Argmax
Argmax is an Israel-based B2B AI services firm specializing in recommendation engines and search systems for advertisers, retailers, and content creators, with named enterprise clients including DigitalTurbine, Visa, Unity Aura, and MoonActive.
- Company typePrivate
- Founded2020
- HeadquartersRamat Gan, Israel
- Headcount1–10
- GTM typeB2B
- OfferingServices
What Argmax does
Argmax is a B2B AI services company headquartered in Ramat Gan, Israel, founded in 2020, that builds large-scale recommendation engines and search systems for advertisers, retailers, and content creators. The firm operates with a small core team (1–10 employees) and serves enterprise clients across multiple verticals, with publicly named engagements including DigitalTurbine (mobile advertising), Unity Aura (news/media), MoonActive/CoinMaster (gaming), and Visa (financial services), where a Word2vec-based local business recommendation system reportedly delivered a 150% sales lift.
The company's technical portfolio combines several proprietary recommendation techniques: contextual bandits with Thompson Sampling for real-time ad bid optimization, hybrid vector similarity and session-based recommenders for personalized content delivery, and a two-step causal inference approach to LTV modeling for gaming-economy optimization. In April 2024, Argmax expanded its surface area by acquiring Ginzi, an Israeli AI startup specializing in customer support solutions, adding a customer-care automation line to the core recommendation/search offerings. Revenue is generated through professional services and custom enterprise contracts; pricing is not publicly disclosed and the firm pursues direct enterprise sales.
Distribution is anchored by direct enterprise engagement, reinforced by a sustained thought-leadership apparatus: the explAInable podcast (described as Israel's most popular machine learning podcast at 176 episodes), open-source contributions on GitHub, and a series of practitioner events including RecomDay, NLPDay, the LLM Workshop, Cookieless ML, and Privacy First AI. The firm was noted by PitchBook in April 2024 among companies announcing IPO plans or asset sales, though no public listing or transaction has materialized in the available data.
Argmax firmographics
Firmographics- Name
- Argmax
- Legal name
- Argmax
- Website
- https://argmaxml.com
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Argmax is an Israel-based B2B AI services firm specializing in recommendation engines and search systems for advertisers, retailers, and content creators, with named enterprise clients including DigitalTurbine, Visa, Unity Aura, and MoonActive.
- Ownership category
- akta.pro rank
Argmax industry classification
Industry- Product category
- Machine Learning Services
- NAICS
- Custom Computer Programming Services (541511)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Healthcare & Wellness Personalization (HDAAAGAI)
Keywords
Where Argmax is headquartered
LocationHeadquarters
- HQ city
- Ramat Gan
- HQ country
- Israel
- HQ region
- Middle East
Offices2 records
Markets served
Argmax business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations
Revenue model
- AI Consulting and Implementation Services: B2B AI services providing custom recommendation systems and search solutions for enterprise clients
Go-to-market motion1 record
Distribution channels1 record
Marketing channels3 records
Argmax product offering
Product offeringCore offering
Argmax is a B2B artificial intelligence services company that builds and implements large-scale recommendation engines and search systems for enterprise clients. The company delivers custom machine-learning solutions — including vector-similarity recommenders, contextual-bandit ad-bid optimizers, causal LTV models, and Word2vec-based transaction analysis — to advertisers, retailers, gaming companies, and content platforms such as DigitalTurbine, MoonActive, Visa, and Unity Aura.
Product overview
Argmax is an AI services provider specializing in large-scale recommendation engines for advertisers, retailers, and content creators. Their core product portfolio includes a hybrid recommendation engine combining vector similarity and session-based recommendations, contextual bandits for real-time auction optimization, and LTV modeling for customer value prediction. The company also offers customer support AI solutions following the acquisition of Ginzi in 2024. Additional offerings include educational events (RecomDay, NLPDay, LLM Workshop) and the ExplAInable podcast, Israel's most popular machine learning podcast.
Differentiator
Problem solved
Functional benefit
Brands
- explAInable: Israel's most popular machine learning podcast covering topics in ML, AI, and deep learning.
Products and services
- Recommendation Engine Services Custom-built large-scale recommendation systems combining vector similarity and session-based recommendations for personalized content delivery across multi-lingual articles. Delivered to enterprise advertisers, retailers, and content platforms (e.g., Unity Aura news feed serving thousands of daily users).
- Contextual Bandits Real-Time Bid Optimization
- Two-Step Causal LTV Modeling Service
- Word2vec Transaction Analysis Service
- Customer Support AI Solutions
Quantifiable outcome
- 150% increase in sales for Visa local business recommendations
- +1 more outcomes
Companies that use Argmax
Customer profileNamed customers4 records
Segments3 records
Ideal customer profiles4 records
Argmax technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability6 records
Feature4 records
Argmax partnerships and signals
Strategic signalScale indicators2 records
Recent moves5 records
Expansion highlights5 records
Argmax competitors and assessment
Company assessmentBroad incumbents
- Yext: Yext provides AI search and digital experience solutions to enterprises, with recommendation-adjacent capabilities for content discovery and personalization across channels.
- Taboola: Taboola is an established content discovery and native advertising platform that uses recommendation algorithms to match content with audiences, comparable to Argmax's content-creator and advertiser use cases at a much larger scale.
Direct peers
- Coveo: Coveo is an AI-powered relevance platform offering search, recommendation, and personalization for enterprise digital experiences. It competes directly with Argmax's hybrid recommendation engine capabilities across retailers and content platforms.
- Algolia: Algolia provides search and discovery APIs for digital experiences, closely comparable to Argmax's search and recommendation focus. Both serve enterprises needing high-performance personalized discovery at scale.
- Dynamic Yield: Dynamic Yield (Mastercard-owned) provides personalization and recommendation engines to retailers and digital publishers, directly competing with Argmax's retailer and content-creator segments.
- Recombee: Recombee offers a recommendation-as-a-service API with vector similarity and session-based recommendations—the same core techniques Argmax applies for clients like Unity Aura and Visa.
- Bloomreach: Bloomreach delivers e-commerce personalization, search, and content recommendations, overlapping with Argmax's retailer customer segment and recommendation-engine approach.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat3 records
Key risks6 records
Key highlights6 records
Customer concentration
Argmax social profiles
Digital presenceArgmax financial estimates
Financial estimateRevenue estimate
Valuation estimate
Argmax leadership team
Management profileNumber of profiles
Profiles2 records
Argmax funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Argmax M&A and investment
M&A and investmentM&A1 record
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Argmax
What does Argmax do?
Argmax is a B2B artificial intelligence services company that builds and implements large-scale recommendation engines and search systems for enterprise clients. The company delivers custom machine-learning solutions — including vector-similarity recommenders, contextual-bandit ad-bid optimizers, causal LTV models, and Word2vec-based transaction analysis — to advertisers, retailers, gaming companies, and content platforms such as DigitalTurbine, MoonActive, Visa, and Unity Aura.
Is Argmax a public or private company?
Argmax is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Argmax founded?
Argmax was founded in 2020. It employs 1 to 10 people.
Where is Argmax based?
Argmax is headquartered in Ramat Gan, Israel, in the Middle East region.
How does Argmax make money?
One revenue line is on record: AI Consulting and Implementation Services.
Who are Argmax's main competitors?
Broad incumbents on record are Yext and Taboola. Direct peers are Coveo, Algolia, Dynamic Yield, Recombee and Bloomreach.
Does Argmax have an API?
No public API is recorded for Argmax.
What industry is Argmax in?
Argmax's product category is Machine Learning Services. Its primary akta.pro industry code is HDAAAGAI, Healthcare & Wellness Personalization. Its NAICS code is 541511 and its SIC code is 7372.