MarqVision vs Unit21

Neither company has publicly disclosed a valuation, making a definitive size comparison difficult. MarqVision employs 1-50 people, while Unit21 has 100-500 employees.

Unit21 has raised more in total funding at $75M, compared to MarqVision's $20M — a gap of $55M.

Unit21 holds the higher Awaira Score at 60/100, compared to MarqVision's 40/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 20-point gap that reflects meaningful differences in scale or traction.

MarqVision was founded by Holmes H. Kim in 2020. Unit21 was founded by Trisha Kothari in 2018. Visit each company's profile on Awaira for a full founder biography.

MarqVision: MarqVision provides AI-powered brand protection software that monitors e-commerce marketplaces, social media platforms, and the open web for counterfeit products, trademark infringement, and unauthorised brand usage, using computer vision and NLP to identify infringing listings at scale and automate takedown notice submission to platform operators. The company serves brand owners in luxury goods, consumer electronics, and fashion that face significant revenue loss from counterfeit product sales on global e-commerce platforms.\n\nThe company raised approximately $20 million in venture funding from investors including Portage Ventures and PayPal Ventures. MarqVision reports monitoring billions of listings across major marketplaces including Amazon, Alibaba, and eBay on behalf of brand clients, achieving automated enforcement rates that exceed what traditional brand protection teams can achieve through manual monitoring. The platform integrates with marketplace reporting APIs to accelerate the time from infringing listing detection to successful takedown.\n\nMarqVision competes in the AI brand protection market against Red Points, Corsearch, and MarkMonitor, as well as the in-house brand protection teams of large consumer brands. The e-commerce counterfeit problem has expanded significantly with the growth of cross-border marketplace platforms that connect buyers in developed markets with manufacturers of infringing goods in low-cost production regions. AI automation of the detection and enforcement process is the primary value proposition, as the volume of potentially infringing listings across global platforms exceeds what human monitoring teams can practically review. Unit21: Unit21 provides a fraud and risk operations platform that enables compliance and fraud teams at financial institutions and fintechs to build, test, and deploy transaction monitoring rules and machine learning models without requiring data science resources. The platform covers transaction fraud, account takeover, ACH and check fraud, and anti-money laundering (AML) case management in a unified workflow.\n\nThe company raised approximately 75 million USD and serves hundreds of financial services customers including neobanks, payment processors, crypto exchanges, and traditional banks looking to modernize legacy fraud operations with configurable, model-driven risk infrastructure. Unit21 no-code rule builder allows risk analysts to respond to new fraud patterns within hours rather than weeks.\n\nFinancial fraud losses in the United States exceed 10 billion USD annually and are growing as faster payment rails reduce the window for detection. Unit21 competes with legacy vendors like NICE Actimize and SAS as well as newer entrants including Sardine and Alloy, differentiating through its analyst-friendly interface and the speed with which risk teams can iterate on detection logic without engineering dependencies.

Unit21 was founded first in 2018, giving it 2 years of additional market experience. MarqVision was founded later in 2020. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

MarqVision has approximately 1-50 employees, while Unit21 has approximately 100-500. A larger team often signals higher revenue or venture backing, but in AI, smaller teams are increasingly capable of building at scale.

Yes, MarqVision and Unit21 are direct competitors — both operate in the AI Security space and likely target overlapping customer segments. This comparison is especially relevant for buyers evaluating both platforms.