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{{Short description|Artificial intelligence software company}}
{{Infobox dot-com company
{{Infobox dot-com company
| name = Qloo
| name = Qloo
| logo = [[File:Qloo-app-logo.png|160px]]
| logo = Qloo-app-logo.png
| logo_size = 160px
| caption =
| type = Private
| caption =
| type =
⚫
| foundation = 2012
| company_type = [[Privately held company|Private]]
| founder = [[Alex Elias]] <br /> Jay Alger
⚫
| foundation = {{start date and age|2012}}
⚫
| location = [[New York, NY]]
| key_people = [[Alex Elias]] (CEO) <br /> Jay Alger (COO)
| founder = [[Alex Elias]]<br />Jay Alger
⚫
| location = [[New York City]]
| industry = Internet <br /> [[Artificial Intelligence]] <br /> [[API]]
| industry = Internet <br /> [[Artificial intelligence]]
| revenue =
| revenue =
| operating_income =
| operating_income =
| net_income =
| net_income =
| num_employees =
| num_employees = <!-- two? -->
| url = {{url|http://qloo.com}}
| url = {{url|http://qloo.com}}
}}
}}
[[File:Alex Elias.jpg|thumb|right|200px|[[Alex Elias]]]]
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'''Qloo''' (pronounced "clue") is a company that uses [[artificial intelligence]] (AI) to understand taste and cultural correlations. It provides companies with an [[application programming interface]] (API).<ref name=culturalai>{{Cite web|url=https://techcrunch.com/2016/06/15/leonardo-dicaprio-barry-sternlicht-back-qloo-a-cultural-recommendation-engine/|title=Leonardo DiCaprio, Barry Sternlicht back Qloo, a cultural recommendation engine|last=Kolodny|first=Lora|website=TechCrunch|access-date=2016-06-15}}</ref> It received funding from [[Leonardo DiCaprio]], [[Elton John]], [[Barry Sternlicht]], [[Pierre Lagrange]] and others.


⚫
Qloo establishes consumer preference correlations via [[machine learning]] across data spanning cultural domains including music, film, television, dining, nightlife, fashion, books, and travel. The [[recommender system]] uses AI to predict correlations for further applications.<ref name=culturalai />
⚫
'''Qloo''' (pronounced "clue")<ref name="pbond"/> is a company that uses [[artificial intelligence]] (AI). An[[application programming interface]] (API) provides cultural correlations.<ref name=culturalai>{{Cite web|url=http://social.techcrunch.com/2016/06/15/leonardo-dicaprio-barry-sternlicht-back-qloo-a-cultural-recommendation-engine/|title=Leonardo DiCaprio, Barry Sternlicht back Qloo, a cultural recommendation engine|last=Kolodny|first=Lora|website=TechCrunch|access-date=2016-06-15}}</ref> It was founded by [[Alex Elias]] and received funding from [[Leonardo DiCaprio]], [[Barry Sternlicht]] and [[Pierre Lagrange]].


⚫
==History==
⚫
Qloo establishes consumer preference correlations via [[machine learning]] across multiple proprietary, customer and open-source data across cultural domains including music, film, television, dining, nightlife, fashion, books and travel. The [[recommender system]] uses AI to predict correlations for further applications.<ref name=culturalai />
Qloo was founded in 2012 by chief executive officer [[Alex Elias]] and chief operating officer Jay Alger.<ref>Jon Swartz, [https://www.usatoday.com/story/tech/2012/11/08/qloo-amazon-pandora-netflix/1684053/ “Getting a Qloo on where to find similar tastes,”] ''[[USA Today]]'', November 8, 2012.</ref><ref>{{Cite web |date=2024-04-26 |title=AI Craze Powers Best Week in 2024 |url=https://www.bloomberg.com/news/videos/2024-04-26/-ai-craze-powers-best-week-in-2024-bloomberg-markets-the-close-04-26-2024 |access-date=2024-06-05 |website=[[Bloomberg L.P.|Bloomberg]]}}</ref> Qloo initially launched an app designed for consumers, allowing them to understand their own tastes and receive personalized recommendations. The company amassed several million users and built a large catalog of cultural entities and corresponding user sentiment. In 2012, Qloo raised $1.4 million in seed funding from investors including [[Cedric the Entertainer]], and venture capital firm Kindler Capital.<ref name="lkolodny">Lora Kolodny, [https://blogs.wsj.com/venturecapital/2013/11/19/cedric-the-entertainer-building-an-audience-is-like-building-a-startup/ “Cedric The Entertainer: Building An Audience Is Like Building A Startup,”] ''[[Wall Street Journal]]'', November 19, 2013.</ref><ref name="tspangler" /><ref name="cshu" />
Qloo had a public beta release in November 2012 after its initial funding.<ref name="bahernandez">Brian Anthony Hernandez, [http://mashable.com/2012/11/29/qloo/ “Qloo Finds New Things For You To Watch, Read, Listen, Eat and Wear,”] [[Mashable]], November 29, 2012.</ref><ref>Ki Mae Heussner, [http://gigaom.com/2012/11/08/with-1-4m-qloo-finds-food-films-and-fashion-that-match-your-taste/ “With $1.4M, Qloo finds films, fashion, food and more that match your taste,”] [[GigaOm]], November 8, 2012.</ref>


In 2013, the company raised an additional $1.6 million from [[Cross Creek Pictures]] founding partner Tommy Thompson, and Samih Toukan and Hussam Khoury, founders of [[Maktoob]], an Internet services company purchased by [[Yahoo!]] for $164 million in 2009.<ref name="pbond">Paul Bond, [http://www.hollywoodreporter.com/news/new-digital-firm-qloo-raises-655512 “New Digital Firm Qloo Raises $3 Million From Hollywood Insiders,”] ''[[The Hollywood Reporter]]'', November 14, 2013.</ref>
Qloo has affiliate partnerships with companies such as [[Expedia]] and [[iTunes]].<ref name="pbond"/>
On November 14, 2013, a website and an [[iPhone]] app were announced.<ref>{{Cite news|url=https://techcrunch.com/2013/11/14/with-3m-in-funding-qloo-launches-to-let-you-discover-interesting-content-in-eight-categories/|title=With $3M In Funding, Qloo Launches To Let You Discover Interesting Content In Eight Categories|last=Shu|first=Catherine|work=TechCrunch|access-date=2017-09-27|language=en}}</ref><ref name="mflamm">Matthew Flamm, [http://www.crainsnewyork.com/article/20131114/TECHNOLOGY/131119933 “Cedric the Entertainer gets a Qloo,”] ''[[Crain's New York Business]]'', November 14, 2013.</ref> The company later released an [[Android (operating system)|Android]] app, and [[Tablet computer|tablet]] versions, in mid-2014.<ref name="tspangler">Todd Spangler, [https://variety.com/2013/digital/news/recommendation-app-qloo-raise-1-6-mil-from-investors-including-producer-tommy-thompson-1200831885/ “Recommendation App Qloo Raises $1.6 Mil from Investors Including Producer Tommy Thompson,”] ''[[Variety (magazine)|Variety]]'', November 14, 2013.</ref>


In 2015, [[Twitter]] approached Qloo about powering personalized social feeds and targeted eCommerce ads on the platform based on what users were posting. Qloo developed an enterprise-grade API to support Twitter’s needs. Twitter ended up pivoting to enable brands to use the social platform for customer service and support, but Qloo was able to sell access to its cultural intelligence via API to many other enterprise clients, marking the official transition from a B2C company to a B2B company.<ref>{{Cite AV media |url=https://www.youtube.com/watch?v=kfhFvoTIQN8 |title=Qloo: A fascinating cultural AI that predicts consumer taste {{!}} SourceForge Podcast, episode #1 |date=2024-03-20 |last=SourceForge |access-date=2024-06-05 |via=YouTube}}</ref>
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==History==
Qloo was founded in 2012 by chief executive officer [[Alex Elias]] and chief operating officer Jay Alger.<ref>Jon Swartz, [http://www.usatoday.com/story/tech/2012/11/08/qloo-amazon-pandora-netflix/1684053/ “Getting a Qloo on where to find similar tastes,”] ''[[USA Today]]'', November 8, 2012.</ref> Elias was formerly a [[hedge fund]] manager with APE Capital.<ref name="mflamm">Matthew Flamm, [http://www.crainsnewyork.com/article/20131114/TECHNOLOGY/131119933 “Cedric the Entertainer gets a Qloo,”] ''[[Crain's New York Business]]'', November 14, 2013.</ref><ref>Joao-Pierre S. Ruth, [http://www.xconomy.com/new-york/2013/11/14/qloo-now-beta-wants-learn-different-cultural-tastes/ “Qloo, Now Out of Beta, Wants to Learn Your Different Cultural Tastes,”] [[Xconomy]], November 14, 2013.</ref><ref>Jessica Naziri, [http://articles.latimes.com/2013/mar/17/business/la-fi-tn-qloo-inspiration-engine-20130317 “Start-up Sunday: Qloo, a ‘cultural discovery’ search engine,”] ''[[Los Angeles Times]]'', March 17, 2013.</ref> Alger was formerly the CEO of the digital agency Deepend. <ref name="lkolodny">Lora Kolodny, [http://blogs.wsj.com/venturecapital/2013/11/19/cedric-the-entertainer-building-an-audience-is-like-building-a-startup/ “Cedric The Entertainer: Building An Audience Is Like Building A Startup,”] ''[[Wall Street Journal]]'', November 19, 2013.</ref><ref name="pbond">Paul Bond, [http://www.hollywoodreporter.com/news/new-digital-firm-qloo-raises-655512 “New Digital Firm Qloo Raises $3 Million From Hollywood Insiders,”] ''[[The Hollywood Reporter]]'', November 14, 2013.</ref>


⚫
In 2016, Qloo secured $4.5 million in [[venture capital]] investment.<ref>{{cite web|title=Recommendation service Qloo closes Series A with DiCaprio as a backer|url=http://www.bizjournals.com/newyork/news/2016/06/15/recommendation-service-qloo-closes-series-a-with.html|publisher=Biz Journals|date=June 15, 2016}}</ref> The $4.5 million was split between a number of investors, including [[Barry Sternlicht]], [[Pierre Lagrange]], and [[Leonardo DiCaprio]].<ref name="techcrunch">{{cite web|last1=Kolodny|first1=Lora|title=Leonardo DiCaprio, Barry Sternlicht back Qloo, a cultural recommendation engine|url=https://techcrunch.com/2016/06/15/leonardo-dicaprio-barry-sternlicht-back-qloo-a-cultural-recommendation-engine/|publisher=[[TechCrunch]]|date=June 15, 2016}}</ref> In July 2017, Qloo raised $6.5 million in funding rounds from [[AXA|AXA Strategic Ventures]], and [[Elton John]].<ref>{{Cite web|url=http://oneclickitsolution.com/2017/07/12/elton-john-invests-in-qloo-a-startup-that-analyzes-your-taste/|title=Elton John invests in Qloo, a startup that analyzes your taste|website=OneClick|language=en-US|access-date=2017-10-06}}</ref><ref>{{Cite news|url=https://techcrunch.com/2017/07/11/elton-john-backs-qloo/|title=Elton John invests in Qloo, a startup that analyzes your taste|last=Ha|first=Anthony|work=TechCrunch|access-date=2017-10-06|language=en}}</ref>
Qloo was introduced as a private website in April 2012. Qloo was then released as a public beta release in November 2012 after its initial round of funding.<ref name="bahernandez">Brian Anthony Hernandez, [http://mashable.com/2012/11/29/qloo/ “Qloo Finds New Things For You To Watch, Read, Listen, Eat and Wear,”] [[Mashable]], November 29, 2012.</ref><ref>Ki Mae Heussner, [http://gigaom.com/2012/11/08/with-1-4m-qloo-finds-food-films-and-fashion-that-match-your-taste/ “With $1.4M, Qloo finds films, fashion, food and more that match your taste,”] [[GigaOm]], November 8, 2012.</ref> It was officially launched on November 14, 2013, as a website and an [[iPhone]] app.<ref name="mflamm"/> The company released an [[Android (operating system)|Android]] version of the app sometime later, as well as [[Tablet computer|tablet]] versions, in mid-2014.<ref name="tspangler">Todd Spangler, [http://variety.com/2013/digital/news/recommendation-app-qloo-raise-1-6-mil-from-investors-including-producer-tommy-thompson-1200831885/ “Recommendation App Qloo Raises $1.6 Mil from Investors Including Producer Tommy Thompson,”] ''[[Variety (magazine)|Variety]]'', November 14, 2013.</ref><ref name="sclayton">Sara Clayton, [http://dailytrojan.com/2014/01/14/alumnus-creates-standout-recommendation-app/ “Alumnus creates standout recommendation app,”] ''[[Daily Trojan]]'', January 14, 2014.</ref>


⚫
Following the investment, the founders stated in an interview with [[Tech Crunch]] that they would use the investment to expand Qloo's database. They hoped the move would secure larger contracts with corporate clients.<ref name=techcrunch /> At the time, clients already included [[Fortune 500]] companies such as [[Twitter]], [[PepsiCo]], and [[BMW]].<ref>{{cite web|last1=Chakrapani|first1=Harini|title=Leonardo DiCaprio is the latest celebrity to invest in this Manhattan startup|url=http://www.crainsnewyork.com/article/20160615/TECHNOLOGY/160619929/recommendation-app-developer-qloo-raises-4-5-million-from-leonardo-dicaprio-in-a-funding-round-that-included-barry-sternlicht-of-starwood-capital-group-and-pierre-lagrange-of-glg-partners-dicaprio-joins-cedric-the-entertainer-danny-masterson-of-that-70s-show|publisher=[[Crain Communications]]|date=June 15, 2016}}</ref>
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In 2016, Elias and Alger announced that they had secured $4.5 million in funding via a Series A funding round.<ref>{{cite web|title=Recommendation service Qloo closes Series A with DiCaprio as a backer|url=http://www.bizjournals.com/newyork/news/2016/06/15/recommendation-service-qloo-closes-series-a-with.html|publisher=Biz Journals|date=June 15, 2016}}</ref> The $4.5 million was split between a number of investors, including [[Barry Sternlicht]], [[Pierre Lagrange]] and [[Leonardo DiCaprio]]. <ref name=techcrunch>{{cite web|last1=Kolodny|first1=Lora|title=Leonardo DiCaprio, Barry Sternlicht back Qloo, a cultural recommendation engine|url=https://techcrunch.com/2016/06/15/leonardo-dicaprio-barry-sternlicht-back-qloo-a-cultural-recommendation-engine/|publisher=[[TechCrunch]]|date=June 15, 2016}}</ref>


In 2019, the company announced that it had acquired cultural recommendation service [[TasteDive]], with Alex Elias becoming chairman of TasteDive.<ref>[https://techcrunch.com/2019/02/13/qloo-acquires-tastedive/ Qloo acquires cultural recommendation service TasteDive] TechCrunch, 2/13/2019.</ref> In September 2019, Qloo was named among the Top 14 Artificial Intelligence APIs by [[ProgrammableWeb]].
⚫
Following the investment, the founders stated in an interview with [[Tech Crunch]] that they would use the investment to expand Qloo's database. They hoped the move would secure larger contracts with corporate clients.<ref name=techcrunch /> At the time, clients already included [[Fortune 500]] companies such as [[Twitter]], [[PepsiCo]] and [[BMW]].<ref>{{cite web|last1=Chakrapani|first1=Harini|title=Leonardo DiCaprio is the latest celebrity to invest in this Manhattan startup|url=http://www.crainsnewyork.com/article/20160615/TECHNOLOGY/160619929/recommendation-app-developer-qloo-raises-4-5-million-from-leonardo-dicaprio-in-a-funding-round-that-included-barry-sternlicht-of-starwood-capital-group-and-pierre-lagrange-of-glg-partners-dicaprio-joins-cedric-the-entertainer-danny-masterson-of-that-70s-show|publisher=[[Crain Communications]]|date=June 15, 2016}}</ref>

In 2022, Qloo raised $15M in Series B funding from Eldridge and AXA Venture Partners,<ref>{{Cite web |last=Wiggers |first=Kyle |date=2022-08-23 |title=Qloo raises cash to expand its AI-driven recommendation API |url=https://techcrunch.com/2022/08/23/qloo-raises-cash-to-expand-its-ai-driven-recommendation-api/ |access-date=2024-06-05 |website=TechCrunch |language=en-US}}</ref> enabling the privacy-centric AI leader to expand its team of world-class data scientists, enrich its technology, and build on its sales channels in order to continue to offer premier insights into global consumer taste for Fortune 500 companies across the globe. Qloo was recognized as the "Best Decision Intelligence Company" at the 2023 AI Breakthrough Awards.<ref>{{Cite web |title=2023 Winners |url=https://aibreakthroughawards.com/2023-winners/ |access-date=2024-06-05 |website=AI Breakthrough Awards |language=en-US}}</ref> '''Al'''so in 2023, the company was awarded a Top Performer Award by SourceForge. As of 2024, Qloo is a three-time [[Inc. (magazine)|Inc. 5000]] honoree: No. 360 (2022), No. 344 (2021), No. 187 (2020).<ref>{{Cite web |title=No.360 Qloo |url=https://www.inc.com/profile/qloo |access-date=2024-06-05 |website=inc.com}}</ref>

Qloo raised $25 million Series C round on February 21, 2024. The round was led by AI Ventures with participation from AXA Venture Partners, Eldridge, and Moderne Ventures,<ref name=":4">{{Cite web |last=Wiggers |first=Kyle |date=2024-02-21 |title=Qloo raises $25M to predict your favorite movies, TV shows and more |url=https://techcrunch.com/2024/02/21/2661267/ |access-date=2024-06-05 |website=TechCrunch |language=en-US}}</ref> allowing Qloo to address new commercial surface areas for Taste AI, including on-device learning and foundational models leveraging Qloo, as well as introduce self-service platform to make consumer and taste analytics available to small and mid-sized enterprises and individuals. Qloo also announced pursuing opportunistic M&A using its balance sheet along the lines of the TasteDive acquisition completed, which expanded Qloo's first-party data moat and corpus of cultural learning.<ref name=":5">{{Cite web |last=Deczynski |first=Rebecca |date=March 13, 2024 |title=How a 12-Year-Old AI Company That Boasts Netflix and PepsiCo as Clients Raised $25 Million |url=https://www.inc.com/rebecca-deczynski/how-a-12-year-old-ai-company-that-boasts-netflix-pepsico-as-clients-raised-25-million.html |access-date=June 5, 2024 |website=inc.com}}</ref> This latest financing brought the total amount raised since the company's founding in 2012 to over $56 million.<ref name=":0">{{Cite web |last=Yoo |first=Hana |date=2024-02-21 |title=Qloo Snags $25 Million In Series C Funding To Unravel The Mystery Of Consumer Tastes |url=https://www.adexchanger.com/ai/qloo-snags-25-million-in-series-c-funding-to-unravel-the-mystery-of-consumer-tastes/ |access-date=2024-06-05 |website=AdExchanger |language=en-US}}</ref>


==Services and features==
==Services and features==
Qloo is a cultural [[AI|AI platform]] and provides real-time correlation data across domains of culture and entertainment including: film, music, television, dining, nightlife, fashion, books and travel.<ref>Alan McGlade, [http://www.forbes.com/sites/alanmcglade/2013/12/27/cracking-the-code-for-film-marketing/ “Cracking The Code For Film Marketing,”] ''[[Forbes]]'', December 27, 2013.</ref> Each category contains subcategories.<ref>Dani Fankhauser, [http://mashable.com/2013/12/21/books-taylor-swift/ “If You Like Taylor Swift’s Music, You Might Enjoy These Books,”] Mashable, December 21, 2013.</ref>
Qloo calls itself a cultural AI platform to provide real-time correlation data across domains of culture and entertainment including: film, music, television, dining, nightlife, fashion, books, and travel.<ref name=":1">Alan McGlade, [https://www.forbes.com/sites/alanmcglade/2013/12/27/cracking-the-code-for-film-marketing/ “Cracking The Code For Film Marketing,”] ''[[Forbes]]'', December 27, 2013.</ref> Each category contains subcategories.<ref name=":2">Dani Fankhauser, [http://mashable.com/2013/12/21/books-taylor-swift/ “If You Like Taylor Swift’s Music, You Might Enjoy These Books,”] Mashable, December 21, 2013.</ref>

⚫
Qloo’s knowledge of a user's taste in one category can be utilized to offer suggestions in other categories.<ref name="bahernandez"/><ref name="cshu">Catherine Shu, [https://techcrunch.com/2013/11/14/with-3m-in-funding-qloo-launches-to-let-you-discover-interesting-content-in-eight-categories/ “With $3M In Funding, Qloo Launches To Let You Discover Interesting Content In Eight Categories,”] [[TechCrunch]], November 14, 2013.</ref> Users then rate the suggestions, providing it with feedback for future suggestions.<ref name="mflamm"/><ref name="pbond"/><ref name="lkolodny"/><ref name="sclayton">Sara Clayton, [http://dailytrojan.com/2014/01/14/alumnus-creates-standout-recommendation-app/ “Alumnus creates standout recommendation app,”] ''[[Daily Trojan]]'', January 14, 2014.</ref>
Qloo has partnerships with companies such as [[Expedia]] and [[iTunes]].<ref>{{Cite web|url=https://www.crainsnewyork.com/article/20131114/TECHNOLOGY/131119933/cedric-the-entertainer-backs-startup-qloo|title=Cedric the Entertainer gets a Qloo|date=2013-11-13|website=Crain's New York Business|language=en|access-date=2020-04-25}}</ref><ref name="pbond"/>

== Technology ==
Qloo’s Taste AI technology uses machine learning to decode and predict consumers’ interests, maintaining user anonymity. It is powered by 575 million lifestyle entities (brands, music, film, TV, dining, nightlife, fashion, books, travel, and more) and trillions of anonymized consumer behavioral signals. Through AI, Qloo identifies patterns in these data signals, making predictions about how much interest a person or group has in a concept or thing.<ref name=":1" /><ref name=":2" /><ref name=":3">{{Cite web |last=Gordon |first=Cindy |title=Qloo Leading AI Advances Culture And Taste Intelligence |url=https://www.forbes.com/sites/cindygordon/2024/02/19/qloo-leading-ai-advances-culture-and-taste-intelligence/ |access-date=2024-06-05 |website=Forbes |language=en}}</ref>

Central to Qloo’s technology are algorithms designed to detect and mitigate biases within datasets and models, allowing Qloo to assess the fairness of its AI systems with a focus on attributes such as age, gender, and race, enabling the company to fine-tune its AI models to align with their ethical standards. They also use visualization tools to probe the behavior of their AI models for conducting counterfactual analyses and for comparing the performances of the AI models across diverse demographic segments.<ref name=":3" />

Qloo’s Taste AI doesn’t collect or use any [[Personally Identifiable Information]] (PII). Instead, it derives recommendations for audience segments based on co-occurrences between lifestyle entities and anonymized behavioral signals.<ref name=":0" />


== Applications ==
⚫
Qloo’s AI is cross-domain in that knowledge of a user's taste in one category can be utilized to offer suggestions in other categories.<ref name="bahernandez"/><ref name="cshu">Catherine Shu, [http://techcrunch.com/2013/11/14/with-3m-in-funding-qloo-launches-to-let-you-discover-interesting-content-in-eight-categories/ “With $3M In Funding, Qloo Launches To Let You Discover Interesting Content In Eight Categories,”] [[TechCrunch]], November 14, 2013.</ref> Users then rate the suggestions, providing the app with feedback to inform future suggestions.<ref name="mflamm"/> Unlike other recommendation engines that only analyze user interest in a specific field, Qloo's intention is to provide a more complete Cultural AI by basing its suggestions on consumer taste and attribute data across a range of fields.<ref name="pbond"/><ref name="lkolodny"/><ref name="mflamm"/><ref name="sclayton"/>


* [[Starbucks]] uses Qloo to create in-store music playlists tailored to specific neighborhoods.<ref name=":4" />
==Finance==
* [[The Hershey Company|Hershey’s]] uses Qloo to customize the content of assorted candy bags.<ref name=":4" />
In 2012, Qloo raised $1.4 million in seed funding from investors including [[Cedric the Entertainer]], [[Danny Masterson]], and venture capital firm Kindler Capital.<ref name="lkolodny"/><ref name="tspangler"/><ref name="cshu"/> The following year, the company raised an additional $1.6 million from [[Cross Creek Pictures]] founding partner Tommy Thompson, and Samih Toukan and Hussam Khoury, founders of [[Maktoob]], an Internet services company purchased by [[Yahoo!]] for $164 million in 2009.<ref name="pbond"/>
* [[Michelin]] uses Qloo to serve recommendations in its [[Michelin Guide]] app.<ref name=":4" /><ref>{{Cite web |last=Hoffman |first=Constantine von |date=2023-08-21 |title=Michelin meets the digital era: Personalized recommendations powered by AI |url=https://martech.org/michelin-meets-the-digital-era-personalized-recommendations-powered-by-ai/ |access-date=2024-06-05 |website=MarTech |language=en}}</ref>
* [[Netflix]] leverages Qloo’s technology to enhance merchandising by identifying actors who resonate with certain demographics.<ref name=":4" /><ref name=":5" />


Qloo also works with [[PepsiCo]], [[Samsung]], [[New York Mets|The New York Mets]], [[BuzzFeed]], and [[Ticketmaster]], [[Universal Music Group]], and OOH advertising company [[JCDecaux]].<ref name=":4" /><ref name=":0" /><ref name=":5" />
In 2016, Qloo closed $4.5 million in Series A round of venture funding in order to support growth of its cultural AI recommendation engine.<ref name=culturalai /> Investors in the round included actor [[Leonardo DiCaprio]], [[Starwood|Starwood Hotels]] founder [[Barry Sternlicht]], [[Pierre Lagrange]] of [[GLG Partners]], and Adriaan Ligtenberg's AllMobile Fund.


==References==
==References==
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{{Official website|http://www.qloo.com/}}
{{Official website|http://www.qloo.com/}}


[[Category: Companies based in New York City]]
[[Category:Companies based in New York City]]
[[Category:Artificial intelligence]]
[[Category: Recommender systems]]
[[Category:Business software companies]]
[[Category:Business software companies]]
[[Category:Big data companies]]
[[Category:Big data companies]]
[[Category:Deep learning]]
[[Category:American companies established in 2012]]
[[Category:Machine learning]]
[[Category:Technology companies established in 2012]]
[[Category:Artificial intelligence applications]]

Revision as of 00:15, 12 August 2024

Qloo
Type of businessPrivate
Gegründet2012; 12 years ago (2012)
HauptsitzNew York City
Founder(s)Alex Elias
Jay Alger
IndustrieInternet
Artificial intelligence
URLqloo.com
Alex Elias

Qloo (pronounced "clue") is a company that uses artificial intelligence (AI) to understand taste and cultural correlations. It provides companies with an application programming interface (API).[1] It received funding from Leonardo DiCaprio, Elton John, Barry Sternlicht, Pierre Lagrange and others.

Qloo establishes consumer preference correlations via machine learning across data spanning cultural domains including music, film, television, dining, nightlife, fashion, books, and travel. The recommender system uses AI to predict correlations for further applications.[1]

History

Qloo was founded in 2012 by chief executive officer Alex Elias and chief operating officer Jay Alger.[2][3] Qloo initially launched an app designed for consumers, allowing them to understand their own tastes and receive personalized recommendations. The company amassed several million users and built a large catalog of cultural entities and corresponding user sentiment. In 2012, Qloo raised $1.4 million in seed funding from investors including Cedric the Entertainer, and venture capital firm Kindler Capital.[4][5][6] Qloo had a public beta release in November 2012 after its initial funding.[7][8]

In 2013, the company raised an additional $1.6 million from Cross Creek Pictures founding partner Tommy Thompson, and Samih Toukan and Hussam Khoury, founders of Maktoob, an Internet services company purchased by Yahoo! for $164 million in 2009.[9] On November 14, 2013, a website and an iPhone app were announced.[10][11] The company later released an Android app, and tablet versions, in mid-2014.[5]

In 2015, Twitter approached Qloo about powering personalized social feeds and targeted eCommerce ads on the platform based on what users were posting. Qloo developed an enterprise-grade API to support Twitter’s needs. Twitter ended up pivoting to enable brands to use the social platform for customer service and support, but Qloo was able to sell access to its cultural intelligence via API to many other enterprise clients, marking the official transition from a B2C company to a B2B company.[12]

In 2016, Qloo secured $4.5 million in venture capital investment.[13] The $4.5 million was split between a number of investors, including Barry Sternlicht, Pierre Lagrange, and Leonardo DiCaprio.[14] In July 2017, Qloo raised $6.5 million in funding rounds from AXA Strategic Ventures, and Elton John.[15][16]

Following the investment, the founders stated in an interview with Tech Crunch that they would use the investment to expand Qloo's database. They hoped the move would secure larger contracts with corporate clients.[14] At the time, clients already included Fortune 500 companies such as Twitter, PepsiCo, and BMW.[17]

In 2019, the company announced that it had acquired cultural recommendation service TasteDive, with Alex Elias becoming chairman of TasteDive.[18] In September 2019, Qloo was named among the Top 14 Artificial Intelligence APIs by ProgrammableWeb.

In 2022, Qloo raised $15M in Series B funding from Eldridge and AXA Venture Partners,[19] enabling the privacy-centric AI leader to expand its team of world-class data scientists, enrich its technology, and build on its sales channels in order to continue to offer premier insights into global consumer taste for Fortune 500 companies across the globe. Qloo was recognized as the "Best Decision Intelligence Company" at the 2023 AI Breakthrough Awards.[20] Also in 2023, the company was awarded a Top Performer Award by SourceForge. As of 2024, Qloo is a three-time Inc. 5000 honoree: No. 360 (2022), No. 344 (2021), No. 187 (2020).[21]

Qloo raised $25 million Series C round on February 21, 2024. The round was led by AI Ventures with participation from AXA Venture Partners, Eldridge, and Moderne Ventures,[22] allowing Qloo to address new commercial surface areas for Taste AI, including on-device learning and foundational models leveraging Qloo, as well as introduce self-service platform to make consumer and taste analytics available to small and mid-sized enterprises and individuals. Qloo also announced pursuing opportunistic M&A using its balance sheet along the lines of the TasteDive acquisition completed, which expanded Qloo's first-party data moat and corpus of cultural learning.[23] This latest financing brought the total amount raised since the company's founding in 2012 to over $56 million.[24]

Services and features

Qloo calls itself a cultural AI platform to provide real-time correlation data across domains of culture and entertainment including: film, music, television, dining, nightlife, fashion, books, and travel.[25] Each category contains subcategories.[26]

Qloo’s knowledge of a user's taste in one category can be utilized to offer suggestions in other categories.[7][6] Users then rate the suggestions, providing it with feedback for future suggestions.[11][9][4][27] Qloo has partnerships with companies such as Expedia and iTunes.[28][9]

Technologie

Qloo’s Taste AI technology uses machine learning to decode and predict consumers’ interests, maintaining user anonymity. It is powered by 575 million lifestyle entities (brands, music, film, TV, dining, nightlife, fashion, books, travel, and more) and trillions of anonymized consumer behavioral signals. Through AI, Qloo identifies patterns in these data signals, making predictions about how much interest a person or group has in a concept or thing.[25][26][29]

Central to Qloo’s technology are algorithms designed to detect and mitigate biases within datasets and models, allowing Qloo to assess the fairness of its AI systems with a focus on attributes such as age, gender, and race, enabling the company to fine-tune its AI models to align with their ethical standards. They also use visualization tools to probe the behavior of their AI models for conducting counterfactual analyses and for comparing the performances of the AI models across diverse demographic segments.[29]

Qloo’s Taste AI doesn’t collect or use any Personally Identifiable Information (PII). Instead, it derives recommendations for audience segments based on co-occurrences between lifestyle entities and anonymized behavioral signals.[24]

Applications

  • Starbucks uses Qloo to create in-store music playlists tailored to specific neighborhoods.[22]
  • Hershey’s uses Qloo to customize the content of assorted candy bags.[22]
  • Michelin uses Qloo to serve recommendations in its Michelin Guide app.[22][30]
  • Netflix leverages Qloo’s technology to enhance merchandising by identifying actors who resonate with certain demographics.[22][23]

Qloo also works with PepsiCo, Samsung, The New York Mets, BuzzFeed, and Ticketmaster, Universal Music Group, and OOH advertising company JCDecaux.[22][24][23]

References

  1. ^ a b Kolodny, Lora. "Leonardo DiCaprio, Barry Sternlicht back Qloo, a cultural recommendation engine". TechCrunch. Retrieved 2016-06-15.
  2. ^ Jon Swartz, “Getting a Qloo on where to find similar tastes,” USA Today, November 8, 2012.
  3. ^ "AI Craze Powers Best Week in 2024". Bloomberg. 2024-04-26. Retrieved 2024-06-05.
  4. ^ a b Lora Kolodny, “Cedric The Entertainer: Building An Audience Is Like Building A Startup,” Wall Street Journal, November 19, 2013.
  5. ^ a b Todd Spangler, “Recommendation App Qloo Raises $1.6 Mil from Investors Including Producer Tommy Thompson,” Variety, November 14, 2013.
  6. ^ a b Catherine Shu, “With $3M In Funding, Qloo Launches To Let You Discover Interesting Content In Eight Categories,” TechCrunch, November 14, 2013.
  7. ^ a b Brian Anthony Hernandez, “Qloo Finds New Things For You To Watch, Read, Listen, Eat and Wear,” Mashable, November 29, 2012.
  8. ^ Ki Mae Heussner, “With $1.4M, Qloo finds films, fashion, food and more that match your taste,” GigaOm, November 8, 2012.
  9. ^ a b c Paul Bond, “New Digital Firm Qloo Raises $3 Million From Hollywood Insiders,” The Hollywood Reporter, November 14, 2013.
  10. ^ Shu, Catherine. "With $3M In Funding, Qloo Launches To Let You Discover Interesting Content In Eight Categories". TechCrunch. Retrieved 2017-09-27.
  11. ^ a b Matthew Flamm, “Cedric the Entertainer gets a Qloo,” Crain's New York Business, November 14, 2013.
  12. ^ SourceForge (2024-03-20). Qloo: A fascinating cultural AI that predicts consumer taste | SourceForge Podcast, episode #1. Retrieved 2024-06-05 – via YouTube.
  13. ^ "Recommendation service Qloo closes Series A with DiCaprio as a backer". Biz Journals. June 15, 2016.
  14. ^ a b Kolodny, Lora (June 15, 2016). "Leonardo DiCaprio, Barry Sternlicht back Qloo, a cultural recommendation engine". TechCrunch.
  15. ^ "Elton John invests in Qloo, a startup that analyzes your taste". OneClick. Retrieved 2017-10-06.
  16. ^ Ha, Anthony. "Elton John invests in Qloo, a startup that analyzes your taste". TechCrunch. Retrieved 2017-10-06.
  17. ^ Chakrapani, Harini (June 15, 2016). "Leonardo DiCaprio is the latest celebrity to invest in this Manhattan startup". Crain Communications.
  18. ^ Qloo acquires cultural recommendation service TasteDive TechCrunch, 2/13/2019.
  19. ^ Wiggers, Kyle (2022-08-23). "Qloo raises cash to expand its AI-driven recommendation API". TechCrunch. Retrieved 2024-06-05.
  20. ^ "2023 Winners". AI Breakthrough Awards. Retrieved 2024-06-05.
  21. ^ "No.360 Qloo". inc.com. Retrieved 2024-06-05.
  22. ^ a b c d e f Wiggers, Kyle (2024-02-21). "Qloo raises $25M to predict your favorite movies, TV shows and more". TechCrunch. Retrieved 2024-06-05.
  23. ^ a b c Deczynski, Rebecca (March 13, 2024). "How a 12-Year-Old AI Company That Boasts Netflix and PepsiCo as Clients Raised $25 Million". inc.com. Retrieved June 5, 2024.
  24. ^ a b c Yoo, Hana (2024-02-21). "Qloo Snags $25 Million In Series C Funding To Unravel The Mystery Of Consumer Tastes". AdExchanger. Retrieved 2024-06-05.
  25. ^ a b Alan McGlade, “Cracking The Code For Film Marketing,” Forbes, December 27, 2013.
  26. ^ a b Dani Fankhauser, “If You Like Taylor Swift’s Music, You Might Enjoy These Books,” Mashable, December 21, 2013.
  27. ^ Sara Clayton, “Alumnus creates standout recommendation app,” Daily Trojan, January 14, 2014.
  28. ^ "Cedric the Entertainer gets a Qloo". Crain's New York Business. 2013-11-13. Retrieved 2020-04-25.
  29. ^ a b Gordon, Cindy. "Qloo Leading AI Advances Culture And Taste Intelligence". Forbes. Retrieved 2024-06-05.
  30. ^ Hoffman, Constantine von (2023-08-21). "Michelin meets the digital era: Personalized recommendations powered by AI". MarTech. Retrieved 2024-06-05.

Official website

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