Amusement Arcades (U.S.) — NAICS 713120

An investor's primer for both public-market and private investors. Reported figures carry citations; forward-looking statements are flagged as judgments.

1. Overview

An amusement arcade is a venue whose core product is pay-to-play games — video games, redemption games that dispense tickets for prizes, claw machines, motion simulators, pinball. In the U.S. today the standalone coin-op arcade of the 1980s has largely been absorbed into a bigger format: the FEC (family entertainment center) and the adult "eatertainment" box, where a wall of games sits alongside food, a bar, bowling, laser tag, karaoke, karting, or ropes courses [1]. The U.S. Census Bureau counts the dedicated-arcade slice of this world at about $6.5 billion in annual receipts across roughly 3,200 firms [2].

Why it matters to an investor: this is a pure discretionary-spending, out-of-home entertainment business. It rides the consumer's willingness to pay for an experience, it earns attractive game-level margins, and it sits inside the broader "experiences over things" shift in how people spend. It is also cyclical, capital-hungry, and fights a permanent structural war against the console and the phone in every customer's home.

Ways in:

• Public-market investors have only one meaningful U.S.-listed near-pure play — Dave & Buster's — plus a handful of foreign-listed operators and game makers, and adjacent location-based-entertainment names. Most listed companies mix arcade revenue with dining, bowling, or other attractions, so NAICS 713120 is an operating-business category, not a clean public-stock sector.
• Private investors get the truer exposure, because the industry is overwhelmingly private: independent FECs and barcades, franchises, private-equity-backed chains, the equipment suppliers, and the real estate the venues occupy.

Details of both routes are in Sections 4 and 10.

2. What it is and how it's structured

NAICS (North American Industry Classification System) code 713120, Amusement Arcades, covers establishments primarily engaged in operating amusement arcades and parlors — video-game arcades, pinball halls, redemption-game centers, and family fun centers built around coin- or card-operated games, excluding gambling, billiards, and pool [3]. The activity sits inside industry group 7131 (Amusement Parks and Arcades) and sector 71 (Arts, Entertainment, and Recreation).

What it explicitly excludes (and where those activities are counted instead):

• Amusement and theme parks — NAICS 713110 (an arcade inside a theme park is counted with the park).
• Casinos — 713210 — and other gambling (bingo halls, card rooms, slot-machine parlors) — 713290.
• Bowling centers — 713950; golf, mini-golf, fitness, laser-tag-only, go-kart, escape rooms, and other recreation — 713910 / 713940 / 713990.
• Coin-op amusement "route" operators who own machines and place them in bars, laundromats, hotels, and truck stops they don't operate — NAICS 713990 (All Other Amusement and Recreation Industries), along with billiard and pool parlors [3].
• Arcade-machine manufacturing and equipment distribution — outside 713120 entirely.
• Food-first concepts — a pizza-and-games restaurant whose primary activity is food service can be classified under restaurants (NAICS 722) rather than here.

That last point matters and is covered again in Section 3, because it is why the federal receipts figure understates the true "arcade economy."

Ownership mix. The industry is a barbell. At one end, a few national chains — Dave & Buster's (which also owns Main Event), Chuck E. Cheese, and the fast-expanding U.S. arm of Japan's Round One — run large, capital-intensive boxes. At the other end sit several thousand small, owner-operated independents: neighborhood FECs, retro barcades, boardwalk and mall arcades, and mom-and-pop game rooms. Franchising is common in the FEC world (Chuck E. Cheese, trampoline-park brands), while the big eatertainment boxes are mostly company-owned. The federal data does not publish a public-versus-private ownership split; the fragmented picture is an inference from the concentration data and the industry's operating structure [2].

3. How big it is (federal figures, and the undercount)

From our ground-truth federal data:

The Herfindahl-Hirschman Index (HHI, a standard market-concentration score) for the industry was suppressed in the federal data, so we do not report one [2].

A few things the numbers tell you. Average payroll per worker is about $24,500 — low, because the workforce is heavily part-time, hourly, and youth-skewed (game attendants, party hosts, cooks). Average receipts per firm are roughly $2.0 million, but that average is meaningless on its own: the top four firms take 43% of all revenue and the top fifty take only 55%, meaning the remaining ~3,100-plus firms — the long tail of independents — split the other 45% [2]. This is a classic few-giants-plus-a-huge-tail structure.

The undercount — read this before quoting the $6.5 billion. Federal business statistics classify each establishment by its primary activity, so a great deal of real-world arcade spending lands in other codes and is missing from the $6.5 billion:

• Food-primary concepts (a games-and-pizza restaurant) can be counted under restaurants (NAICS 722), not here.
• Arcade machines embedded in other venues — movie theaters, bowling alleys, bars, hotels, airports, truck stops, grocery-store claw machines — generate arcade revenue booked to those venues' industries.
• Route/vending operators who place machines in locations they don't run are in NAICS 713990.
• Nonemployer businesses. County Business Patterns counts only employer establishments with paid staff; the smallest self-employed and family-run operators with no payroll are tracked separately in Census Nonemployer Statistics and are not in the $6.5 billion or the 3,630 figure [1][5].

Note too that the receipts/firms figures (Economic Census 2022) and the establishment/employment/payroll figures (County Business Patterns 2023) come from different surveys and reference years; they describe the same industry but should not be arithmetically combined.

Because of the undercount, private market-research estimates of the broader family/indoor entertainment center category run higher and are drawn differently — one puts the U.S. FEC market near $5.2 billion in 2024, counting roughly 1,450 active centers serving about 5 million visitors a month [6], while a single chain, Dave & Buster's, did about $2.1 billion in fiscal 2025 revenue by itself [8]. Treat the Census $6.5 billion as the honest count of dedicated arcade establishments; total consumer spend on arcade-style play is larger.

4. The investable universe

There is essentially one meaningful U.S.-listed near-pure play. Everything else is foreign-listed, adjacent, or private. Tickers and figures below support the how-to-invest discussion in Section 10, not an endorsement.

Public companies

ADR = American depositary receipt, a U.S.-traded proxy for a foreign share. None of these companies is a pure-play U.S. amusement-arcade business; each also reflects dining, bowling, real estate, international operations, or console/mobile games.

Major private and closely held operators

• Chuck E. Cheese (CEC Entertainment, LLC): owner, operator, and franchisor of Chuck E. Cheese and Peter Piper Pizza; kids' pizza-and-games FECs with arcade play, memberships, and birthday parties at the center of the model. The company reports more than 675 venues across 47 U.S. states and 17 countries (company-owned plus franchised/international) [13]. It is privately held: Monarch Alternative Capital has owned it since its 2020 bankruptcy exit, and Blackstone made a $150M investment in 2024 [14]. There is no publicly traded ownership vehicle today — diligence should verify the ownership chain, debt, and company-owned-versus-franchised mix.
• Main Event: a private brand inside PLAY — a bowling-plus-games FEC bought by Dave & Buster's for $835 million in 2022; 64 venues [9].
• Regional and independent operators: regional FEC chains (Andretti Indoor Karting & Games, Scene75, Cinergy), franchised trampoline-and-games brands (Urban Air, Sky Zone), and barcade operators (Barcade, Emporium, Ground Kontrol). This long tail is a substantial but poorly measured part of the market, owned by families, local entrepreneurs, franchisees, or small investment groups.
• The equipment supply chain: the game manufacturers that stock every floor — Raw Thrills, ICE (Innovative Concepts in Entertainment), Bay Tek, LAI Games, Andamiro, plus Bandai Namco and Sega — are mostly private or units of larger firms [16].

Bottom line for public investors: the listed universe is thin. Direct U.S. exposure means PLAY; broader arcade exposure means a foreign listing or an adjacent leisure name.

5. How the money works

Arcade operators make money in a razor/razor-blade way: get people in the door cheaply, then monetize game credits, food, drinks, and events at high margins.

Game revenue is the engine, and its margins are extraordinary. Games are activated by credits loaded onto RFID (radio-frequency identification) "Power Cards," app wallets, or tokens. Once a machine is bought, the marginal cost of one more play is close to zero, so gross margins on game revenue are very high — Dave & Buster's reported an entertainment gross margin of 91.9% in fiscal 2025, with entertainment making up 62.9% of revenue and food and beverage the other ~37%. Those are company-specific figures, not industry averages, but they illustrate the model [7]. Alcohol, where served, is especially profitable.

The key unit metrics are earnings per game and per square foot. Operators track how much cash each machine and each square foot of floor pulls per week (game turns per machine-hour, machine uptime, revenue per occupied square foot). Fresh, well-chosen games earn more; stale floors decay — which is why constant game refresh is a permanent cost of doing business.

Redemption is run like a controlled-payout game. In redemption arcades, players win tickets (now usually electronic) and trade them for prizes at a prize counter. The prizes are the main variable cost, so operators manage a payout ratio — the share of play recycled back as merchandise value — much as a casino manages its hold, but with plush toys and gadgets instead of cash. Plush and prize inventory is largely imported, tying this cost line to tariffs and shipping.

Events and parties are the high-margin, weekday-filling layer. Birthday parties, corporate outings, and group events are bookable, prepaid, and profitable, and they smooth the traffic troughs between weekends and school breaks.

Cost structure. The big lines are occupancy (rent on large mall-anchor or big-box space), labor (low-wage but headcount-heavy), game capital spending and refresh, prize cost of goods, utilities, repairs, insurance, and card-processing fees. Build-out is capital-intensive: a large Dave & Buster's or Main Event box costs millions to open, a small independent FEC or barcade far less. Chains live and die by AUV (average unit volume) and the cash-on-cash return of a new location.

The public-company health signal is comparable-store sales ("comps") — sales growth at locations open at least a year, which strips out the effect of new openings. When comps go negative — as they did at Dave & Buster's in fiscal 2025, down 5.0% — it signals softening underlying demand [8]. Because the cost base is heavily fixed, comps swings hit profit hard in both directions; operating leverage cuts both ways. The right lens for any single venue is its own cash flow after maintenance and growth capital, not headline industry receipts.

Seasonality. Business peaks on weekends, school holidays, and summer, and — being indoors — in bad weather. The school calendar and the weather are real revenue variables.

6. What drives demand

• Discretionary income and consumer confidence. Arcades are an affordable-luxury outing; spend rises and falls with how flush and confident households feel, and a pullback shows up fast in comps.
• The experiential-spending shift. Consumers, especially younger ones, keep reallocating dollars from goods to out-of-home experiences — a structural tailwind for social, physical, can't-do-it-at-home play.
• Demographics and a widening customer base. Kids 5–12 anchor the Chuck E. Cheese end (the chain says its venues host more than 500,000 children's birthdays a year) [13]; teens and young adults drive the mid-market; and adults now count too, thanks to barcades and "eatertainment," which broadened arcades well beyond a children's business.
• Novelty and refresh. New licensed titles, motion simulators, VR (virtual reality), exclusive content, and better prizes pull repeat visits; a stale floor loses traffic. Loyalty programs, passes, and memberships lift frequency.
• Retail real estate. Landlords facing store vacancies court FECs as experiential anchors, often on favorable terms — cheaper, better-located space is itself a demand enabler.
• Weather, tourism, and events. Rainy days, cold months, tourist districts, birthdays, and team outings all feed the till.

The counterweight to all of this is the permanent competition for attention and dollars from home consoles, mobile games, and streaming — the structural headwind that has shadowed arcades since the 1980s, and one Dave & Buster's itself names alongside local venues as a competitive threat [7]. Arcades survive by selling what a phone cannot: prizes you can hold, machines too big for a living room, and a night out with other people.

7. Regulation

There is no single federal regulator; oversight is mostly a state-and-local patchwork, and the central legal question is always the same — where an amusement game stops and illegal gambling begins.

• The gambling boundary. Redemption games must generally be games of skill, or pay only non-cash prizes, to stay on the right side of anti-gambling law. States cap prize value, forbid cash or cash-equivalent redemption, and bar machines that imitate slot reels or casino games. Florida's amusement-game statute (Chapter 546.10) and Georgia's Coin-Operated Amusement Machine (COAM) regime — which splits machines into Class A (pure amusement) and Class B (skill games that can award limited merchandise or lottery tickets, never cash) — are representative of how tightly this line is drawn [17][18]. Legal review is essential before changing game formats or prize rules.
• Machine licensing and per-machine fees. Many states and cities require permits, stickers, or annual fees on each coin-operated machine, and some levy a local amusement tax on game play.
• Amusement-device safety. FECs that add rides, go-karts, trampolines, laser tag, or ropes courses fall under state amusement-ride safety-inspection rules and carry real injury-liability and insurance exposure.
• Alcohol licensing. Venues that serve drinks (eatertainment boxes, barcades) need liquor licenses and must manage age controls with minors on the premises.
• Federal overlays. The ADA (Americans with Disabilities Act) requires public accommodations to provide accessible facilities and services, especially in new construction and alterations [19]. COPPA (Children's Online Privacy Protection Act) applies to child-directed websites, apps, and loyalty systems that collect personal data from children under 13, requiring parental notice and consent — increasingly relevant as cashless cards and loyalty apps spread [20].
• Labor and consumer rules. Minimum-wage and youth-employment law bear directly on a low-wage, teen-heavy workforce; prize-disclosure and data-privacy rules also apply.

None of this is unusually heavy by industry standards, but the gambling-reclassification risk is genuine and varies state by state, so multi-state operators run a compliance patchwork. For investors, permitting and compliance are local diligence items, not boilerplate.

8. Competitive dynamics and consolidation

The competitive map is the barbell again: a few national chains at scale versus thousands of independents, with private capital busily rolling up the middle.

• Scale versus locality. National operators have advantages in purchasing, game sourcing, loyalty technology, marketing, data, and standardized operations. Local operators can win on location, community reputation, specialized game selection, and lower overhead. The top four firms hold 43.0% of receipts and the top fifty 55.1% — meaningful scale at the top, but plenty of room for independents and small chains [2].
• Consolidation is active. Dave & Buster's bought Main Event for $835 million in 2022 [9]. Bowlero rebranded as Lucky Strike Entertainment and has been acquiring bowling centers, FECs, and even water parks [10]. Private equity is all over the space — Blackstone put $150 million into Chuck E. Cheese in 2024, and Monarch Alternative Capital has owned that chain since its 2020 bankruptcy exit [14].
• Adjacent formats compete for the same night out. Trampoline parks, bowling, competitive mini-golf (Puttshack, Topgolf), immersive attractions, VR, and axe-throwing all chase the same location-based-entertainment dollar, and many now bolt an arcade onto their own floor.
• Franchising versus company-owned. Chuck E. Cheese and the trampoline brands franchise; Dave & Buster's and Main Event stay company-owned; independents are owner-operated. Each model trades growth speed against control.
• The supply chain is its own competitive layer. Operators depend on a steady pipeline of new games from Raw Thrills, ICE, Bay Tek, LAI Games, Andamiro, Bandai Namco, and Sega; a hit title — a driving game, a big redemption piece — can move a whole floor's earnings [16].
• Landlords are, unusually, allies. With traditional retail shrinking, mall and power-center owners increasingly want FECs as anchors and will deal on rent — a structural advantage for well-capitalized expanders. But local real estate and neighborhood demand limit the value of a purely national roll-up: a great venue is still largely a local business.

9. Risks

• Cyclicality. This is discretionary spend; a consumer pullback hits quickly, as Dave & Buster's negative comps and fiscal-2025 net loss show [8].
• The home-and-mobile headwind. Consoles, phones, and streaming permanently compete for the entertainment budget and for attention.
• Operating and financial leverage. High fixed costs plus, at some operators, heavy lease obligations and debt magnify downturns. Dave & Buster's equity value has fallen to a market capitalization near $0.36 billion against ~$2.1 billion of revenue — a reminder that a leveraged leisure operator's stock can fall far faster than its sales [8][21].
• Capital obsolescence. Games, payment systems, and attractions must be refreshed constantly; skip it and traffic decays.
• Lease and real-estate exposure. Rent increases, weak mall traffic, or unfavorable renewals can destroy unit economics, though the landlord-as-ally dynamic partly offsets this.
• Input and tariff costs. Machines and prize/plush inventory are largely imported, so tariffs and shipping feed straight into capex and redemption cost of goods.
• Labor. Minimum-wage increases and hiring availability pressure a labor-heavy model.
• Regulatory reclassification. A state redrawing the skill-versus-gambling line, or tightening prize caps, can impair the redemption model locally.
• Safety and liability. Rides, trampolines, alcohol, food service, and minors on premises drive insurance costs and litigation risk — the trampoline-park boom-and-shakeout is a cautionary tale.
• Cybersecurity and stored-value risk. Card systems, mobile apps, and loyalty programs create data and payment exposure.
• Shock risk. The 2020 shutdowns, which pushed Chuck E. Cheese's parent into bankruptcy, showed how fast an out-of-home model can be zeroed by a forced closure [14].

Dave & Buster's own 10-K names technology change, consumer behavior, leases, debt, cybersecurity, commodity and tariff costs, game procurement, licensing, and regulatory compliance as material risks [7].

10. How to invest, and the outlook

Public-market routes. Direct U.S. exposure means essentially one stock — Dave & Buster's (Nasdaq: PLAY), a small-cap, no-dividend, leveraged turnaround with high operating leverage: if comps recover, the equity is geared to move; if they don't, it is geared the other way [8][21]. Broader location-based-entertainment exposure means Lucky Strike Entertainment (NYSE: LUCK), arcades inside a bowling-led portfolio [10]. Going abroad, Round One Corporation (Tokyo: 4680) is a fast-growing U.S. mall operator, and Bandai Namco (Tokyo: 7832 / ADR BNDCY), Sega Sammy (6460), and Konami (9766) offer the machine-maker-and-operator angle, though arcade is a minority of each. There is no pure arcade ETF (exchange-traded fund); index exposure comes only diluted, inside consumer-discretionary and leisure funds. Experiential-retail REITs (real estate investment trusts) that lease to FECs are an indirect way to touch the theme.

Private-market routes — where most of the industry actually is. Options range from building or buying an independent FEC or barcade (a classic SBA-financeable small business, given the $9-million size standard) [4], to franchising an established brand (Urban Air, Sky Zone, Chuck E. Cheese, Andretti), to investing alongside the private-equity and growth-equity firms consolidating the space, to providing private credit for equipment and expansion, to owning the real estate and leasing it to operators, to backing route operators and the game manufacturers that supply the floors. The underwriting should focus on venue-level cash flow, not headline industry receipts: does the site generate repeat local traffic, are game and party revenue diversified, can pricing offset labor and rent inflation, and is maintenance and growth capital affordable without excessive leverage?

Outlook (our judgment, not a reported fact). The long-run tailwind is intact: experiential spending keeps growing, landlords increasingly want these anchors, and the adult "eatertainment" format has permanently widened the customer base beyond kids. Against that, the near-term picture in 2025–26 is soft — value-conscious consumers, negative comps at the bellwether, a crowded field of location-based-entertainment competitors, and tariff pressure on machine and prize costs. We expect the economics to keep rewarding operators who refresh their games, drive high-margin food, drink, and event attach rates, use loyalty data, and hold the line on rent and labor; scale players should keep consolidating while the long tail of independents stays fragmented. The category is hard to value as a single homogeneous industry precisely because of that tail, its local demand, and mixed-format reporting. For public investors specifically, Dave & Buster's is best understood as a leveraged bet on the U.S. consumer's appetite for a night out — high risk, high sensitivity, and, for now, the only real ticket in town.

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Sources

1. U.S. Census Bureau, County Business Patterns: 2023 (NAICS 713120: establishments, employment, annual and first-quarter payroll). https://www.census.gov/data/datasets/2023/econ/cbp/2023-cbp.html
2. U.S. Census Bureau, 2022 Economic Census — Concentration of Largest Firms (NAICS 713120: receipts, firms, CR4/CR8/CR20/CR50; HHI suppressed). https://data.census.gov/table/ECNSIZE2022.EC2200SIZECONCEN?codeset=naics~713120&y=2022
3. U.S. Census Bureau, 2022 NAICS Definition: 713120 Amusement Arcades (definition, inclusions, exclusions). https://www.census.gov/naics/?details=713120&input=713120&year=2022
4. U.S. Small Business Administration, Table of Size Standards (NAICS 713120 = $9.0M average annual receipts), effective 2023. https://www.sba.gov/document/support-table-size-standards
5. U.S. Census Bureau, Nonemployer Statistics (businesses with no paid employees; excluded from CBP). https://www.census.gov/econ/overview/mu0500.html
6. Allied Market Research, U.S. Family/Indoor Entertainment Centers Market, 2024–2034 (2024 market ~$5.25B; ~1,450 centers; ~5M monthly visitors), 2025. https://www.alliedmarketresearch.com/u-s-family-indoor-entertainment-centers-market-A110128
7. Dave & Buster's Entertainment, Inc., Form 10-K for fiscal year ended February 3, 2026 (SEC) — 243 venues (179 Dave & Buster's + 64 Main Event); entertainment 62.9% of revenue at 91.9% gross margin; Power Card model; risk factors. https://www.sec.gov/Archives/edgar/data/1525769/000152576926000008/play-20260203.htm
8. Dave & Buster's Entertainment, Inc., "Reports Fourth Quarter and Fiscal Year End 2025 Financial Results" (FY2025 revenue ~$2.1B; comparable sales −5.0%; net loss $48.7M; adjusted EBITDA $436.6M), GlobeNewswire, March 31, 2026. https://www.globenewswire.com/news-release/2026/03/31/3266004/22805/en/Dave-Buster-s-Reports-Fourth-Quarter-and-Fiscal-Year-End-2025-Financial-Results.html
9. "Main Event to Be Acquired by Dave & Buster's for $835 Million," PRNewswire, 2022. https://www.prnewswire.com/news-releases/main-event-to-be-acquired-by-dave--busters-for-835-million-301518769.html
10. Lucky Strike Entertainment Corporation (formerly Bowlero), Form 10-K for fiscal year ended June 29, 2025 (SEC) — Bowlero rebrand; 359 U.S. locations. https://www.sec.gov/Archives/edgar/data/1840572/000184057225000012/bowl-20250629.htm
11. Round One Corporation, "Corporate Overview" (Tokyo Stock Exchange Prime, ticker 4680; U.S. subsidiary). https://www.round1-group.co.jp/en/information/outline/
12. Round1 USA, "Company Profile" and "Locations" (50-plus U.S. bowling-and-arcade venues). https://www.round1usa.com/profile
13. CEC Entertainment (Chuck E. Cheese), Investor Relations (more than 675 venues across 47 U.S. states and 17 countries; 500,000+ children's birthdays annually). https://www.chuckecheese.com/investor-relations/
14. Wikipedia, "Chuck E. Cheese," and market.us, Family Entertainment Centers Market (Monarch Alternative Capital ownership from 2020 bankruptcy exit; Blackstone $150M investment, 2024). https://en.wikipedia.org/wiki/Chuck_E._Cheese; https://market.us/report/family-entertainment-centers-market/
15. Wikipedia, "Bandai Namco Holdings" (arcade machine maker; exited U.S. arcade operation, 2021). https://en.wikipedia.org/wiki/Bandai_Namco_Holdings
16. Arcade Heroes / EPARK, "Top Arcade Machine Manufacturers" (Raw Thrills, ICE, Bay Tek, LAI Games, Andamiro, Bandai Namco, Sega). https://www.eparko.com/blog/top-10-arcade-machine-manufacturers-in-the-usa
17. The Florida Senate, 2025 Florida Statutes 546.10 — Amusement games or machines (skill requirement; non-cash prize limits). https://www.flsenate.gov/Laws/Statutes/2025/546.10
18. Georgia Coin-Operated Amusement Machine (COAM) program, O.C.G.A. §50-27-70 et seq. (Class A vs. Class B machines; no cash redemption). https://law.justia.com/codes/georgia/title-50/chapter-27/article-3/part-1/section-50-27-70/
19. U.S. Access Board, Americans with Disabilities Act (ADA) Accessibility Standards. https://www.access-board.gov/ada/
20. U.S. Federal Trade Commission, Children's Online Privacy Protection Rule (COPPA). https://www.ftc.gov/legal-library/browse/rules/childrens-online-privacy-protection-rule-coppa
21. companiesmarketcap.com / Macrotrends, "Dave & Buster's Entertainment (PLAY) — market capitalization and share price" (~$0.36B market cap, July 2026). https://companiesmarketcap.com/dave-busters/marketcap/; https://www.macrotrends.net/stocks/charts/PLAY/dave-busters-entertainment/market-cap