The Good Face Project

Cover Block

Attribute	Detail
Name	The Good Face Project
Tagline	AI SaaS analyzing cosmetic ingredients for safety, efficacy, toxicity, compliance
Headquarters	San Diego, United States
Founded	2018
Stage	Seed
Business Model	SaaS
Industry	Beauty & Personal Care Technology
Technology	AI / Machine Learning
Geography	North America
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding Label	Seed (total disclosed ~$5,650,000)

Links

• Website: https://www.thegoodfaceproject.com
• LinkedIn: https://www.linkedin.com/company/thegoodfaceproject
• Facebook: https://www.facebook.com/TheGoodFaceProject

What an Investor Needs First

The Good Face Project is a San Diego-based AI platform providing ingredient intelligence to a beauty industry under pressure for transparency and compliance. The company's evolution from a consumer-facing app to a B2B SaaS serving major retailers and brands demonstrates a clear wedge into a complex, regulated market [Global Cosmetic Industry, 2024].

Founded in 2018 by CEO Iva Teixeira and CTO Lena Skliarova-Mordvinova, the company originated from a personal need for safer skincare [SDVoyager]. Its core product, the CARA AI tool, functions as a specialized query engine for cosmetic chemists, enabling real-time analysis of formulations against a proprietary database of over 200,000 ingredients and 250,000 products [Premium Beauty News, 2024]. This dataset, combined with API integrations into retail partners like Target, Ulta, and Walmart, forms the primary technical moat [US Chamber of Commerce, 2023].

The founding team brings complementary strengths: Teixeira's background in data-driven beauty tech provides commercial direction, while Skliarova-Mordvinova's over two decades of AI experience underpins the platform's technical architecture [LinkedIn, 2026]. The company closed a $5.65 million seed round in August 2022 to scale its AI capabilities, with backing from a consortium of beauty-focused and generalist venture firms including VMG Catalyst and Spark Growth Ventures [PRNewswire, August 2022].

Data Accuracy: YELLOW -- Core company facts and funding are confirmed by multiple sources; specific product metrics and team details rely on single-source trade publications or LinkedIn profiles.

Inside the Company

The Good Face Project began as a consumer-facing application in 2018, founded by Iva Teixeira and Lena Skliarova-Mordvinova in San Diego. The initial impetus was a personal need for transparent ingredient information related to a child's skincare [SDVoyager]. The company's public narrative centers on evolving from a tool for personalized product recommendations into a B2B SaaS platform that serves the entire beauty industry value chain [Global Cosmetic Industry, 2024].

Key operational milestones follow a consumer-to-enterprise expansion path. The company was selected for the Target Accelerators program, a partnership that provided early validation and access to a major retail channel [US Chamber of Commerce, 2023]. Its most significant capital event was a $5.65 million seed round closed in August 2022, which was earmarked for scaling its AI and data infrastructure [PRNewswire, August 2022]. A subsequent product milestone was the launch of CARA AI, an interactive formulation assistant described as a "GPT Chat for beauty," aimed at accelerating product development for brands and manufacturers [Premium Beauty News, 2024].

The company maintains its headquarters in San Diego, California, and has established a commercial presence in Europe and Asia under the leadership of a regional director [Premium Beauty News, 2024] [LinkedIn, 2026].

Data Accuracy: YELLOW -- Core facts (founding, funding, HQ) are confirmed by multiple sources; some operational details and the founding story are from single-source interviews.

Under the Hood

The Good Face Project’s core offering is a B2B SaaS platform that uses proprietary AI to analyze cosmetic ingredients for safety, efficacy, and regulatory compliance. The system evolved from a consumer-facing app that allowed users to scan product ingredients, a wedge that informed the underlying database and scoring algorithms [US Chamber of Commerce, 2023]. Today, the platform serves brands, manufacturers, and major retailers by providing tools for formula validation and innovation.

Its flagship feature is CARA AI, described in press as a “GPT Chat for formulations” [Premium Beauty News, 2024]. This tool allows cosmetic chemists and product developers to perform real-time queries on ingredient combinations, check for allergens, and generate compliant product prototypes. The platform’s utility is built on a substantial proprietary dataset, which the company reports covers over 200,000 ingredients and 250,000 products [Premium Beauty News, 2024]. This data layer, combined with AI-driven analysis across more than 80 countries’ regulations, forms the primary technical moat.

Go-to-market integration appears to be a key product surface. The company has developed API connections with major beauty retailers, including Ulta, Walmart, and Sephora, allowing for direct data exchange and compliance checks within retail ecosystems [US Chamber of Commerce, 2023].

Data Accuracy: YELLOW -- Product claims are sourced from press coverage; technical specifications and API integrations are not independently verified.

Market Research and Opportunity

The market for ingredient intelligence in beauty is being reshaped by a confluence of consumer demand for transparency, tightening global regulations, and the industry's own need for faster, more reliable product development.

Metric	Value
Global Cosmetics Market (2023)	$380B
Clean Beauty Market (2022)	$11.6B
Projected Clean Beauty CAGR	12%

Data Accuracy: YELLOW -- Market sizing figures are from established third-party reports (Grand View Research, Statista) and provide a reasonable analogous context. The company's cited operational scope (80+ countries) is from a single trade publication [Premium Beauty News, 2024].

Competition and Substitutes

The Good Face Project operates in a fragmented competitive landscape, defined less by direct feature-for-feature rivals and more by a collection of specialized incumbents and adjacent data providers.

• Regulatory compliance specialists. Companies like UL Solutions or Eurofins provide physical testing and certification services.
• Ingredient data aggregators. Databases such as CosIng or the Personal Care Products Council's (PCPC) Ingredient Database offer raw regulatory lists.
• Enterprise formulation software. Legacy product lifecycle management (PLM) systems from companies like Centric Software or Siemens manage formulation workflows.
• Clean beauty certification bodies. Organizations like EWG Verified or the Leaping Bunny program provide end-product seals of approval.

The company's defensible edge today appears to be its integrated position across the beauty value chain. Its API integrations with major retailers like Ulta, Walmart, and Sephora [US Chamber of Commerce, 2023] create a distribution moat that pure-play data providers lack. The proprietary dataset of 250,000 products and 200,000 ingredients [Premium Beauty News, 2024] represents a significant accumulation of structured data.

Data Accuracy: YELLOW -- Competitive analysis is inferred from market structure and company positioning; no direct competitor profiles were available in cited sources.

Opportunity

The Good Face Project's opportunity rests on becoming the essential data infrastructure for the global beauty industry's shift toward ingredient transparency and regulatory compliance.

Scenario	What happens	Catalyst	Why it's plausible
Regulatory Standard-Bearer	The platform becomes the mandated tool for compliance checks in key markets.	Passage of stricter ingredient disclosure laws.	The database already covers regulations across 80+ countries [Premium Beauty News, 2024].
Embedded Innovation Engine	CARA AI becomes the primary R&D tool for cosmetic chemists.	A strategic partnership with a major ingredient supplier.	The CARA AI tool is specifically marketed for real-time formula queries [Premium Beauty News, 2024].
Vertical Consolidation	The company expands into adjacent verticals like sustainable sourcing.	An acquisition of a complementary dataset.	The foundational database of 250,000 products and 200,000 ingredients [Premium Beauty News, 2024] provides a scalable data core.

Data Accuracy: YELLOW -- Key opportunity claims are supported by single-source trade publications. The core funding event is well-documented.

Sources

1. [PRNewswire, August 2022] The Good Face Project Closes $5.65 Million | https://www.zoominfo.com/c/the-good-face-project-inc/455120129
2. [Premium Beauty News, 2024] The Good Face Project, a time-saving AI-based solution | https://www.premiumbeautynews.com/en/the-good-face-project-a-time,23796
3. [US Chamber of Commerce, 2023] How Good Face Project Got Chosen for Target's Accelerators | https://www.uschamber.com/co/good-company/the-leap/good-face-project-target-accelerators
4. [Global Cosmetic Industry, 2024] A ChatGPT for Beauty? The Good Face Project Has One | https://www.gcimagazine.com/brands-products/devices-tech/news/22892980/a-chatgpt-for-beauty-the-good-face-project-has-one
5. [SDVoyager] Meet Iva Teixeira of The Good Face Project in La Jolla | https://sdvoyager.com/interview/meet-good-face-project-la-jolla/
6. [LinkedIn, 2026] Lena Skliarova-Mordvinova - The Good Face Project | https://www.linkedin.com/in/hskliarovamordvinova/
7. [Grand View Research, 2022] Clean Beauty Market Size, Share & Trends Analysis Report | https://www.grandviewresearch.com/industry-analysis/clean-beauty-market-report
8. [Statista, 2023] Value of the cosmetics market worldwide from 2023 to 2028 | https://www.statista.com/statistics/585922/global-cosmetics-market-value/
9. [McKinsey & Company, 2021] Survey: Consumer sentiment on sustainability in fashion | https://www.mckinsey.com/industries/retail/our-insights/survey-consumer-sentiment-on-sustainability-in-fashion