Amazon Personalize
A managed service that generates personalized recommendations using AI algorithms that adapt to user behavior in real-time
- Vendor
- Amazon Web Services, Inc.
- Also known as
- amazon-personalize
Available worldwide
What is Amazon Personalize?
A fully managed cloud service that generates real-time, personalized recommendations for e-commerce, media, and applications by analyzing user interactions and adapting dynamically to changing engagement patterns.
Amazon Personalize pricing
Plans, per-tier features and add-ons, dated and linked to live pricing. Pricing changes often; always verify at source before you rely on it.
Usage-based: $0.05/GB ingestion + $0.15 per 1,000 requests. Free tier with monthly limits.
Pay-As-You-Go
Usage-based pricing for recommendations and data ingestion with monthly free tier limits
- free_tier_data_ingestion
- 20 GB/month
- free_tier_training_hours
- 100/month
- free_tier_realtime_requests_other
- 180,000/month
- free_tier_interactions_user_personalization_v2
- 5 million/month
- free_tier_realtime_requests_user_personalization_v2
- 50,000/month
- Real-time personalization
- Batch recommendations
- User segmentation
- Item affinity analysis
- Dynamic filtering
- Text analysis on unstructured content
- OpenSearch integration
- LangChain integration
- Item metadata enrichment
Add-ons
- Item Metadata Enrichment$0.02 per 1000 requests
What Amazon Personalize does
The capabilities that matter for recommendation engines, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Realtime serving
- ✓
- Realtime ingestion
- ✓
- Cold start handling
- ✓
- Explainability
- -
- Built in ab testing
- -
- Open source
- -
- SOC2
- -
- Multi tenant isolation
- -
Platform & deployment
Independently observed- Web
- Cloud / SaaS
Integrations (17)
Independently observed- S3←•
- LucidLink
- Amazon S3←•
- Asana⇄•
- Brave Search API
- Tailscale
- Orca Security CNAPP
- Vanta
- Okta
- Cast AI
- Vonage
- Epsagon
- OpenSearch
- Amazon Bedrock
- LangChain
- SharePoint←
- Confluence←
Amazon Personalize FAQ
Common questions about Amazon Personalize, answered from independent, dated evidence.
What is Amazon Personalize?
Amazon Bedrock offers token-based inference access to foundation models from Anthropic, Meta, Mistral AI, and Amazon, with built-in knowledge bases, data automation, and prompt optimization features. Supports multiple inference tiers with automatic scaling and regional availability. It is indexed under Recommendation Engines.
Is Amazon Personalize free?
Amazon Personalize offers a free tier, so you can start without paying. Paid plans are also available: Standard, Flex, Priority and Reserved. Pricing changes often, so verify at source before relying on it.
What platforms does Amazon Personalize support?
We have confirmed browser-based access to Amazon Personalize. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.
Can Amazon Personalize be self-hosted?
We have only confirmed a cloud / SaaS deployment for Amazon Personalize, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.
What does Amazon Personalize integrate with?
We have confirmed 16 integrations for Amazon Personalize, including OpenSearch, Amazon Bedrock, LangChain, S3, SharePoint, Confluence, Asana and Brave Search API, plus 8 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.
What security certifications does Amazon Personalize have?
We have independently confirmed HIPAA and GDPR for Amazon Personalize. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Amazon Personalize not holding them. Always confirm compliance directly before you rely on it.
Amazon Personalize alternatives
Other recommendation engines we track, ranked by the same independent score.
Compare Amazon Personalize
Side by side against other recommendation engines, attribute by attribute, with a source on every value.
The vioscaleAI score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Amazon Personalize, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Pricing transparency | 100 | 0.05 | 5.4 | ✓ |
| Security posture | 35 | 0.12 | 4.3 | ✓ |
| Price level | 80 | 0.04 | 3.3 | ✓ |
| Capabilities | 58 | 0.04 | 2.2 | ✓ |
| Integrations | 33 | 0.04 | 1.5 | ✓ |
| Reliability | 0 | 0.07 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Content
| Attribute | Value | Evidence |
|---|---|---|
| Faq | 6 items | mediumsource · 2026-09-10 · 62% |
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Realtime serving, Realtime ingestion, Cold start handling | mediumsource · 2026-09-28 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 13 | mediumsource · 2026-09-05 · 60% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | mediumsource · 2026-09-28 · 50% |
Pricing
Security
Is Amazon Personalize the right choice for you?
Tell us the job, the constraints and what you weigh most, and we will rank Amazon Personalize against the rest of the recommendation engines we index, using the same dated evidence weighted your way.
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