Sofosbuvir + Velpatasvir (Epclusa) Market Report

Sofosbuvir + Velpatasvir (Epclusa) Market Analysis 2025-2033: Pan-Genotypic Direct-Acting Antiviral Landscape In Hepatitis C Virus (HCV) Treatment

  • Published: Nov, 2025
  • Report ID: GVR-MT-100500
  • Format: PDF/Excel databook
  • No. of Pages/Datapoints: 120
  • Report Coverage: 2024 - 2030

Report Overview

Sofosbuvir + Velpatasvir (Epclusa), developed by Gilead Sciences, represents a transformative milestone in hepatitis C virus (HCV) treatment as the first once-daily, pan-genotypic direct-acting antiviral (DAA) combination. By uniting a nucleotide analog polymerase inhibitor (sofosbuvir) with an NS5A inhibitor (velpatasvir), Epclusa delivers durable viral clearance across all major HCV genotypes, removing the need for genotype-specific regimens and simplifying clinical management. Approved for both adults and pediatric patients aged 3 years and older, including those with cirrhosis (in combination with ribavirin), it has redefined therapeutic convenience and cure potential in HCV care. Competing against AbbVie’s Mavyret and other emerging pan-genotypic therapies, Epclusa maintains a leading market position through its proven efficacy, strong safety profile, and positive real-world outcomes. Gilead’s strategic use of voluntary licensing partnerships has expanded treatment access in low- and middle-income regions, reinforcing Epclusa’s role in national elimination initiatives. Looking ahead, focused investment in lifecycle management, pediatric development, and outcome-based collaborations will remain key to sustaining Epclusa’s leadership in the evolving hepatitis C treatment landscape.

Key Report Deliverables

  • A comprehensive analysis of the Sofosbuvir + Velpatasvir (Epclusa) market landscape, encompassing therapeutic performance, treatment adoption trends across hepatitis C virus (HCV) genotypes, evolving direct-acting antiviral (DAA) paradigms, and the competitive positioning of Epclusa within the rapidly advancing antiviral therapeutics segment.

  • Forecasts assessing post-launch market evolution, including anticipated label expansion across pediatric and advanced liver disease populations, revenue trajectory in key treatment regions, and the expected impact of generic entry, access programs, and evolving payer dynamics on market share and profitability.

  • Evaluation of regulatory and market access challenges influencing DAA adoption, including approval frameworks, reimbursement pathways, health technology assessments, and pricing negotiations across major geographies such as the U.S., Europe, Japan, China, and India, alongside global initiatives supporting HCV elimination goals.

  • An in-depth competitive landscape overview, profiling leading antiviral manufacturers, emerging pan-genotypic combinations, pipeline innovations in next-generation DAAs, strategic partnerships for global supply expansion, and evolving public health strategies driving large-scale treatment implementation.

  • Strategic implications for Gilead Sciences, including lifecycle management approaches, pediatric and co-infection treatment integration, market access optimization, partnership-driven affordability programs, and targeted regional expansion to sustain therapeutic leadership and maximize long-term growth potential within the evolving hepatitis C therapeutics market. 

Patent Cliff Analysis

The revenue outlook for Sofosbuvir + Velpatasvir (Epclusa), Gilead Sciences’ pioneering pan-genotypic direct-acting antiviral (DAA), is projected to remain resilient throughout the 2025-2033 forecast period, supported by continued treatment demand, strong brand equity, and extensive global access initiatives. As one of the most established HCV therapies, Epclusa is expected to sustain robust market performance through consistent uptake across adult and pediatric populations, integration into public health programs, and inclusion in treatment guidelines across multiple geographies. Between 2025 and 2028, the therapy will benefit from steady adoption in emerging markets, improved screening rates, and expanded reimbursement coverage in developed economies, reinforcing its leadership within the HCV treatment landscape.

As patent exclusivity for Epclusa approaches expiration around 2030-2031, the market is expected to experience a gradual shift with the introduction of generic sofosbuvir/velpatasvir formulations. This transition phase will likely bring pricing compression and increased formulary competition, particularly in the U.S., Europe, and select Asia-Pacific markets. However, Gilead’s proactive strategies-including long-term licensing partnerships, supply chain optimization, and outcome-based collaborations-are anticipated to buffer the initial impact of generics, preserving brand loyalty and revenue stability.

From 2031 to 2033, as generic penetration accelerates and cost-driven procurement models expand, Epclusa’s revenue trajectory may plateau, transitioning from a premium innovator to a high-volume, lower-margin therapy. Despite rising competitive intensity, the brand’s entrenched role in HCV elimination programs and proven real-world outcomes will support its sustained relevance. Gilead’s continued engagement in public-private partnerships and evolving lifecycle initiatives-such as co-infection management and adherence-focused digital health solutions-will further strengthen its market presence.

By the end of the forecast period, Sofosbuvir + Velpatasvir is expected to remain a cornerstone therapy within HCV management, balancing innovation legacy with widespread accessibility. While market dynamics will shift toward affordability and competitive diversity, Epclusa’s clinical reliability, safety record, and strategic positioning will ensure its continued contribution to advancing hepatitis C care worldwide. 

Current Market Scenarios 

Sofosbuvir + Velpatasvir (Epclusa), developed by Gilead Sciences, has emerged as a transformative therapy in the hepatitis C virus (HCV) treatment landscape, redefining antiviral management through its pan-genotypic efficacy and simplified dosing regimen. As the first once-daily, all-oral direct-acting antiviral (DAA) approved for all major HCV genotypes, Epclusa has become the preferred choice for both treatment-naïve and treatment-experienced patients. Its consistent clinical performance, strong tolerability, and broad indication for adults and pediatric patients aged three years and older, including those with compensated and decompensated cirrhosis, have established it as a cornerstone therapy in modern HCV care.

In the U.S. and Europe, Epclusa continues to demonstrate strong market performance supported by sustained treatment demand, inclusion in national HCV elimination strategies, and stable reimbursement coverage. It remains widely adopted across hepatology and infectious disease practices as a first-line standard, driven by robust real-world evidence and long-term therapeutic success. Competitive pressure from AbbVie’s Mavyret has influenced pricing and formulary dynamics; however, Epclusa’s broad genotype coverage, convenient dosing, and superior patient adherence reinforce its competitive positioning. 

Across the Asia Pacific region, including India, China, and Japan, expanding HCV screening initiatives, enhanced healthcare infrastructure, and Gilead’s voluntary licensing framework have significantly improved treatment accessibility. The availability of cost-effective generic formulations has accelerated uptake, aligning with national public health objectives focused on HCV elimination. These developments have strengthened Epclusa’s footprint in both public and private healthcare sectors, solidifying its role in large-scale treatment programs. 

In Latin America and the Middle East and Africa (MEA), increased diagnostic awareness, strategic government partnerships, and multinational access collaborations are broadening patient reach and treatment affordability. Despite challenges related to reimbursement variability and healthcare infrastructure disparities, the region continues to offer promising growth potential for expanded adoption of Epclusa.

Although the HCV therapeutics market is progressively stabilizing, Epclusa maintains its leadership through clinical reliability, accessibility, and strategic lifecycle management. Gilead’s ongoing focus on pediatric research, co-infection management, and public health collaborations underscores its long-term commitment to advancing HCV care. Looking forward, the market will be influenced by generic entry, evolving treatment strategies, and innovation-driven care models, with Epclusa expected to remain a key therapeutic pillar in the ongoing effort to eliminate hepatitis C.

Sofosbuvir + Velpatasvir (Epclusa) Market Analysis Timeline

Market Dynamics

Growing Demand for Advanced Antiviral Therapies

The rising global burden of hepatitis C virus (HCV) infection, particularly in low- and middle-income populations, continues to drive increasing demand for simplified, effective, and accessible antiviral regimens such as Sofosbuvir + Velpatasvir (Epclusa). As a pan-genotypic therapy with proven efficacy across all major HCV genotypes, Epclusa has transformed treatment standards by eliminating the need for genotype testing and reducing treatment complexity. Its broad applicability across diverse patient groups, including those with cirrhosis, co-infections, and pediatric patients, reinforces its value as a universal therapy. Supported by expanding public health initiatives, government-led elimination programs, and greater diagnostic coverage, Epclusa remains at the forefront of global HCV eradication efforts. The continued emphasis on early diagnosis, treatment adherence, and affordable access ensures a steady rise in therapy demand across both developed and emerging markets.

Pricing Dynamics and Competitive Landscape

The hepatitis C treatment market is becoming increasingly competitive as generic sofosbuvir/velpatasvir formulations and rival pan-genotypic therapies, including Mavyret (glecaprevir/pibrentasvir), influence pricing structures and reimbursement models. In cost-sensitive markets such as India, Egypt, and Southeast Asia, government procurement and tender-based pricing are shaping access and affordability trends. Meanwhile, in premium markets including the U.S., Europe, and Japan, strong clinical data, simplified treatment protocols, and established prescriber trust continue to support favorable pricing and sustained market share for Epclusa. Although pricing pressures are expected to intensify with broader generic penetration post-2030, Gilead’s robust voluntary licensing framework, extensive manufacturing network, and outcome-based pricing collaborations will help maintain competitive balance and treatment continuity.

Opportunities in Lifecycle Management and Regional Expansion

Gilead Sciences continues to strengthen Epclusa’s long-term market position through strategic lifecycle management, focused on pediatric expansion, co-infection management, and real-world evidence generation. The company’s proactive efforts to support health system integration, patient assistance programs, and diagnostic partnerships are enhancing treatment reach and equity. Developed regions are anticipated to maintain stable adoption through sustained reimbursement coverage and prescriber familiarity, while emerging regions such as Asia Pacific, Latin America, and Africa are projected to see accelerated uptake due to growing awareness and expanding access through licensed generics. Moving forward, innovation in care delivery, public-private partnerships, and enhanced screening infrastructure will define Epclusa’s continued leadership and enduring impact within the evolving HCV therapeutics landscape.

The Pressure of Pricing and Market Erosion Post-Patent

As Sofosbuvir + Velpatasvir (Epclusa) continues to lead the global hepatitis C treatment landscape, the market is beginning to experience early signs of pricing erosion and competitive shifts driven by the growing availability of generic formulations and alternative pan-genotypic regimens. With expanding access to low-cost generics in high-burden regions such as India, Egypt, and Southeast Asia, payers are increasingly prioritizing cost-effectiveness and population-scale treatment coverage. In mature markets including the U.S., Europe, and Japan, sustained clinical trust, physician familiarity, and proven cure rates are expected to uphold Epclusa’s premium positioning in the short term. However, as generic penetration deepens post-patent expiry, value-based contracting, government price negotiations, and outcome-linked reimbursement frameworks will increasingly shape commercial performance. Despite these pressures, Gilead’s global licensing partnerships, extensive distribution network, and strong brand equity will help mitigate market erosion. Continued investment in access programs, strategic pricing alignment, and real-world data generation will be key to sustaining relevance and patient reach in an evolving antiviral marketplace.

Innovating Beyond the Patent - Unlocking Future Growth Paths

To counter intensifying competition and shifting payer priorities, Gilead Sciences is advancing innovation-focused lifecycle strategies to extend Epclusa’s commercial vitality and reinforce its leadership in viral hepatitis care. Ongoing initiatives include the development of optimized treatment regimens, pediatric formulations, and combination therapies designed to enhance adherence, tolerability, and long-term virologic response. Gilead’s expanding research into co-infection management, integration with public health screening programs, and digital adherence monitoring underscores its commitment to comprehensive care delivery. Emerging markets across Asia Pacific, Latin America, and Africa present strong growth potential as governments intensify hepatitis C elimination campaigns and leverage Gilead’s voluntary licensing framework to improve treatment access. Moving forward, innovation in patient-centric models, data-driven health partnerships, and sustainable affordability initiatives will define Epclusa’s continued global influence-ensuring its enduring role as a cornerstone therapy in the quest for hepatitis C eradication.

Sofosbuvir + Velpatasvir (Epclusa) Market Outlook and Dynamics

Shaping the Future - Innovation, Accessibility, and Regional Dynamics

The antiviral therapy landscape is entering a defining era of access-driven innovation, with Sofosbuvir + Velpatasvir (Epclusa) standing at the forefront of hepatitis C treatment evolution. As a pan-genotypic regimen offering exceptional cure rates across all HCV genotypes, Epclusa has redefined therapeutic benchmarks through shorter treatment durations, oral convenience, and strong tolerability, setting new standards for patient-centered care. With rising global efforts toward hepatitis C elimination, Epclusa’s robust efficacy and simplified dosing continue to drive adoption across both developed and resource-limited settings, reinforcing its position as a foundational antiviral therapy.

In mature markets such as the U.S. and Europe, established reimbursement systems, early detection initiatives, and high physician confidence are propelling sustained uptake. Meanwhile, in emerging regions across Asia Pacific, Latin America, and Africa, government-led elimination programs, tiered pricing models, and Gilead’s voluntary licensing partnerships are expanding treatment reach and affordability. However, regional variations in healthcare infrastructure, screening rates, and reimbursement frameworks continue to shape access dynamics, influencing the pace of adoption and treatment equity.

To maintain leadership, Gilead Sciences is pursuing a forward-looking strategy centered on formulation innovation, public health collaboration, and next-generation therapy integration to address co-infections and underserved populations. Ongoing initiatives in digital health support, patient adherence monitoring, and global access expansion will further strengthen Epclusa’s impact. By balancing therapeutic excellence with affordability and accessibility, Epclusa is poised to remain a cornerstone of global hepatitis C care-driving progress toward a future defined by innovation, equity, and viral eradication.

Global Sofosbuvir + Velpatasvir (Epclusa) Market

Overview of Alternative Therapeutics

The competitive environment surrounding Sofosbuvir + Velpatasvir (Epclusa) continues to evolve as multiple direct-acting antiviral (DAA) regimens emerge with advanced formulations and targeted combinations. Rivals such as Glecaprevir/Pibrentasvir (Mavyret) by AbbVie and Sofosbuvir/Ledipasvir (Harvoni), also from Gilead, are expanding therapeutic reach through shorter treatment durations, enhanced tolerability, and tailored solutions for specific genotypes and comorbidities. These next-generation antiviral agents are driving physician choice and treatment personalization across diverse patient populations, including those with HCV/HIV coinfection, renal impairment, and compensated cirrhosis.

As competitors secure broader approvals and negotiate strategic access programs, the hepatitis C market is experiencing intensified focus on affordability, convenience, and sustained virologic response (SVR) optimization. Uptake of alternative DAAs is particularly rising in Asia Pacific, Eastern Europe, and Latin America, where cost, availability, and healthcare infrastructure strongly influence prescribing patterns. In contrast, established markets like the U.S. and Western Europe continue to prioritize real-world evidence, pan-genotypic coverage, and post-treatment outcomes as key differentiators driving therapeutic choice.

To sustain leadership, Gilead Sciences is expected to capitalize on Epclusa’s strong clinical legacy, high cure rates, and simplified dosing to reinforce its dominance. Strategic efforts focusing on public health collaborations, manufacturing scalability, and access partnerships will be vital to maintaining growth momentum. As antiviral innovation accelerates, Epclusa’s proven efficacy, broad global footprint, and commitment to treatment accessibility and viral elimination will continue to define its standing in the rapidly evolving hepatitis C therapeutic landscape.

Competitive Landscape 

The competitive landscape for Sofosbuvir + Velpatasvir (Epclusa) continues to evolve as the hepatitis C antiviral segment matures and treatment paradigms shift toward simplified, pan-genotypic regimens. Gilead Sciences has strategically positioned Epclusa as a benchmark oral therapy delivering high cure rates, broad genotype coverage, and a short 12-week treatment duration across diverse patient populations, including those with compensated cirrhosis and HCV/HIV coinfection. Competing DAAs such as Glecaprevir/Pibrentasvir (Mavyret) by AbbVie and Sofosbuvir/Ledipasvir (Harvoni) from Gilead’s own portfolio are intensifying competition through shorter regimens, pricing strategies, and expanded global access, fueling a dynamic race for leadership in the antiviral therapeutics space. 

Emerging competitors are accelerating development of next-generation DAAs and pan-genotypic fixed-dose combinations, focusing on shorter treatment cycles, resistance management, and improved tolerability. Market adoption will differ regionally the U.S. and Europe will remain key commercial hubs driven by established screening programs, favorable reimbursement, and specialist familiarity, while Asia Pacific, Latin America, and Middle East & Africa are poised for faster expansion supported by national elimination programs and generic collaborations improving drug affordability. 

To sustain its dominance, Gilead is emphasizing strategic differentiation, including partnerships with global health agencies, generic licensing initiatives, and continued innovation in treatment simplification and access expansion. Competitors are leveraging cost optimization and portfolio diversification to secure greater market presence. As the hepatitis C treatment landscape transitions toward elimination goals, success will hinge on treatment accessibility, real-world efficacy, and public health integration. The companies that effectively balance innovation, affordability, and outreach will shape the next era of antiviral therapy evolution. 

North America Sofosbuvir + Velpatasvir (Epclusa) Market

North America remains the leading market for Sofosbuvir + Velpatasvir (Epclusa), with the United States serving as the primary revenue hub for Gilead Sciences’ pan-genotypic antiviral therapy. High awareness among hepatologists and infectious disease specialists, comprehensive screening programs, and robust reimbursement frameworks drive strong adoption. The U.S. market benefits from early regulatory approval, inclusion in public health initiatives, and integration into national hepatitis C elimination strategies. In Canada, similar adoption patterns are evident, supported by government-led access programs, though pricing reviews and formulary constraints temper growth. Overall, North America’s advanced healthcare infrastructure, payer support, and strong commitment to viral elimination ensure sustained market leadership for Epclusa. 

Europe Sofosbuvir + Velpatasvir (Epclusa) Market

Europe remains a pivotal growth region for Epclusa, with Germany, France, Italy, and the U.K. leading adoption. The region’s well-established hepatitis C management frameworks, coupled with strong policy alignment toward HCV elimination, underpin consistent uptake. Favorable clinical guidelines, pan-genotypic coverage, and inclusion in national tender systems have accelerated market penetration. However, health technology assessments (HTAs) and strict price negotiations across payer networks continue to shape market dynamics. Collaborations with public health agencies, patient outreach programs, and generic partnerships are expected to strengthen long-term positioning. Europe’s mature infrastructure and commitment to access equity position it as a critical region for sustained growth. 

Asia Pacific Sofosbuvir + Velpatasvir (Epclusa) Market

The Asia Pacific market is witnessing rapid expansion, with Japan, China, and India leading the adoption of pan-genotypic DAA therapies. Japan’s progressive reimbursement systems and physician familiarity with Gilead’s antiviral portfolio have enabled strong early integration. In China and India, national screening drives, generic licensing agreements, and improving affordability frameworks are propelling accessibility to Epclusa. Despite regulatory and pricing challenges, regional collaborations and public-private partnerships continue to enhance reach. As governments intensify HCV elimination initiatives, Asia Pacific is poised to become a major growth driver for Epclusa, reflecting rising healthcare investments and expanding treatment infrastructure. 

Latin America Sofosbuvir + Velpatasvir (Epclusa) Market

Latin America represents a promising yet cost-sensitive market for Epclusa, led by Brazil, Mexico, and Argentina. Rising HCV awareness, government-backed treatment campaigns, and increasing access to diagnostic and antiviral therapies are driving steady adoption. However, economic disparities, limited reimbursement structures, and procurement delays pose ongoing challenges. Gilead’s strategic focus on tiered pricing, public health partnerships, and generic collaborations aims to bridge affordability gaps and expand patient coverage. As regional health ministries prioritize viral hepatitis elimination, Latin America is expected to register consistent growth, positioning Epclusa as a cornerstone therapy in the evolving DAA treatment landscape.

Middle East and Africa Sofosbuvir + Velpatasvir (Epclusa) Market

The Middle East and Africa (MEA) region presents an emerging opportunity for Epclusa, fueled by healthcare modernization in Saudi Arabia, the UAE, and South Africa. National hepatitis programs, improved screening initiatives, and regional collaborations are expanding treatment reach. While affordability and diagnostic infrastructure remain barriers in several African markets, targeted access programs and partnerships with NGOs and health ministries are improving availability. The Gulf Cooperation Council (GCC) countries are expected to lead early adoption, supported by strong government investment in antiviral therapies. Over time, broader access and health policy alignment are set to transform MEA into a growing frontier for HCV elimination, reinforcing Epclusa’s presence in the global antiviral landscape.

The Shifting Market for Sofosbuvir + Velpatasvir (Epclusa)

Analyst Perspective 

The Sofosbuvir + Velpatasvir (Epclusa) market is entering a critical phase of evolution as Gilead Sciences continues to strengthen its leadership in pan-genotypic hepatitis C antiviral therapies, addressing diverse patient populations across all genotypes and disease stages. Since its approval, Epclusa has emerged as a benchmark therapy offering simplified, highly effective oral treatment for chronic HCV infection, including patients with compensated cirrhosis and HCV/HIV coinfection. Its proven efficacy, excellent safety profile, and convenient once-daily regimen have reinforced clinical confidence among hepatologists and infectious disease specialists, redefining treatment outcomes and accessibility worldwide. As generic competitors and next-generation DAAs gain ground, pricing pressures and tender-driven competition-particularly in Europe, Asia Pacific, and Latin America-are expected to reshape market dynamics. 

Epclusa’s enduring strength lies in its broad pan-genotypic coverage, high sustained virologic response (SVR) rates, and established inclusion in national elimination programs, positioning Gilead favorably for long-term sustainability. Its role as both a public health enabler and a commercial success underscores the therapy’s dual impact on viral eradication and market leadership. 

To sustain momentum, Gilead is intensifying focus on access expansion, partnerships with public health agencies, and real-world data generation to demonstrate continued value across diverse healthcare systems. The company’s proactive licensing initiatives in low- and middle-income countries, alongside patient affordability programs and regional collaborations, are enhancing equitable access and treatment coverage. Strategic investment in next-generation antiviral research, market diversification, and value-based contracting models will be pivotal in reinforcing Epclusa’s leadership within the evolving hepatitis C treatment landscape, securing its place as a cornerstone therapy in the global effort toward HCV elimination.

Sofosbuvir + Velpatasvir (Epclusa) Market Transition Analysis

Case Study (Recent Engagement): Keytruda Patent-Cliff & Price- Erosion Impact Model 

PROJECT OBJECTIVE 

To evaluate the potential revenue, price, and patient access implications of Keytruda’s 2028 patent cliff, incorporating biosimilar entry dynamics, country-specific adoption curves, and Merck’s lifecycle defense strategies (remarkably the subcutaneous formulation). The goal was to provide the client with a transparent, scenario-based model to anticipate outcomes and inform strategy 

GVR SOLUTION 

  • Built a bottom-up commodity-flow and analogue-based model, anchored on Merck’s $29.5B Keytruda sales in 2024.

  • Integrated jurisdictional LOE timelines (EU mid-2028, U.S. 2028-2029 pending litigation outcomes).

  • Modeled biosimilar adoption S-curves calibrated to oncology antibody analogues (EU faster via tenders, U.S. slower via contracting).

  • Applied price-erosion benchmarks (EU -15-30% Yr-1, deepening to -45-60% by Yr-3; U.S. -10-25% net decline over same horizon).

  • Layered lifecycle defenses (SC uptake assumptions of 25-40% of innovator units, combo refresh, contracting) to quantify buffers.

  • Delivered outputs as a dynamic Excel scenario tool and a management-ready PPT deck with revenue bridges, sensitivity tornadoes, and SC migration visuals. 

IMPACT FOR CLIENT

  • Enabled the client to quantify downside vs. defense-optimized revenue trajectories:Gave the client a clear view of which markets drive early erosion (EU) and where strategic contracting or SC migration can preserve share (U.S.).

    • Base case: 30-40% global revenue decline by Year-3 post-LOE.

    • Downside: 45-55% decline in tender-heavy markets.

    • Defense-optimized: Contained erosion to ~-20-25% with strong SC adoption.

  • Equipped decision-makers with a playbook of watch-points (tender concentration, litigation outcomes, SC IP coverage, combo pipeline) to guide commercial strategy.

  • Provided a transparent methodology that could be presented to boards/investors with evidence-backed assumptions 

WHY THIS MATTERS

  • Keytruda is the world’s best-selling cancer drug, representing nearly one-third of Merck’s revenue.

  • Patent expiry will reshape both Merck’s earnings profile and global oncology access dynamics.

  • Payers and governments stand to benefit from biosimilar entry through lower costs, but manufacturers need to manage cliff risk while capturing upside from lifecycle innovations.

  • Understanding how quickly revenues erode and how patient access expands post-biosimilar is critical for:

    • Biopharma companies (strategic planning, pipeline prioritization).

    • Investors (valuing Merck’s cash flows beyond 2028).

    • Payers and policymakers (budgeting for oncology drug spend).

A robust patent cliff model helps clients navigate the dual challenge of price erosion and patient expansion, ensuring strategies are grounded in real-world benchmarks.

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