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Recommendation Systems · United States · Published Jul 4, 2026 · 144 providers assessed

Top Recommendation System Developers in the USA

Personalization and ranking-engine developers assessed on lift, latency and catalog scale handled. Ranked using our disclosed methodology — evidence-weighted, not paid placement.

10 companies
Ranked by rating and review volume
Rank
01
Recommendation Systems
AL

Aletheia

○ Unverified
Edge AI & IoT · Predictive Analytics
★★★★4.2(20 reviews)

Aletheia is listed in Santiago, Chile and is mapped to Recommendation Systems for Fitness & Wellness, with additional capabilities across N…

Best Performer95% profile complete
Typical engagement
$50K - $150K
Team size
101-250 employees
Headquarters
Santiago, Chile
Founded
Services provided
Edge AI & IoTPredictive AnalyticsMLOps
80/100
Trust score
Strong
View full profile →
Rank
02
Recommendation Systems
BC

BluePi Consulting Private Limited

○ Unverified
Computer Vision · Generative AI Development
★★★★4.3(20 reviews)

BluePi Consulting Private Limited is listed in Gurugram, India and is mapped to Demand Forecasting for FinTech Platforms, with additional c…

Best Performer98% profile complete
Typical engagement
$100K+
Team size
101-250 employees
Headquarters
Gurugram, India
Founded
Services provided
Computer VisionGenerative AI DevelopmentVoice AI Agents
83/100
Trust score
Strong
View full profile →
Rank
03
Recommendation Systems
GL

GenAI Labs

○ Unverified
Edge AI & IoT · Predictive Analytics
★★★★★4.5(20 reviews)

GenAI Labs is listed in San Diego, California, USA and is mapped to Conversational AI for Software & SaaS, with additional capabilities acr…

Client's Delight98% profile complete
Typical engagement
$50K - $150K
Team size
1-10 employees
Headquarters
San Diego, California, USA
Founded
Services provided
Edge AI & IoTPredictive AnalyticsMLOps
86/100
Trust score
Strong
View full profile →
Rank
04
Recommendation Systems
GL

Glean

○ Unverified
Voice AI Agents · Conversational AI
★★★★★4.7(20 reviews)

Glean is listed in Palo Alto, USA and is mapped to Agentic Workflow Development for Software & SaaS, with additional capabilities across Na…

Client's Delight98% profile complete
Typical engagement
$100K+
Team size
250+ employees
Headquarters
Palo Alto, USA
Founded
Services provided
Voice AI AgentsConversational AIComputer Vision
88/100
Trust score
Strong
View full profile →
Rank
05
Recommendation Systems
GL

Globant

○ Unverified
Responsible AI · Recommendation Systems
★★★★★4.8(20 reviews)

Globant is listed in Luxembourg City, Luxembourg and is mapped to MLOps for Gaming & Interactive Entertainment, with additional capabilitie…

Top Rated98% profile complete
Typical engagement
$100K+
Team size
250+ employees
Headquarters
Luxembourg City, Luxembourg
Founded
Services provided
Responsible AIRecommendation SystemsNatural Language Processing
91/100
Trust score
Exceptional
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Rank
06
Recommendation Systems
MS

Magora Systems

○ Unverified
Generative AI Development · Voice AI Agents
★★★★★5.0(20 reviews)

Magora Systems is listed in London, UK and is mapped to Computer Vision for Medical Devices & MedTech, with additional capabilities across …

Top Rated98% profile complete
Typical engagement
$25K - $75K
Team size
50-100 employees
Headquarters
London, UK
Founded
Services provided
Generative AI DevelopmentVoice AI AgentsConversational AI
94/100
Trust score
Exceptional
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Rank
07
Recommendation Systems
AI

ACM IUI (Intelligent User Interfaces)

○ Unverified
Workflow Automation · Edge AI & IoT
★★★★★4.9(10 reviews)

ACM IUI (Intelligent User Interfaces) is listed in New York, USA and is mapped to Natural Language Processing for Software & SaaS, with add…

Top Rated93% profile complete
Typical engagement
$5K - $15K
Team size
1-10 employees
Headquarters
New York, USA
Founded
Services provided
Workflow AutomationEdge AI & IoTPredictive Analytics
93/100
Trust score
Exceptional
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Rank
08
Recommendation Systems
AG

AGIX

○ Unverified
MLOps · Workflow Automation
★★★★4.0(10 reviews)

AGIX is listed in Hingham, Massachusetts, USA and is mapped to Conversational AI for General Retail, with additional capabilities across LL…

Best Performer98% profile complete
Typical engagement
$25K - $75K
Team size
1-10 employees
Headquarters
Hingham, Massachusetts, USA
Founded
Services provided
MLOpsWorkflow AutomationEdge AI & IoT
76/100
Trust score
Strong
View full profile →
Rank
09
Recommendation Systems
AC

AI Culture

○ Unverified
Voice AI Agents · Conversational AI
★★★★4.1(10 reviews)

AI Culture is listed in London, UK and is mapped to Computer Vision for FinTech Platforms, with additional capabilities across Conversation…

Best Performer98% profile complete
Typical engagement
$10K - $50K
Team size
1-10 employees
Headquarters
London, UK
Founded
Services provided
Voice AI AgentsConversational AIComputer Vision
79/100
Trust score
Strong
View full profile →
Rank
10
Recommendation Systems
AH

AInvest Holdings Inc.

○ Unverified
Document AI · Responsible AI
★★★★4.3(10 reviews)

AInvest Holdings Inc. is listed in New York, NY, US and is mapped to Predictive Analytics for FinTech Platforms, with additional capabiliti…

Best Performer93% profile complete
Typical engagement
$10K - $50K
Team size
25-50 employees
Headquarters
New York, NY, US
Founded
Services provided
Document AIResponsible AIRecommendation Systems
82/100
Trust score
Strong
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Rankings reflect a point-in-time assessment. See our Listing Disclaimer for details.