize — 3 operation(s) for personalize dataset export job.

Amazon Personalize Personalize Dataset Group API

The Personalize Dataset Group API from Amazon Personalize — 4 operation(s) for personalize dataset group.

Amazon Personalize Personalize Dataset Import Job API

The Personalize Dataset Import Job API from Amazon Personalize — 3 operation(s) for personalize dataset import job.

Amazon Personalize Personalize Event Tracker API

The Personalize Event Tracker API from Amazon Personalize — 4 operation(s) for personalize event tracker.

Amazon Personalize Personalize Filter API

The Personalize Filter API from Amazon Personalize — 4 operation(s) for personalize filter.

Amazon Personalize Personalize Metric Attribution API

The Personalize Metric Attribution API from Amazon Personalize — 5 operation(s) for personalize metric attribution.

Amazon Personalize Personalize Operations API

The Personalize Operations API from Amazon Personalize — 10 operation(s) for personalize operations.

Amazon Personalize Personalize Recommender API

The Personalize Recommender API from Amazon Personalize — 7 operation(s) for personalize recommender.

Amazon Personalize Personalize Schema API

The Personalize Schema API from Amazon Personalize — 4 operation(s) for personalize schema.

Amazon Personalize Personalize Solution API

The Personalize Solution API from Amazon Personalize — 5 operation(s) for personalize solution.

Amazon Personalize Personalize Solution Version API

The Personalize Solution Version API from Amazon Personalize — 3 operation(s) for personalize solution version.

Scroll for all 16

Postman Collections 1

Ready-to-run Postman collections for exercising this provider's APIs.

Amazon Personalize API

POSTMAN

Open Collections 2

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Amazon Personalize Datasets API

OPEN COLLECTION

Amazon Personalize API

OPEN COLLECTION

Arazzo Workflows 1

Multi-step API workflows described with the Arazzo specification.

Amazon Personalize Create a Dataset Group

Create an empty Amazon Personalize dataset group for organizing training datasets.

ARAZZO

Amazon Personalize API pricing

Prices published by Amazon Personalize, read 2026-10-28 from aws.amazon.com/personalize/pricing/.

Plan	Price
Data ingestion	$0.05 per GB of data uploaded to Amazon Personalize
Training (v2 recipes)	$0.002 per 1,000 interactions ingested for training
Inference (v2 recipes)	$0.15 per 1,000 recommendation requests for both real-time recommendations and batch recom
Training (custom solutions)	$0.24 per training hour
Real-time recommendations - first 72 million requests per month	$0.0556 per 1,000 recommendation requests
Real-time recommendations - next 648 million requests per month	$0.0278 per 1,000 recommendation requests
Real-time recommendations - over 720 million requests per month	$0.0139 per 1,000 recommendation requests
Item metadata surcharge (campaigns)	$0.0167 per 1,000 recommendation requests per 1,000 requests

All 24 plans, limits and sources →

Rate limits

Free Tier Default: 10 requests per minute
Free Tier Monthly Quota: 1000 requests per month
Professional Tier Default: 100 requests per minute

Compiled by API Evangelist, not yet checked against Amazon Personalize's documentation. All 5 limits →

Billed by: 1,000 recommendations · FinOps profile →

Pricing Plans 1

Published pricing tiers and plan structures.

Amazon Personalize Plans Pricing

24 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Amazon Personalize Rate Limits

5 limits

RATE LIMITS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Amazon Personalize

SLA

FinOps 1

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

Amazon Personalize Finops

FINOPS

Semantic Vocabularies 2

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

Amazon Personalize Context

0 classes · 5 properties

JSON-LD

Amazon Personalize Openapi Context

4 classes · 10 properties

JSON-LD

Spectral Rules 2

Spectral governance rulesets for linting and validating these APIs.

Amazon Personalize — jsonschema rules

6 rules · 4 warnings 2 info

SPECTRAL

Amazon Personalize API Rules

25 rules · 10 errors 13 warnings 2 info

SPECTRAL

JSON Schema 5

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

Amazon Personalize Dataset Group Definition

12 properties

JSON SCHEMA

Campaign

5 properties

JSON SCHEMA

CreateDatasetGroupRequest

2 properties

JSON SCHEMA

DatasetGroup

5 properties

JSON SCHEMA

Solution

5 properties

JSON SCHEMA

JSON Structure 5

JSON Structure definitions describing this provider's data shapes.

Amazon Personalize Structure

12 properties

JSON STRUCTURE

Openapi Campaign Structure

5 properties

JSON STRUCTURE

Openapi Create Dataset Group Request Structure

2 properties

JSON STRUCTURE

Openapi Dataset Group Structure

5 properties

JSON STRUCTURE

Openapi Solution Structure

5 properties

JSON STRUCTURE

Examples 5

Example request and response payloads for these APIs.

Amazon Personalize Example

12 fields

EXAMPLE

Openapi Campaign Example

5 fields

EXAMPLE

Openapi Create Dataset Group Request Example

2 fields

EXAMPLE

Openapi Dataset Group Example

5 fields

EXAMPLE

Openapi Solution Example

5 fields

EXAMPLE

Security Posture 4

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

Amazon Personalize Authentication

apiKey · 1 scheme

SECURITY

Amazon Personalize Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Amazon Personalize Vulnerability Disclosure

security.txt · contact published

SECURITY

Amazon Personalize Trust Center

PCI DSS, HIPAA, FedRAMP, GDPR, FIPS 140

SECURITY

Agentic Access 1

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

Amazon Personalize Agentic Access

1 operation · 1 acting

1 operations · 1 acting

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 5

Status, limits, changes, and where to get help

RateLimits

Support

Service Status

FAQ

StackOverflow

Commercial 5

Pricing, plans, and the legal terms of use

Plans

FinOps

TermsOfService

Pricing

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 1

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

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
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
specificationVersion: '0.23'
accessModel:
  pricing: paid
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Paid
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://a0.awsstatic.com/libra-css/images/logos/aws_logo_smile_1200x630.png
tags:
- Artificial Intelligence
- Amazon Web Services
- Customer Experience
- Machine Learning
- Personalization
- Recommendations
tags_raw:
- AI
- AWS
- Customer Experience
- Machine Learning
- ML
- Personalization
- Recommendations
- Machine-Learning
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
- aid: amazon-personalize:amazon-personalize-batch-inference-job-api
  name: Amazon Personalize Personalize Batch Inference Job API
  description: The Personalize Batch Inference Job API from Amazon Personalize — 3 operation(s) for personalize batch inference
    job.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Batch Inference Job
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-batch-inference-job-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-batch-segment-job-api
  name: Amazon Personalize Personalize Batch Segment Job API
  description: The Personalize Batch Segment Job API from Amazon Personalize — 3 operation(s) for personalize batch segment
    job.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Batch Segment Job
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-batch-segment-job-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-campaign-api
  name: Amazon Personalize Personalize Campaign API
  description: The Personalize Campaign API from Amazon Personalize — 5 operation(s) for personalize campaign.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Campaign
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-campaign-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-data-deletion-job-api
  name: Amazon Personalize Personalize Data Deletion Job API
  description: The Personalize Data Deletion Job API from Amazon Personalize — 3 operation(s) for personalize data deletion
    job.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Data Deletion Job
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-data-deletion-job-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-dataset-export-job-api
  name: Amazon Personalize Personalize Dataset Export Job API
  description: The Personalize Dataset Export Job API from Amazon Personalize — 3 operation(s) for personalize dataset export
    job.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Dataset Export Job
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-dataset-export-job-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-dataset-group-api
  name: Amazon Personalize Personalize Dataset Group API
  description: The Personalize Dataset Group API from Amazon Personalize — 4 operation(s) for personalize dataset group.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Dataset Group
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-dataset-group-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-dataset-import-job-api
  name: Amazon Personalize Personalize Dataset Import Job API
  description: The Personalize Dataset Import Job API from Amazon Personalize — 3 operation(s) for personalize dataset import
    job.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Dataset Import Job
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-dataset-import-job-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-event-tracker-api
  name: Amazon Personalize Personalize Event Tracker API
  description: The Personalize Event Tracker API from Amazon Personalize — 4 operation(s) for personalize event tracker.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Event Tracker
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-event-tracker-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-filter-api
  name: Amazon Personalize Personalize Filter API
  description: The Personalize Filter API from Amazon Personalize — 4 operation(s) for personalize filter.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Filter
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-filter-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-metric-attribution-api
  name: Amazon Personalize Personalize Metric Attribution API
  description: The Personalize Metric Attribution API from Amazon Personalize — 5 operation(s) for personalize metric attribution.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Metric Attribution
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-metric-attribution-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-operations-api
  name: Amazon Personalize Personalize Operations API
  description: The Personalize Operations API from Amazon Personalize — 10 operation(s) for personalize operations.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Operations
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-operations-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-recommender-api
  name: Amazon Personalize Personalize Recommender API
  description: The Personalize Recommender API from Amazon Personalize — 7 operation(s) for personalize recommender.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Recommender
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-recommender-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-schema-api
  name: Amazon Personalize Personalize Schema API
  description: The Personalize Schema API from Amazon Personalize — 4 operation(s) for personalize schema.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Schema
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-schema-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-solution-api
  name: Amazon Personalize Personalize Solution API
  description: The Personalize Solution API from Amazon Personalize — 5 operation(s) for personalize solution.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Solution
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-solution-api-openapi.yml
- aid: amazon-personalize:amazon-personalize-solution-version-api
  name: Amazon Personalize Personalize Solution Version API
  description: The Personalize Solution Version API from Amazon Personalize — 3 operation(s) for personalize solution version.
  humanURL: https://aws.amazon.com/personalize/
  baseURL: https://personalize.amazonaws.com
  tags:
  - Personalize Solution Version
  properties:
  - type: OpenAPI
    url: openapi/amazon-personalize-solution-version-api-openapi.yml
common:
- type: CapabilityMap
  url: capabilities/amazon-personalize-capability-edges.yml
  name: Amazon Personalize Business Capability Map
- type: Plans
  url: plans/amazon-personalize-plans-pricing.yml
- type: RateLimits
  url: rate-limits/amazon-personalize-rate-limits.yml
- type: FinOps
  url: finops/amazon-personalize-finops.yml
- 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: []
x-parent: amazon-web-services
x-relationship: product

Amazon Personalize API — frequently asked questions

Does Amazon Personalize have an API?

Yes. APIs.io lists 16 APIs from Amazon Personalize, including Amazon Personalize Datasets API, Amazon Personalize Personalize Batch Inference Job API and Amazon Personalize Personalize Batch Segment Job API, and 13 more.

Is there an OpenAPI specification for the Amazon Personalize API?

Yes. APIs.io indexes 16 OpenAPI specifications for Amazon Personalize, each linked for download from this page.

How do I authenticate with the Amazon Personalize API?

Amazon Personalize uses bearer-token authentication (apiKey · 1 scheme). The details are profiled on APIs.io as Amazon Personalize Authentication.

How much does the Amazon Personalize API cost?

Amazon Personalize publishes its prices; its Data ingestion plan is $0.05 per GB of data uploaded to Amazon Personalize as of 2026-10-28. APIs.io lists 24 pricing plans for Amazon Personalize, with each plan's price, limits and inclusions under Pricing on this page.

Is the Amazon Personalize API ready for AI agents?

Amazon Personalize has a Kin Score of 61.6 out of 100 (strong) and an Agent Readiness score of 29.6 (agent-ready), scored by API Evangelist on 2026-11-06.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/amazon-personalize"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/amazon-personalize/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/amazon-personalize/evidence"

Calls without X-API-Key need no key. Calls with it need a paid plan — get a key.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.