Whitebox
Whitebox (dba WBX Commerce) is a Baltimore-based Amazon advertising agency that provides managed Search, DSP, content optimization, and Amazon Marketing Cloud services to enterprise and mid-market brands. Its proprietary WBX Glass platform, built on AMC, automates reporting and enables first-party data-driven audience targeting across Amazon's ecosystem.
- Company typePrivate
- Founded2013
- HeadquartersBaltimore, United States
- Headcount1–10
- GTM typeB2B
- OfferingServices
What Whitebox does
Whitebox, operating commercially as WBX Commerce, is a Baltimore-based Amazon advertising agency founded in 2013 that provides managed services for brands seeking to operate within Amazon's advertising ecosystem. The company's service portfolio spans six interconnected modules: Amazon Search Advertising, Amazon DSP Advertising, Amazon Content Optimization, Amazon Marketing Cloud (AMC) services, and DSP Activation, designed to address the full lifecycle from keyword-driven search campaigns through programmatic buying and cross-platform data analytics. Whitebox holds Amazon Ads Advanced Partner, AdTech Reseller, and AMC Certified designations, positioning it as a preferred-tier partner within Amazon's agency ecosystem.
The company's core technology asset is WBX Glass, a proprietary data management and analytics platform built on Amazon Marketing Cloud. WBX Glass automates reporting, ingests client first-party data (including from commerce platforms such as Shopify), and combines it with Amazon's shopping, streaming, and listening behavior signals to enable audience segmentation, lookalike modeling, and campaign optimization. A documented case study with VIVO showed a +50% incremental reach improvement in ad-exposed customers through Shopify-derived audience targeting. The technology functions as a productized differentiator layered on top of the underlying Amazon infrastructure.
Whitebox generates revenue through a hybrid model: (1) professional services fees for managed Amazon advertising, DSP activation, content optimization, and AMC analytics engagements; and (2) subscription/recurring licensing of the WBX Glass platform bundled with service delivery. The company operates an enterprise-focused, sales-led GTM with direct field sales targeting enterprise and mid-market brands and an inside sales channel for mid-market prospects. Pricing is custom and quote-based, with annual billing cadence and no public tiers, consistent with an agency model where deal sizes scale with client ad spend. As of the latest disclosed funding round in January 2022, Whitebox had raised approximately $49.6 million cumulatively across five rounds from 2018 to 2022, led by investors including Delta-v Capital, Noro-Moseley Partners, TCP Venture Capital, TDF Ventures, and TEDCO.
Whitebox firmographics
Firmographics- Name
- Whitebox
- Legal name
- Whitebox
- Website
- https://whitebox.com
- Company type
- Private
- Founded year
- 2013
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Whitebox (dba WBX Commerce) is a Baltimore-based Amazon advertising agency that provides managed Search, DSP, content optimization, and Amazon Marketing Cloud services to enterprise and mid-market brands. Its proprietary WBX Glass platform, built on AMC, automates reporting and enables first-party data-driven audience targeting across Amazon's ecosystem.
- Ownership category
- akta.pro rank
Whitebox industry classification
Industry- Product category
- Amazon Advertising Agency Services
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Enterprise/B2B Music Streaming (Business Background Music) (MPAIACAJ)
- akta.pro secondary industry
- B2B Marketplaces & Wholesale Platforms (BPAMAGAD)
Keywords
Where Whitebox is headquartered
LocationHeadquarters
- HQ city
- Baltimore
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Whitebox business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Operations, Technology or R&D, Marketing or Sales
Revenue model
- Amazon Advertising Agency Services: Full-service Amazon advertising agency providing managed services for Search, DSP, Content Optimization, and AMC. Revenue generated through agency service fees for advertising management and strategy.
- Technology Platform Licensing: WBX Glass technology platform offered as part of service delivery, providing data-driven targeting and reporting capabilities to agency clients.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Annual | Custom enterprise pricing |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels3 records
Whitebox product offering
Product offeringCore offering
Whitebox (dba WBX Commerce) is a full-service Amazon advertising and ecommerce strategies agency that plans, executes, and optimizes Amazon Search, DSP, Content Optimization, and Amazon Marketing Cloud campaigns for brands. Its core is the proprietary WBX Glass platform, built on Amazon Marketing Cloud, which combines client first-party data with Amazon's shopping, streaming, and listening behavior data to automate reporting and pinpoint audience targeting.
Product overview
WBX Commerce is a full-service Amazon advertising and ecommerce strategies agency, operating as an Amazon Ads Advanced Partner and AdTech reseller. The company's technology suite is built on Amazon Marketing Cloud (AMC) and centers around its proprietary WBX Glass platform, which provides first-party data management and automated reporting. The product portfolio consists of six interconnected service modules: Amazon Search Advertising, Amazon DSP Advertising, Amazon Content Optimization, Amazon Marketing Cloud services, and DSP Activation—all designed to work together to enable data-driven targeting, audience segmentation, and campaign optimization across Amazon's advertising ecosystem.
Differentiator
Problem solved
Functional benefit
Brands
- WBX Glass: A proprietary technology platform that automates reporting and provides real-time insights for data-driven advertising optimization.
Products and services
- WBX Glass Proprietary data management and analytics platform built on Amazon Marketing Cloud that automates reporting and provides real-time insights into shopping, streaming, and listening behavior for audience targeting and campaign optimization. Used to combine client first-party data with Amazon's data for pinpoint audience targeting.
- Amazon Search Advertising Managed search advertising services for the Amazon marketplace, focused on driving visibility and conversions through keyword-targeted ad placements. Delivered as a full-service agency engagement for e-commerce brands and sellers.
- Amazon DSP Advertising Demand-side platform advertising services enabling programmatic ad buying across Amazon inventory and third-party exchanges. Delivered as a managed service for enterprise and mid-market brands.
- Amazon Content Optimization Content optimization services for Amazon listings aimed at enhancing product content to improve visibility and conversion rates on the Amazon marketplace.
- Amazon Marketing Cloud Services Agency services leveraging Amazon's cross-platform data and analytics capabilities to provide audience insights, campaign measurement, and optimization across the Amazon ecosystem.
- DSP Activation Service enabling entry into Amazon DSP advertising with minimal barrier, powered by Amazon Marketing Cloud infrastructure and the WBX Glass platform.
Quantifiable outcome
- +50% incremental reach in ad exposed customers (VIVO case study)
Companies that use Whitebox
Customer profileNamed customers1 record
Segments1 record
Ideal customer profiles2 records
Whitebox technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
Feature1 record
Whitebox partnerships and signals
Strategic signalScale indicators2 records
Recent moves6 records
Expansion highlights5 records
Whitebox competitors and assessment
Company assessmentDirect peers
- Pacvue: Pacvue is a leading commerce media platform built specifically for Amazon and other retail media networks, offering DSP, AMC analytics, and audience activation. It is the closest direct competitor to Whitebox, with overlapping AMC and DSP activation capabilities and a larger engineering footprint.
- Perpetua: Perpetua provides Amazon advertising optimization software across DSP, Sponsored Products, and AMC, with a SaaS-led model. Directly comparable to Whitebox in target customer (Amazon sellers/brands) and core capability (data-driven Amazon ad management).
- Teikametrics: Teikametrics offers an AI-powered marketplace optimization platform for Amazon and Walmart advertisers, combining software with managed services. Comparable to Whitebox in serving mid-market and enterprise brands running performance media on Amazon.
- Quartile: Quartile is an Amazon advertising platform specializing in DSP, Sponsored Ads, and AMC activation for enterprise brands. Competes directly with Whitebox in the AMC-powered audience targeting and DSP activation segments.
Emerging players
- Helium 10: Helium 10 is a comprehensive Amazon seller toolset that includes advertising optimization (Adtomic) alongside keyword research and listing tools. Adjacent competitor with broader SMB seller focus and partial overlap with Whitebox's advertising capabilities.
- Jungle Scout: Jungle Scout is an Amazon seller platform with research, analytics, and advertising tools. It overlaps with Whitebox in serving Amazon-focused brands but is positioned more toward product research than AMC/DSP-specific advertising services.
Broad incumbents
- Rithum (ChannelAdvisor): Rithum (formed via ChannelAdvisor acquisition) is a multi-channel commerce platform with strong Amazon advertising and listing capabilities. A broader incumbent that competes with Whitebox in serving enterprise brands but also supports Walmart, eBay, and other marketplaces.
- Marin Software: Marin Software is a cross-channel ad management platform with Amazon DSP integration and audience targeting capabilities. A broader incumbent offering paid search and social alongside Amazon — comparable on the advertising technology layer rather than the agency-service focus.
- Flywheel Digital: Flywheel Digital (an Omnicom company) is a large Amazon and retail-media agency serving enterprise brands globally. Competes with Whitebox on managed services for enterprise Amazon advertisers, with substantially greater scale and holding-company resources.
- Publicis Commerce: Publicis Commerce is the commerce arm of Publicis Groupe, offering Amazon advertising and retail media services through dedicated practice areas. A broad incumbent with holding-company scale that competes with Whitebox for enterprise Amazon advertising budgets.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks2 records
Key highlights6 records
Customer concentration
Whitebox social profiles
Digital presenceWhitebox financial estimates
Financial estimateRevenue estimate
Valuation estimate
Whitebox leadership team
Management profileNumber of profiles
Profiles4 records
Whitebox funding detail
Funding detailFunding overview
Funding rounds5 records
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Whitebox M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Whitebox
What does Whitebox do?
Whitebox (dba WBX Commerce) is a full-service Amazon advertising and ecommerce strategies agency that plans, executes, and optimizes Amazon Search, DSP, Content Optimization, and Amazon Marketing Cloud campaigns for brands. Its core is the proprietary WBX Glass platform, built on Amazon Marketing Cloud, which combines client first-party data with Amazon's shopping, streaming, and listening behavior data to automate reporting and pinpoint audience targeting.
Is Whitebox a public or private company?
Whitebox is a private company. It is classified as venture growth investor backed and is currently operating.
When was Whitebox founded?
Whitebox was founded in 2013. It employs 1 to 10 people.
Where is Whitebox based?
Whitebox is headquartered in Baltimore, United States, in the North America region.
How does Whitebox make money?
Two revenue lines are on record. Amazon Advertising Agency Services are the primary driver. The others are technology Platform Licensing.
Who are Whitebox's main competitors?
Direct peers on record are Pacvue, Perpetua, Teikametrics and Quartile. Emerging players are Helium 10 and Jungle Scout. Broad incumbents are Rithum (ChannelAdvisor), Marin Software, Flywheel Digital and Publicis Commerce.
Does Whitebox have an API?
No public API is recorded for Whitebox.
What industry is Whitebox in?
Whitebox's product category is Amazon Advertising Agency Services. Its primary akta.pro industry code is MPAIACAJ, Enterprise/B2B Music Streaming (Business Background Music), with a secondary code of BPAMAGAD, B2B Marketplaces & Wholesale Platforms. Its NAICS code is 518210 and its SIC code is 7370.