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Amusement Parks Market Size & Share 2026-2035

Report ID: GMI7546
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Published Date: October 2026
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Amusement Parks Market Size

The amusement parks market was valued at USD 80.5 billion in 2025, reached USD 86.1 billion in 2026, and is expected to grow at a 5.7% CAGR (2026–2035) to reach USD 142.1 billion by 2035.

Amusement Parks Market Key Takeaways

2025 Market Size
$ 80.5 Billion
2026 Market Size
$ 86.1 Billion
2035 Forecast Market Size
$ 142.1 Billion
CAGR (2026–2035)
5.7%
Regional Dominance
Largest Market
North America
Fastest Growing Region
Middle East & Africa
Key Players
  • Market Leader: Walt Disney Company led with over 38.5% market share in 2025.

  • Leading Players: Top 5 players in this market include Comcast Corporation, Six Flags Entertainment Corporation, Merlin Entertainments, United Parks & Resorts, Walt Disney Company, Walt Disney Company, which collectively held a market share of 61.4% in 2025.

The amusement parks market is moving from a predominantly attendance-led model toward a higher-yield visitor-economy model. Operators are using destination positioning, tiered access, food and beverage programming, lodging, and branded retail to capture a larger share of a visitor's leisure budget while reducing dependence on a single admission transaction. This shift also makes attraction refresh cycles, service quality, and operating discipline more consequential to revenue resilience.

GMI Analyst View

Based on our engagement with park operators and attendance tracking across major global park portfolios, GMI estimates that the amusement parks market served approximately 1.47 billion visitors in 2025. We view that installed visitor base as a meaningful indicator of the sector's ability to monetize repeat visitation, tourism flows, and differentiated on-site spending rather than relying solely on one-time destination travel.

Amusement Parks Market Trends, Growth Drivers & GMI Forecast Outlook

The market outlook is supported by tourism recovery, experiential consumption, and investment in branded destination formats. Growth is expected to be uneven: mature markets must extract more value from established visitor bases, while Asia Pacific and Middle East & Africa are adding capacity, new consumer cohorts, and destination infrastructure.

Key Drivers

Driver Evidence signal Market-demand implication GMI forecast condition
Post-pandemic leisure travel rebound International tourist arrivals reached 1.52 billion in 2025, a 4% year-on-year increase over 2024 [1] Elevated global travel volumes directly feed destination and gateway park attendance, sustaining demand across all admission tiers and price points Continued tourism growth at 3–5% annually through 2027 underpins the forecast's front-loaded demand profile and supports the 5.7% CAGR base case
IP-franchise and immersive-technology investment AR/VR and immersive dark ride attractions forecast to expand at 8.2% CAGR through 2035, the fastest among all ride-type categories Higher per-guest technology spend on premium immersive experiences raises revenue per visitor independent of raw attendance volume growth Sustained operator capital deployment into technology-led attractions maintains per-capita revenue momentum and supports pricing power through the forecast period
Government-led tourism infrastructure and entertainment development National entertainment programs in the Middle East and Asia are operationalizing scaled regulatory frameworks, including Saudi Arabia's General Entertainment Authority licensing structure and China's tourism-zone approval standards, to facilitate accelerated park development in previously underserved markets Public-sector investment and regulatory facilitation reduce market-entry barriers for international operators and accelerate supply-side delivery timelines in high-growth geographies Policy-driven supply additions in MEA and South Asia sustain demand momentum by widening the addressable visitor pool through the mid-forecast period

*Evidence note: Historic and current signals inform GMI’s proprietary forecast assumptions.*

Tourism recovery matters most to parks with destination appeal, where airline connectivity, hotel availability, and cross-border trip planning determine the addressable catchment. The return of international travel gives operators a larger pool of visitors who are more likely to buy premium access, lodging, food and beverage, and branded merchandise during a multi-day stay.

Franchise-led attractions alter the economics of capital deployment because a recognized story world brings an established audience before the attraction opens. Universal Epic Universe opened in Orlando in May 2025 with five immersive worlds and more than 50 experiences, illustrating how content ownership and destination-scale investment can strengthen the rationale for a longer visit [5]. Digital overlays and media-rich ride systems can also allow content to be renewed without rebuilding the entire physical attraction.

Government-backed entertainment development is broadening the supply map in markets where organized out-of-home leisure has historically been limited. Licensing frameworks, tourism districts, and integrated infrastructure can shorten development timelines, but their commercial success still depends on sustained visitor demand, operational capability, and a credible mix of local and international brands.

Key Restraints

Restraint Evidence signal Market-demand implication GMI forecast condition
Seasonal demand volatility and weather dependency Americas-region international tourist arrivals grew just 1% in 2025, the weakest performance of any major global region, partly attributable to geopolitical headwinds and weather events including Hurricane Melissa affecting Caribbean destinations in Q4 2025 Outdoor attraction categories face acute revenue compression during weather disruptions; season-extension infrastructure is capital-intensive and limits risk mitigation to larger operator cohorts Seasonal demand variability adds approximately 100–200 basis points of forecast variance for outdoor-heavy park operators in weather-exposed geographies through the forecast period
Moderation in mature-market attendance growth Combined attendance of the top 25 theme parks globally grew just 2.4% in 2024 to nearly 246 million, with leading parks in the United States, Japan, and Western Europe reporting flat to modest attendance changes [2] Mature markets are approaching structural visitor ceilings, shifting operator strategy from volume growth toward yield optimization, raising execution complexity and compressing recovery timelines for ride capital expenditures Developed-market contribution to global attendance growth decelerates through 2028, placing greater forecast weight on emerging-market demand and requiring operators to offset volume constraints through per-visit spending uplift
Persistent labor constraints and high operational cost structure Front-line staffing in amusement parks relies on seasonal workers under employment frameworks including the EU's Posted Workers Directive and U.S. J-1 and H-2B visa programs, which impose structured turnaround costs and jurisdictional variation in minimum wage floors Labor-cost escalation compresses operating margins and limits reinvestment capacity for mid-tier regional operators without resort-scale revenue diversification; ASTM F24 and EN 13814 safety compliance additionally requires ongoing training investment for ride operators Margin pressure from staffing costs moderates the pace of attraction refresh at parks outside the tier-one cohort, concentrating forecast upside among operators with sufficient scale to absorb cost inflation

*Evidence note: Historic and current signals inform GMI’s proprietary forecast assumptions.*

Weather exposure remains a material operating risk because fixed costs persist even when outdoor visitation is disrupted. Indoor attractions, covered queues, hotel inventory, and all-season programming can mitigate this exposure, but the required investment favors larger platforms with broader revenue streams and stronger balance sheets.[3]

Mature markets face a different constraint: visitation is established, but incremental demand is costly to acquire. Leading operators are therefore relying more heavily on premium access, special events, resort stays, and food and beverage differentiation to improve yield without creating unmanageable crowd density.

Labor pressure is particularly consequential in a safety-sensitive business. Seasonal hiring, recurring training, and jurisdiction-specific compliance requirements can delay operating readiness and restrict capital available for ride upgrades, especially for regional operators that cannot spread operating overhead across a resort portfolio.

GMI Analyst View

We see the central forecast issue as revenue quality rather than attendance alone. Parks with durable brands, diversified visitor spending, and disciplined capacity management should be better positioned to absorb weather, labor, and consumer-confidence volatility than operators dependent on seasonal gate transactions.

Amusement Parks Market Segment Analysis

By Park Type

Theme parks generated USD 38.5 billion in 2025 and are projected to reach USD 70.8 billion by 2035. The amusement parks market continues to rely on theme parks as its principal destination format because recognizable intellectual property, layered storytelling, and resort adjacencies support premium admission and ancillary spending. The strongest operators use new lands and refreshes to create repeat-visit reasons without eroding the coherence of the guest experience.

Global Amusement Parks Market Size, by Park Type, 2025 & 2035 (USD Billion)
Global Amusement Parks Market Size, by Park Type, 2025 & 2035 (USD Billion)

Water parks are projected to reach USD 23.4 billion by 2035 and are expected to grow at a 6.1% CAGR (2026–2035). Indoor, resort-integrated, and hybrid water-park formats are improving the category's resilience by extending operating seasons and linking guest spending to lodging, dining, and retail. Outdoor properties remain important day-trip venues, but their economics are more sensitive to climate, peak-season execution, and local weather disruptions.

Adventure parks generated USD 6.4 billion in 2025 and are projected to reach USD 12.1 billion by 2035. Adventure formats benefit from demand for active, social, and screen-resistant leisure experiences. Their relatively modular infrastructure can make them a practical entry format in locations where the capital intensity of a full-scale theme park cannot be justified.

Family entertainment centers held a 10.1% revenue share in 2025 and are projected to reach USD 13.5 billion by 2035. FECs compete on accessibility and frequency rather than destination scale. Urban and suburban proximity, short visit duration, and flexible programming make the format suited to repeat family occasions, particularly where large parks require substantial travel time.

Zoo parks generated USD 4.8 billion in 2025 and are projected to reach USD 7.8 billion by 2035. The commercial relevance of zoo parks increasingly depends on whether they can frame visitation around conservation, education, and immersive habitat design. This positioning can broaden appeal across families, schools, and adult leisure visitors while differentiating the offer from conventional entertainment venues.

Safari and wildlife parks are projected to reach USD 7.1 billion by 2035 and are expected to grow at a 5.7% CAGR (2026–2035). Authenticity is central to the wildlife-park proposition. Operators that combine visitor access with credible conservation programs, trained interpretation, and animal-welfare standards are better placed to attract high-value tourism and repeat local visitation.

Amusement arcades generated USD 5.8 billion in 2025 and are expected to grow at a 2.0% CAGR (2026–2035). Arcades face structural pressure from gaming alternatives available at home and on mobile devices. Their more defensible formats emphasize social competition, physical simulation, redemption experiences, and group entertainment that cannot be replicated through individual digital play.

By Ride Type

Mechanical and thrill rides generated USD 30.6 billion in 2025 and are expected to grow at a 4.6% CAGR (2026–2035). Mechanical rides remain core attendance drivers, particularly for destination theme parks, but their refresh cycle is capital intensive. Operators must balance the marketing impact of headline coasters against long lead times, engineering requirements, and the need to maintain broader guest-flow capacity.

Water rides and slides are projected to reach USD 32.0 billion by 2035 and are expected to grow at a 6.1% CAGR (2026–2035). Water-based attractions can serve multiple park formats and provide a practical response to hot-climate demand. Their role is expanding beyond dedicated water parks as resorts and traditional theme parks use them to lengthen dwell time and distribute visitors across the site.

AR/VR and immersive dark rides generated USD 12.1 billion in 2025 and are projected to hold a 19.0% share by 2035. Immersive dark rides can improve attraction economics by combining physical infrastructure with media that can be updated more frequently than fixed ride hardware. The format is especially valuable for operators seeking to refresh narrative content, deploy franchise worlds, and sustain premium positioning within constrained footprints.

Other rides, including go-karts, bumper cars, kiddie rides, and live shows, are projected to hold a 23.9% share by 2035 and are expected to grow at a 5.2% CAGR (2026–2035). This category provides important flexibility in the guest mix. Live entertainment, family rides, and interactive experiences can serve visitors who do not prioritize extreme thrills, helping parks manage capacity while widening appeal across age groups and visit occasions.

By Revenue Source

Tickets and admissions generated USD 34.6 billion in 2025 and are expected to grow at a 4.7% CAGR (2026–2035). Admissions remain the commercial entry point, but leading operators are reshaping price architecture through annual passes, premium access, dynamic packaging, and differentiated visit tiers. These tools improve revenue management while encouraging repeat visitation and reducing dependence on a single gate-price proposition.

Global Amusement Parks Market Share, by Revenue Source, 2025
Global Amusement Parks Market Share, by Revenue Source, 2025

Food and beverage revenue is projected to reach USD 38.4 billion by 2035 and is expected to grow at a 6.7% CAGR (2026–2035). Food and beverage has become an experience-design lever rather than a purely functional concession. Themed dining, locally relevant menus, and event-led offerings can extend dwell time and create additional reasons for guests to spend after entry.

Merchandise and retail held a 15.0% revenue share in 2025 and are expected to grow at a 6.5% CAGR (2026–2035). Retail performs best where product is tied to a park-exclusive memory, character, or attraction. Franchise-linked assortments give operators a way to extend guest engagement beyond the visit while protecting scarcity and premium pricing.

Hotels and resorts are projected to reach USD 17.1 billion by 2035 and are expected to grow at a 7.8% CAGR (2026–2035). Accommodation changes the economic structure of the park visit by converting a day excursion into a multi-day stay. Resort guests have more opportunities to purchase food, merchandise, upgrades, and additional admission, making lodging a strategic priority for destination operators.

Other revenue sources generated USD 5.6 billion in 2025 and are expected to grow at a 2.9% CAGR (2026–2035). Sponsorships, licensing, corporate packages, and event rentals diversify income but can be more exposed to business-cycle conditions and shifts in corporate travel or event budgets. Their value lies in monetizing existing assets during periods of lower public attendance.

By Visitor Age Group

The up-to-18-years group generated USD 20.1 billion in 2025 and is expected to grow at a 4.7% CAGR (2026–2035). Children remain a major trigger for family visitation, particularly when character awareness or franchise affinity converts household leisure planning into a park trip. Parks that serve this cohort effectively must also meet the comfort, safety, and convenience expectations of accompanying adults.

The 19–35-years group is projected to reach USD 53.5 billion by 2035 and is expected to grow at a 6.6% CAGR (2026–2035). Young adult demand is supporting immersive, social, and shareable formats, including premium events, branded environments, and evening programming. This group can also support higher ancillary spending when the visit is organized around peer groups rather than child-focused family logistics.

The 36–50-years group held a 25.0% revenue share in 2025 and is expected to grow at a 5.9% CAGR (2026–2035). This cohort is a central family-spending segment and often makes decisions on ticket tier, lodging, food, and premium-access purchases. Time-constrained visits make convenience, queue management, and all-weather amenities particularly important to value perception.

The 51–65-years group is projected to reach USD 14.8 billion by 2035 and is expected to grow at a 6.3% CAGR (2026–2035). This group supports both multigenerational travel and demand for cultural, heritage, wildlife, and lower-intensity entertainment. Accessibility, seating, wayfinding, and high-quality non-ride programming can widen participation and improve satisfaction.

The above-65-years group generated USD 4.1 billion in 2025 and is expected to grow at a 1.7% CAGR (2026–2035). Mobility, comfort, and competing travel choices shape demand among older visitors. Parks that provide accessible environments and meaningful non-thrill experiences can address these constraints more effectively than operators centered narrowly on high-intensity rides.

GMI Analyst View

We believe segment performance will increasingly reflect how well operators translate an attraction into a complete guest journey. Formats that combine adaptable content, hospitality, accessible design, and differentiated ancillary offers should have a stronger ability to protect yield than formats competing primarily on ride quantity.

Amusement Parks Market Regional Analysis

Global Amusement Parks Market Share, by Region, 2025 & 2035
Global Amusement Parks Market Share, by Region, 2025 & 2035

North America Amusement Parks Market Analysis

North America held a 40.0% revenue share in 2025 and is projected to reach USD 49.5 billion by 2035. The amusement parks market in North America is mature, highly branded, and concentrated around destination ecosystems that combine parks, hotels, retail, and entertainment districts. Future growth is likely to rely more on visitor yield, resort expansion, and event programming than on broad-based increases in local attendance.

United States

The United States generated USD 29.3 billion in 2025 and is expected to grow at a 4.0% CAGR (2026–2035). U.S. performance is anchored by major destination clusters and deeply developed regional-park networks. The competitive imperative is to sustain repeat visitation through attraction refreshes, premium access, seasonal events, and lodging that extends the guest relationship beyond a single operating day.

Canada

Canada is projected to reach USD 4.9 billion by 2035 and is expected to grow at a 5.2% CAGR (2026–2035). Canada's climate and population concentration create favorable conditions for indoor, hybrid, and resort-integrated formats. Operators can differentiate through year-round accessibility and localized family entertainment rather than attempting to replicate the scale of U.S. destination resorts.

Europe Amusement Parks Market Analysis

Europe generated USD 14.5 billion in 2025 and is expected to grow at a 5.7% CAGR (2026–2035). Europe's amusement parks market benefits from dense population centers, established domestic visitation, and cross-border tourism. Strong safety and data-governance expectations raise operating complexity but can reinforce guest confidence and support premium positioning among well-managed properties.

United Kingdom

The United Kingdom generated USD 2.6 billion in 2025 and is expected to grow at a 5.5% CAGR (2026–2035). The U.K. market combines large domestic leisure demand with high visitor flows into London and other tourism hubs. Multi-format operators are well positioned where they can serve both destination visitors and frequent local guests through a mix of outdoor parks and indoor branded attractions.

Germany

Germany is projected to reach USD 3.8 billion by 2035 and is expected to grow at a 4.9% CAGR (2026–2035). Germany's park market is supported by strong regional loyalty and a mature network of established attractions. Growth depends on maintaining resort appeal, adding reasons to extend overnight stays, and refreshing the guest experience without overextending capacity in a penetrated market.

France

France generated USD 2.4 billion in 2025 and is expected to grow at a 5.9% CAGR (2026–2035). France benefits from a broad European visitor catchment and rail-linked access to major destination parks. Brand-led expansions can improve the country's ability to capture multi-national tourism demand while encouraging longer stays and higher ancillary spend.

Asia Pacific Amusement Parks Market Analysis

Asia Pacific is projected to reach USD 55.0 billion by 2035 and is expected to grow at a 7.2% CAGR (2026–2035). The amusement parks market in Asia Pacific is being reshaped by domestic tourism, rising urban leisure expenditure, and the deployment of global and local intellectual property. Scale, demographic diversity, and a developing resort pipeline give the region an expanding role in global operator strategy.

China

China generated USD 13.2 billion in 2025 and is expected to grow at a 7.7% CAGR (2026–2035). China's market combines nationally scaled domestic operators with international destination brands competing for premium urban demand. The strategic challenge is to align large-format development with consumer confidence, local travel patterns, and a continually refreshed pipeline of branded experiences.

India

India is projected to reach USD 9.9 billion by 2035 and is expected to grow at a 9.4% CAGR (2026–2035). India's opportunity is tied to its expanding urban middle class and comparatively early-stage organized entertainment infrastructure. Regional operators have an advantage where they can match price points, accessibility, and local entertainment preferences while building trusted operating brands.

Japan

Japan is projected to reach USD 6.3 billion by 2035 and is expected to grow at a 4.9% CAGR (2026–2035). Japan has a sophisticated and highly penetrated park market, with growth increasingly linked to inbound tourism and high per-guest spending. Operational excellence, seasonal events, and content refreshes are central to maintaining appeal among both domestic and international visitors.

South Korea

South Korea generated USD 2.2 billion in 2025 and is expected to grow at a 5.5% CAGR (2026–2035). South Korea's dense urban demand and entertainment-oriented consumer culture support branded, technology-enabled attractions. Connections between entertainment intellectual property, retail environments, and tourism can create differentiated park experiences for domestic guests and regional visitors.

Latin America Amusement Parks Market Analysis

Latin America generated USD 3.2 billion in 2025 and is expected to grow at a 5.1% CAGR (2026–2035). The amusement parks market in Latin America has a substantial urban consumer base, but investment decisions remain sensitive to macroeconomic volatility, construction costs, and consumer purchasing power. Operators that align pricing, capacity, and local entertainment preferences can build resilient regional propositions.

Brazil

Brazil generated USD 1.4 billion in 2025 and is expected to grow at a 5.4% CAGR (2026–2035). Brazil is the region's largest national opportunity, supported by large metropolitan catchments and destination tourism potential. Park development must navigate local operating costs and demand variability, making disciplined pricing and regional brand recognition important competitive tools.

Mexico

Mexico is projected to reach USD 1.6 billion by 2035 and is expected to grow at a 4.7% CAGR (2026–2035). Mexico combines tourism-linked demand with large domestic urban markets. Operators serving destination corridors and local visitors face distinct demand patterns, making portfolio diversification and accessible entertainment formats important to commercial resilience.

Middle East & Africa Amusement Parks Market Analysis

Middle East & Africa is projected to reach USD 6.7 billion by 2035 and is expected to grow at a 7.8% CAGR (2026–2035). The amusement parks market in Middle East & Africa is progressing from a limited supply base toward destination-scale entertainment development. Tourism investment, government-backed projects, and global brand partnerships are expanding the regional pipeline, although execution quality and visitor conversion remain decisive.

Saudi Arabia

Saudi Arabia generated USD 1.3 billion in 2025 and is expected to grow at an 8.2% CAGR (2026–2035). Saudi Arabia's entertainment buildout is creating new platforms for domestic leisure spending and inbound tourism. The commercial opportunity is amplified by integrated destination planning, but operators must prove that headline attractions can convert into durable, repeatable visitation and sustainable guest spending.

United Arab Emirates

The United Arab Emirates is projected to reach USD 2.3 billion by 2035 and is expected to grow at a 7.8% CAGR (2026–2035). The UAE's established tourism infrastructure and internationally oriented visitor mix support destination-park economics. Its advantage lies in combining air connectivity, hospitality capacity, and a portfolio of branded attractions that can serve diverse source markets.

South Africa

South Africa generated USD 300 million in 2025 and is expected to grow at a 9.1% CAGR (2026–2035). South Africa's growth reflects both a smaller commercial base and improving potential for organized entertainment. The market can provide an entry point for brands seeking African representation, provided operators align investment with local affordability, infrastructure, and tourism conditions.

GMI Analyst View

We expect regional performance to diverge sharply according to the depth of tourism infrastructure, capital availability, and local consumer readiness. In our view, the strongest growth platforms will be those that pair new capacity with credible resort ecosystems, accessible domestic demand, and operating models adapted to local conditions rather than imported unchanged from mature markets.

Amusement Parks Market Share & Competitive Landscape

The amusement parks market share structure is concentrated among a small group of vertically integrated, intellectual-property-rich operators, while hundreds of regional chains, independent venues, and government-affiliated attractions account for the remaining supply. The five leading companies collectively held approximately 61.4% of the market in 2025, underscoring the importance of brand ownership, capital access, distribution reach, and destination operating capabilities.

The Walt Disney Company held a 38.5% market share in 2025. Its competitive advantage rests on a deep proprietary content library, global resort platforms, and the ability to convert entertainment franchises into multi-category visitor spending across admissions, lodging, merchandise, and food and beverage.

Comcast Corporation, through Universal Destinations & Experiences, held a 13.0% market share in 2025. Universal's position is supported by its franchise-led attraction pipeline and its ability to build immersive environments that encourage longer stays, premium access purchases, and repeat visitation across resort portfolios.

Six Flags Entertainment Corporation held a 4.2% market share in 2025. Its regional-park platform emphasizes seasonal programming, annual-pass engagement, and selective headline investments, while international partnerships provide a route to participate in high-growth destination markets without replicating its domestic ownership model.

Merlin Entertainments maintains a differentiated multi-format portfolio spanning LEGOLAND parks, indoor attractions, themed experiences, and family destinations. This breadth reduces reliance on any one visitor format and gives the company flexibility to operate in city centers, resort markets, and regional leisure corridors.

United Parks & Resorts competes through marine-life, zoological, water-park, and thrill-ride propositions across key U.S. markets. Dynamic pricing, guest upgrades, and targeted attraction investment are important levers as the company seeks to maintain relevance in a competitive regional entertainment environment.

Regional operators including Fantawild Holdings, Chimelong Group, Parques Reunidos, Compagnie des Alpes, and Oriental Land Co., Ltd. demonstrate that localized operating knowledge and established domestic brands can remain powerful competitive advantages. Emerging operators such as Wonderla Holidays, Imagicaaworld Entertainment, Europa-Park, Efteling, and Herschend Family Entertainment are positioned around regional loyalty, format specialization, and selective resort development.

Recent Industry Developments

Six Flags Qiddiya City opened in Saudi Arabia on December 31, 2025, establishing a major international branded theme-park presence within the Qiddiya entertainment development [4].

Universal Epic Universe opened in Orlando in May 2025, expanding Universal's destination-resort offering through a portfolio of immersive franchise environments.

Walt Disney World announced additional development across multiple parks, including new themed areas and attraction concepts intended to extend the resort's long-term expansion pipeline [6].

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Authors:  Preeti Wadhwani, Aishvarya Ambekar

Frequently Asked Questions (FAQs):

The amusement parks market size was estimated at USD 80.5 billion in 2025 and is expected to reach USD 86.1 billion in 2026.
The market is projected to reach USD 142.1 billion by 2035, growing at a CAGR of 5.7% from 2026 to 2035.
North America currently holds the largest share of the amusement parks market in 2025.
Middle East & Africa is projected to be the fastest-growing region during the forecast period.
Some of the major players in amusement parks market include Comcast Corporation, Six Flags Entertainment Corporation, Merlin Entertainments, United Parks & Resorts, Walt Disney Company.

Research methodology, data sources & validation process

This report draws on a structured research process built around direct industry conversations, proprietary modelling, and rigorous cross-validation and not just desk research.

Our 6-step research process

  1. 1. Research design & analyst oversight

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Authors:  Preeti Wadhwani, Aishvarya Ambekar
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