Contact for Pricing

Qloo

Cultural taste graph of 3.7 billion entities that predicts preference across categories.

4.2 Data and Analytics
4.2 Very good 4.2

Bottom line: Qloo is a strong data and analytics tool, best known for knowledge graph of about 3.7 billion cultural entities.

Answers the cross-category question behavioural data cannot No published pricing
Reviewed by Challenging Voice Editorial · Updated Aug 2026 How we rate
PricingContact for Pricing
Free planNo
CompanyQloo, Inc.
PlatformsAPI, Web
Best forData and Analytics
Visits14
Last reviewedAug 2026
UpdatedAug 2026
Ask AI about Qloo ChatGPT Claude Perplexity

Overview

Qloo maps taste. Its knowledge graph holds around 3.7 billion cultural entities, restaurants, hotels, music, films, brands and destinations, connected by more than ten trillion preference signals, and the useful trick is crossing between categories: inferring what somebody will want to eat from what they listen to.

That cross-domain inference is what conventional recommendation cannot do. A system trained on your purchases in one category knows nothing about you in another, which is why every recommender starts cold with each new customer, and a graph of how tastes correlate across culture answers a question that behavioural data alone cannot.

It licenses the graph, offers audience intelligence and taste analysis, and integrates with LLMs and agents including on-device deployment. Netflix, PepsiCo, Match Group and Michelin are named as customers, with a 273 percent booking increase cited for Michelin’s Tablet Hotels. Nothing is priced publicly, the graph reflects the cultures its data came from, and taste inference across categories is probabilistic in a way that individual predictions will not always survive.

Key features

  • Knowledge graph of about 3.7 billion cultural entities
  • Cross-domain preference prediction
  • Audience intelligence and taste analysis
  • Data licensing of the cultural graph
  • LLM, agent and on-device integration

Screenshots & demo

Demo video

Screenshots

Qloo screenshot 1

Pricing

Qloo uses custom pricing. Contact their team for a quote based on your needs.

  • Pricing modelContact for Pricing
  • Starting priceCustom
  • Free planNo
Visit Qloo

Pricing is provided as a guide. Check the official site for the latest plans.

Pros & cons

Pros

  • Answers the cross-category question behavioural data cannot
  • A decade of graph building behind it
  • Works on-device as well as through an API

Cons

  • No published pricing
  • The graph reflects the cultures its data came from
  • Cross-category inference is probabilistic at the individual level

How it compares

ToolRatingFreeFromBest known for
Qloo (this tool)4.2NoKnowledge graph of about 3.7 billion cultural entities
Celonis4.6NoAutomated process reconstruction from ERP and CRM event logs
FiftyOne4.5YesFreeInteractive visual interface for exploring images, videos, and their labels
Hex4.4YesFreeCollaborative SQL and Python notebooks

Our verdict

4.2 / 5 4.2

Qloo is a strong data and analytics tool, best known for knowledge graph of about 3.7 billion cultural entities.

What makes it different: Qloo stands out for knowledge graph of about 3.7 billion cultural entities.

How we score it
Overall 4.2
Value for money 4.2
Feature depth 4.9
Popularity 4.0
Best for ProfessionalsTeamsCreatorsCurious learners

Frequently asked questions

What is Qloo?
Qloo is a data and analytics tool listed in the Challenging Voice directory. Cultural taste graph of 3.7 billion entities that predicts preference across categories.
Is Qloo free?
Qloo does not offer a free plan.
What are the best Qloo alternatives?
Popular alternatives to Qloo include Capalyze, PublicAI, and Tabscanner. Browse them all in the Data and Analytics category.
Is Qloo any good?
Qloo scores 4.2 out of 5 based on our editorial review.

Reviews

4.2 No reviews yet

Write a review

Similar tools you might like