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Verified July 24, 2026AI E-Commerce Personalisation and Product Recommendations

Nosto AI

Nosto / nosto.com

AI-powered e-commerce personalisation platform providing product recommendations, category merchandising, personalised search, and content personalisation for online retailers.

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Pricing

Free

Free plan

No

Category

Developer Tools

Platforms

2

Free plan

No

API access

No

Open source

No

Platforms

2

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What is Nosto AI?

Nosto is an e-commerce personalisation platform using AI to deliver personalised product recommendations, dynamic content, and personalised search across e-commerce sites. AI product recommendations apply collaborative filtering and session-based ML to surface products each shopper is most likely to purchase — homepage recommendations, similar products, frequently bought together, post-purchase cross-sell, and abandoned cart recommendations, all personalised to individual shopping behaviour. Category Merchandising AI optimises product ranking and display within category pages — boosting high-performing products, demoting out-of-stock items, and applying merchandise rules on top of AI-optimised ranking. Personalised Search applies AI to search result personalisation — the same search query returns differently ranked results for different shoppers based on their purchase history and session behaviour. Content Personalisation delivers different homepage banners, promotional content, and category features to different shopper segments based on behaviour and attributes. Nosto integrates with Shopify, Salesforce Commerce Cloud, Magento, and BigCommerce — deploying on major e-commerce platforms without custom development. Customers include Ace Hardware, Dermalogica, and Gymshark.

e-commerceaipersonalisationrecommendationssearchmerchandising
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How Nosto AI works

Nosto AI runs as ml platform software built around data workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web and api.

Video Guides

Watch Nosto AI in action

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Key Features

What makes it worth shortlisting

The capabilities that matter most for teams evaluating Nosto AI.

01

AI product recommendations

ML personalising every recommendation placement based on individual shopper behaviour — homepage, similar products, frequently bought together, and cross-sell personalised to each visitor.

02

Category Merchandising AI

AI optimising product ranking within category pages alongside merchandiser rules — boosting high-performers and personalising category display based on shopper behaviour signals.

03

Personalised Search

Individual search result ranking from shopper purchase history and session — the same query returns different rankings based on each shopper's demonstrated preferences.

AI product recommendations (homepage, PDP, cross-sell, upsell, cart)Category Merchandising AI (product ranking and boosting)Personalised Search (personalised result ranking)Content Personalisation (banner and creative personalisation)Segmentation and audience creationA/B testing and optimisationEmail trigger recommendationsAnalytics and conversion attributionShopify, SFCC, Magento integrationReal-time personalisation

Best use cases

AI product recommendations for e-commerce conversion
Category merchandising optimisation
Personalised search for e-commerce
Content and banner personalisation
E-commerce revenue optimisation

Who should use it

E-commerce merchandising and marketing teams
Conversion rate optimisation managers
E-commerce technology leaders
Digital marketing managers
D2C and marketplace sellers

Pros

  • Ace Hardware, Dermalogica, and Gymshark validate across hardware, beauty, and fitness e-commerce
  • AI product recommendations directly improve the highest-conversion touchpoints on e-commerce sites
  • Native Shopify, SFCC, and Magento integrations deploy without custom development investment
  • Category merchandising AI reduces manual merchandising time while improving product ranking performance

Cons

  • Annual subscription pricing for e-commerce businesses with significant traffic and revenue
  • Personalisation value depends on data volume — newer or lower-traffic stores have less personalisation signal
  • Competing with Bloomreach (rank 699), Constructor (rank 739), and Dynamic Yield for e-commerce personalisation

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Pricing Analysis

Is it worth the price?

Annual subscription. Per-revenue-share or per-request pricing. Demo available.

Model

Subscription

Starting price

Free

Free trial

Yes

Similar Tools

Tools like Nosto AI

Bloomreach (rank 699) provides personalisation alongside CDP and CMS. Constructor (rank 739) provides AI search and discovery. Dynamic Yield provides personalisation and experimentation. Klevu provides personalised e-commerce search.

Comparison

Nosto AI vs Hugging Face

A side-by-side look at the closest alternative in this category.

Nosto AI favicon

Nosto AI

Nosto

Hugging Face favicon

Hugging Face

Hugging Face

Overview
Rating
—
—
Category
Developer Tools
Developer Tools
Subcategory
AI E-Commerce Personalisation and Product Recommendations
AI Model Hub
Company
Nosto
Hugging Face
Status
Active
Active
Launch year
2022
2016
Tags
e-commerceaipersonalisationrecommendationssearchmerchandising
open-sourcemachine-learningmodelsdatasetstransformersresearch
Pricing
Starting price
FreeBest value
$9/mo
Pricing model
Subscription
Freemium
Free plan
No
Yes
Free trial
✓
✕
Pricing notes

Annual subscription. Per-revenue-share or per-request pricing. Demo available.

Free for most models and Spaces. Pro $9/month for private models, priority inference, and ZeroGPU. Enterprise Hub from $20/user/month for team collaboration and security.

Capabilities
Best for
AI product recommendations for e-commerce conversionCategory merchandising optimisationPersonalised search for e-commerceContent and banner personalisationE-commerce revenue optimisation
Open source model explorationModel fine-tuningResearchML model deploymentDataset management
Target audience
E-commerce merchandising and marketing teamsConversion rate optimisation managersE-commerce technology leadersDigital marketing managersD2C and marketplace sellers
AI researchersML engineersData scientistsDevelopersAcademic researchers
AI type
ML Platform
ML Platform
Modalities
Data
TextImageAudioVideoCode
Technical
Model provider
Nosto
Open Source Community
Model names
—
LlamaMistralStable DiffusionFLUXWhisper
API available
✕
✓
Open source
✕
✓
Deployment
SaaS
SaaSAPIOpen Source
Platforms
WebAPI
WebPython library
Integrations
ShopifySalesforce Commerce CloudMagentoBigCommerceKlaviyoAPI
GitHubGoogle ColabAWSAzureGCPVS Code
Team collaboration
✓
✓
Trust & security
Security

SOC 2 Type II. ISO 27001. GDPR compliant. Enterprise data handling agreements.

Enterprise Hub includes SSO, access controls, audit logs, and private infrastructure. SOC 2 compliant.

Privacy notes

Shopper behaviour and product data processed on Nosto cloud. Review data handling for personalisation data and GDPR consent requirements.

Public models and datasets are openly accessible. Enterprise Hub provides private model storage with data handling agreements. Review individual model licences before commercial deployment.

Verdict
Pros
  • Ace Hardware, Dermalogica, and Gymshark validate across hardware, beauty, and fitness e-commerce
  • AI product recommendations directly improve the highest-conversion touchpoints on e-commerce sites
  • Native Shopify, SFCC, and Magento integrations deploy without custom development investment
  • Category merchandising AI reduces manual merchandising time while improving product ranking performance
  • De facto standard hub for open source AI models with 500,000+ available
  • Transformers library provides consistent API for diverse model families
  • Spaces enable easy demo deployment without web infrastructure
  • Free for public models and strong community support
Cons
  • Annual subscription pricing for e-commerce businesses with significant traffic and revenue
  • Personalisation value depends on data volume — newer or lower-traffic stores have less personalisation signal
  • Competing with Bloomreach (rank 699), Constructor (rank 739), and Dynamic Yield for e-commerce personalisation
  • Technical platform primarily for developers and researchers
  • Inference API quality varies for very large or complex models
  • Navigation complexity increases with scale of the platform
Details

Technical & deployment info

Key facts about model providers, platforms, and team support.

Model Provider

Nosto

Platforms

Web, API

Deployment

SaaS

Integrations

Shopify, Salesforce Commerce Cloud, Magento, BigCommerce, Klaviyo, API

Team Collaboration

Yes

Launch Year

2022

Trust

Security & privacy

Compliance signals and data-handling notes as reported by the vendor.

SOC 2 Type II. ISO 27001. GDPR compliant. Enterprise data handling agreements.

Shopper behaviour and product data processed on Nosto cloud. Review data handling for personalisation data and GDPR consent requirements.

Reviews

What users are saying

Verified reviews from signed-in users, stored in the backend and averaged into this tool's rating.

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FAQ

Common questions about Nosto AI

Demo available. Annual subscription — contact Nosto's team.

Editorial Verdict

Should you use Nosto AI?

Nosto is a strong AI e-commerce personalisation platform for online retailers wanting AI product recommendations, category merchandising, and personalised search without significant custom development investment.

Last verified July 24, 2026.

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