UNGUESS
Founded as AppQuality in 2015, UNGUESS combines a SaaS platform, tester and expert communities, research methodologies and AI-driven analysis to support continuous digital product validation.
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Podcast Episode
🎙️ Deep Dive
UnGuess, Sereact, Pixel Photonics — digital quality, robotics and quantum computing — Daily News June 12, 2026
Listen to the episodeAbout UNGUESS
UNGUESS was created in Italy to bring real users into the design, development and validation process of digital products. The company started with crowdtesting for apps and websites, then expanded into user experience, software quality, cybersecurity, accessibility, market research and, more recently, AI training and testing for AI agents and features. After a growth round of more than €10 million led by Fondo Italiano d'Investimento, the company accelerated its European expansion through the acquisition of Ferpection in France in 2024 and Testbirds in 2026, creating a group with a direct presence in Italy, France, Germany, the Netherlands and the UK.
The Story
The company was founded in 2015 as AppQuality within the Politecnico di Milano ecosystem, with the idea of applying crowdtesting to the quality of apps and digital products. The founders cited by available sources are Edoardo Vannutelli, Filippo Maria Renga and Luca Manara. In 2022 AppQuality rebranded as UNGUESS to reflect a broader scope: not just app testing, but reducing guesswork in product decision-making.
How UNGUESS works
Business Model
B2B SaaS and services-enabled software model: proprietary platform, testing and research campaigns, access to profiled communities, and specialist services for UX, QA, accessibility, cybersecurity and AI validation.
Revenue Model
Revenue from enterprise contracts, testing and research campaigns, platform access, specialist services and ongoing quality, security and product-validation programmes. Public pricing was not verified.
Products & Services
Key Products
- UNGUESS Smart Platform
- TRYBER community
- AI Training
- User Experience
- Software Quality
- Cyber Security
- Accessibility
- UNGUESS Security
- Ferpection UX Research
- Testbirds The Nest
Core Use Cases
- Crowdtesting for apps, websites and software products
- User research and UX validation
- Functional testing and bug detection
- Accessibility testing
- Cybersecurity testing and bug bounty programmes
- AI model, LLM, agent and AI feature testing with human feedback
- IoT and connected-device testing after the Testbirds acquisition
- Customer journey and payment-flow optimisation
Market & Clients
Key Customers
Enterprise clients and large brands building or operating digital products, including examples cited in public sources such as Pirelli, Costa Crociere, Sky, Intesa Sanpaolo, Enel, Decathlon, BMW, Generali, Allianz and LVMH.
Geographic Presence
How UNGUESS competes
Competitors
Competitive Advantages
- Community-based access to real users and specialist testers
- Combination of platform, methodology and managed services
- European footprint strengthened through Ferpection and Testbirds
- Enterprise customer base and references across regulated and consumer-facing sectors
- Positioning across UX, QA, accessibility, cybersecurity and AI testing rather than a single testing niche
How UNGUESS grows
Growth Strategy
European expansion through targeted acquisitions, consolidation of the TRYBER and The Nest communities, development of AI Training and AI testing services, strengthening of cybersecurity and accessibility, and sales to large global enterprise clients.
Distribution Model
Direct B2B sales to enterprise product, UX, marketing, QA, security, digital transformation and AI teams, supported by managed campaigns and platform access.
Moat (Defensibility)
The main moat is the combination of a profiled community, proprietary platform, methodological know-how, enterprise customers and European geographic presence. The Testbirds acquisition strengthens the moat across community scale, device coverage, DACH/Benelux reach and real-world testing for digital and AI products.
Regulatory Context
The context includes GDPR and data protection for data relating to testers, clients and users involved in campaigns; cybersecurity standards and requirements for security testing and bug bounty activities; and digital accessibility, including the growing relevance of the European Accessibility Act for digital products and services in Europe.
Key Risks
- Operational and cultural integration of the Ferpection and Testbirds acquisitions
- Competitive pressure from global UX research and software testing platforms
- Commoditisation risk if AI automates parts of standardised testing
- Data protection, security and consent-management complexity in real-user testing
- Need to maintain community quality, engagement and profiling at international scale
Strategic Insights
- Crowdtesting can become a defensible B2B category when it combines community, methodology, platform and enterprise customer access.
- The acquisitions of Ferpection and Testbirds point to a European consolidation strategy in a fragmented market spanning UX research, QA, accessibility and cybersecurity testing.
- Combining AI and human insights can be a strong positioning: AI accelerates analysis and workflows, while human feedback remains the benchmark for experience, trust and security use cases.
- The move from Italian player to European group shows a possible path for Italian B2B scaleups: local growth capital, targeted acquisitions and focus on an international vertical category.
Funding & Investors
Funding Rounds
- 2020 - Funding round: €3.5M
Lead: P101 - 2023 - Growth round: Over €10M
Lead: Fondo Italiano d'Investimento SGR / FITEC - 2024 - Acquisition — Ferpection: Undisclosed
- 2026 - Acquisition — Testbirds: Undisclosed
Key Investors
Founding Team
Founders
Key Executives
- Federico Malvezzi - CEO
- Luca Manara - Founder & Executive Chairman
- Antonio Arezzo - CFO
- Lorenzo Capecchi - Chief Community Officer
Key Metrics
Lessons from UNGUESS
- Starting from a narrow, painful use case — app quality — can lead to a broader platform when the underlying problem is recurring.
- Rebranding works when it reflects a genuine category expansion, not just a visual refresh.
- To sell to large enterprise customers, methodology, operational reliability and compliance matter as much as the software product.
- In fragmented European markets, selective M&A can be more effective than pure country-by-country commercial expansion.
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Read AnalysisSources
- Home - UNGUESS - Be smart from the start — UNGUESS
- About Us - UNGUESS — UNGUESS
- UNGUESS closes a funding round of over EUR 10 million led by Fondo Italiano d'Investimento — Fondo Italiano d'Investimento
- AppQuality diventa Unguess e allarga la sua community di tester — Digital4
- 3.5mln€ al Crowdtesting di AppQuality: ancora più rapidi ed efficaci — UNGUESS Blog
- UNGUESS strengthens its international footprint by joining forces with Ferpection — UNGUESS Blog
- UNGUESS acquires Testbirds to create the leading European AI-powered platform for digital quality and security — Testbirds
- UNGUESS punta alla crescita internazionale e nomina Federico Malvezzi nuovo CEO — Media Key