The River Is Sold Out: Whitewater Rafting Outfitters and the Post-AI Economy

The Convening Economy · No. 1 · Recreation

This is the first issue of a weekly series on businesses that host or convene human beings — one very specific segment at a time. The premise is simple and, we think, increasingly urgent: as AI absorbs more of the cognitive work that defined the last century of white-collar employment, the businesses that physically bring people together are going to matter more, not less. We start with whitewater rafting outfitters because they are an unusually clean specimen: a product that is entirely an experience, delivered by a human whose job no model can perform, on a resource that cannot be scaled, priced against a customer who has every alternative in the world.

The thesis

Whitewater rafting in the United States is a roughly half-billion-dollar-a-year direct-revenue business hiding inside a $1.3-trillion outdoor recreation economy.¹⁰ Its volume has not grown in a quarter century. Colorado — the best-measured market in the country — carried 506,296 commercial user days in 1998 and 496,999 in 2024.¹ America Outdoors' national sample of 48 river sections peaked at 1.59 million visits in 2010 and logged 1.36 million in 2024.⁴ West Virginia's New and Gauley, once the sport's Eastern cathedral, have lost 57% of their customers since 1995.⁶

And yet the segment is, by the measures that matter to an owner or an investor, in better shape than it has ever been. Value added in water-based guided tours nearly doubled between 2019 and 2024.¹⁰ Colorado's direct spend per user day rose 23.5% over the same window.¹ Booking-platform data for the 2026 season show passenger volume down 2% and average price up 24%.¹⁵ Private equity has started to roll up operators.³¹ Aramark bought the largest outfitter in West Virginia.³¹ The Grand Canyon's sixteen concession contracts — capped at 115,500 commercial user days a year since 2006 — are among the most valuable pieces of paper in American recreation.^8,9

The segment in numbers

Start with what can actually be counted. There is no national census of rafting outfitters — they are buried in NAICS 713990, "All Other Amusement and Recreation," alongside ax-throwing bars and escape rooms.¹⁰ What exists instead is a patchwork of unusually good agency and association data, because nearly every commercial river in America is rationed by someone.

• Colorado is the largest and best-documented market: 496,999 commercial user days in 2024 producing $81.8 million in direct spending and $209 million in economic impact, across 206 licensed river outfitters. The Arkansas River alone is 42.6% of the state, run by 56 permitted contractors (45 of them boating outfitters, down from 86 rafting companies in 1989).^1,3 Preliminary 2025 volume was 469,549 — the fourth straight annual decline.²
• Tennessee and the Southeast are the volume engine: the Ocoee (160,556 visitors in 2024, 24 permitted outfitters) and the Pigeon (176,982 paid rafters in 2024, up from 21,154 in 1995) together out-raft every Western state but Colorado.^4,34 The Pigeon is the story of the last thirty years in one river: Class III, an hour from Gatlinburg, family-priced, and now the most-rafted river in the country. Demand, America Outdoors has said plainly, is "stronger on Class II and III rivers than on Class IV and V."⁵
• West Virginia is the cautionary tale: 256,890 commercial rafters in 1995, 110,854 in 2024; 37 licensed outfitters in 1993, six or seven today, two of which (Adventures on the Gorge and ACE) carry 63% of the business.⁶
• The Grand Canyon is the scarcity case: ~22,000 commercial passengers a year, roughly $46 million in gross receipts, sixteen contracts, and 19,141 lottery applications in 2024 for roughly 500 private launches.^7,9
• Nationally, the Bureau of Economic Analysis puts outdoor recreation at $696.7 billion of value added (2.4% of GDP) and 5.2 million jobs, with "water guided tours and outfitted travel" at $16.9 billion — up from $8.7 billion in 2019.¹⁰ Rafting participation in the Outdoor Foundation survey rose from 3.4 million Americans in 2018 to 4.05 million in 2023, the fastest growth in a decade; overall outdoor participation hit a record 181 million.^11,12

The Colorado series is the single most important chart in this piece, and it is worth sitting with. Over 28 seasons the trend line is flat. The variance is not. The 2002 drought took 41% of the state's volume in one year; 2012 took 18%; 2020 took 21%; 2021 added 45% back and set a record that has not been approached since.¹ Every one of those swings was exogenous — snowpack, a pandemic, a recession — and every one of them hit an industry whose costs are mostly fixed once the season is staffed. That is the core operating problem of the business, and it is the lens through which every other number should be read.

The second chart is the one that should reframe how you think about the segment. Between 2019 and 2024, commercial passenger counts fell on nearly every major river in the country — Colorado down 8%, the Grand Canyon down 16%, West Virginia down 19%.^1,7,6 Over the same five years, value added in water-based guided tours rose 94%.¹⁰ Colorado's revenue per user day rose 23.5%.¹ The Arkansas River outfitters' own economist found that a 10% price increase cuts demand by 12–25% — the product is price-elastic — and the industry raised prices anyway, three years running, because costs left it no choice.^13,1 It worked. Fewer people paid more. Whether that is durable is the question that decides whether rafting is a good business or merely a surviving one.

What an outfitter actually earns

Nobody in this industry publishes audited financials, so we built a bottom-up model of a mid-sized day-trip operation — 15,000 guests, a ~100-day season on a Class III–IV western or Appalachian river — with every line tied to a cited price, wage, fee or premium. The details are in the repository; the shape is what matters.

A half-day trip on the Arkansas lists at $112–$142; a full day at $165–$239; the Ocoee starts at $37; OARS charges $149–$169 for a half-day on the South Fork American; the Grand Canyon runs $3,700–$9,400 for five to eighteen days.¹⁶ Call it $125 of net ticket per guest on a day-trip river, plus photos (35% attach at ~$35), plus a little gear and food — roughly $2.2 million of revenue for our 15,000 guests.^16,35

Against that: guides are paid $50–$135 per trip, or $15 an hour where a federal permit triggers the contractor minimum wage (a rule Colorado outfitters fought to the 10th Circuit and lost in 2024). A first-year guide grosses $3,000–$8,000 a season before tips.¹⁷ Add drivers, photographers, reservations, a manager and payroll tax and labor lands near 42% of revenue. Insurance is 3–4% and rising — more than 90% of outfitters saw flat-or-higher premiums last year, Class IV–V operators pay 40–80% more than Class III, and Oregon's river outfitters testified that their insurer pool had "dwindled to two providers."¹⁸ Land-agency fees take 3% of gross on Forest Service and BLM rivers, 5.25% on the Arkansas, 10% on the Ocoee, and a sliding 3–22% in the Grand Canyon.^19,3 Booking software takes ~6% (usually passed to the guest); online travel agencies take 20–35% of every booking they deliver, and they now deliver 37% of all experiences bookings, up from 24% in 2019.³⁰

What's left is a 20–30% EBITDA margin in a normal year — genuinely good for a seasonal service business — that evaporates fast when the water doesn't come. A 10% volume miss takes a third of EBITDA. Day-trip outfitters change hands at 2.0–2.8× seller's discretionary earnings; operators holding scarce multi-day permits fetch 3.5–4.5×.³² The multiple is the tell: the market prices the permit, not the rafts.

Three forces that shape the business: water, paper, and liability

Water. 2026 is the year to watch. Colorado recorded its lowest snowpack on record and hottest March; the Arkansas was running 350 cfs at the end of May against a typical 3,000; Clear Creek hit a record-low 58 cfs and roughly fourteen of its outfitters ended their seasons early, with one still running in August.^14,2 The Arkansas' Voluntary Flow Management Program — the 1990 agreement that releases stored water from July 1 to August 15 to hold ~700 cfs for boating — will likely release nothing this year for only the second time in its history.² Dam-release rivers (the Ocoee, Gauley, Nantahala, Pigeon, Grand Canyon) are insulated; free-flowing rivers swing with the snow. Climate projections push Colorado's runoff from June into May, which is to say away from summer vacation. Hurricane Helene destroyed the Pigeon's put-in in September 2024 and kept the Nolichucky's outfitters closed for all of 2025; a dozen operators across the region have not reopened.³⁴ None of this is cyclical. It is the operating environment.

Paper. Every commercial river in America is permitted, and most are capped. The Forest Service administers more than 13,000 outfitter-guide permits with a backlog of over 5,000 applications awaiting environmental review; permits terminate automatically when a business is sold and cannot be pledged as collateral.¹⁹ The Grand Canyon's cap, the Arkansas' boats-per-day limits by section, the Middle Fork Salmon's seven launches a day, Maine's 120-passenger allocations, the Ocoee's 4,000-customer cap days — this is a rationed industry, which is why the WV outfitter count fell from 37 to 7 and the Arkansas from 86 to 45 without the rivers getting any emptier.^19,3,6 The EXPLORE Act, signed January 2025, is the first real reform in a generation: temporary two-year permits convertible to ten-year terms, 60-day acknowledgment deadlines, use reviews based on "125% of the highest year over five," and full credit for use surrendered to fire, smoke or low water.²⁰ BLM began issuing compliant permits in February 2026. Operators who understand the new rules will add capacity; those who don't will keep renting the same allocation.

Liability. Guided rafting is remarkably safe — roughly one fatality per 250,000–400,000 guided visits, a fifth the rate of private boating, and a quarter to a third of those are cardiac events in middle-aged guests.²¹ But the waiver regime that makes the business insurable is under pressure: Oregon's Supreme Court effectively nullified recreational waivers in 2014 and reform has failed three times since; Colorado's Supreme Court narrowed them in 2024; Idaho went the other way and strengthened them in 2023.¹⁸ Insurance is the line item most likely to take a mid-sized operator from profitable to marginal, and it is the one most outside the operator's control.

The convening lens: what a raft actually sells

Here is where we depart from how this segment is usually analyzed. The industry talks about "adventure tourism." Its customers do not. When the Forest Service asked Chattooga rafters why they came, the top answers were "a fun, enjoyable way to spend the day" (33%) and "to interact with family and friends" (30%). Adrenaline was 9%.²² Outfitted rafting groups in Montana average 5.6 people, 37% of them immediate family; the Durango outfitter's phrasing was "the vast majority of our clients are families."^22,1 Half of all rafters in a given year are first-timers, and word of mouth brings 37–62% of customers depending on the river.^23,22

What is being sold is not a rapid. It is three hours in which six people who chose each other are placed in a small boat, handed a shared problem that is real but bounded, and led through it by a stranger they decide — quickly, and correctly — to trust. The Kern River study found that guests' trust in their guide was predicted by the guide's perceived ability and integrity, and that trust in turn predicted whether guests believed the risk had been managed.²² The guide is not a service worker. The guide is the product.

That matters because the thing the raft delivers — co-presence, shared mild danger, a story the group will tell for a decade — is precisely the thing the country is running short of. Americans spent 35 minutes a day socializing in 2024, down from 43 in 2014; in-person socializing has fallen more than 20% since 2003 and more than 35% among people under 25.²⁹ One in five adults reports loneliness on a given day; among 18-to-29-year-olds it is nearly one in three.²⁹ The Surgeon General has compared disconnection to smoking. The demand for things that put people in a boat together is structural, not a fashion.

Where AI lands — and where it can't

Now the central argument. Every serious attempt to measure which jobs AI can do converges on the same answer, and it is not ambiguous.

In Anthropic's observed-exposure dataset — built from how people actually use Claude, weighted by how feasible each task is — computer programmers score 0.745, customer service representatives 0.701, data entry keyers 0.671, travel agents 0.405. Recreation workers, coaches, fitness instructors, lifeguards and bartenders score 0.0. Thirty percent of American workers have zero coverage; the list of examples Anthropic offers is cooks, mechanics, lifeguards, bartenders, dishwashers.²⁴ Microsoft's parallel study of Bing Copilot usage finds the same shape — roofers 0.01, dredge operators 0.00 — with one honest nuance: it scores "tour and travel guides" at 0.32, because a guide also explains things, and explaining is something models do.²⁵ Hold that thought; it is where the operating strategy lives.

The displacement is no longer hypothetical. Stanford's analysis of ADP payroll data found employment for 22-to-25-year-olds in the most AI-exposed occupations down 13–16% relative to peers since late 2022; Anthropic's own data show a 14% drop in the rate at which young workers find jobs in exposed occupations; Challenger counted 54,836 announced layoffs attributed to AI in 2025, three times the prior two years combined; the Fed's governors have said on the record that AI is "freezing hiring for some entry-level jobs."^26,24,27 BLS now projects office and administrative support employment to decline over 2024–34 and names automation as the reason — while projecting fitness trainers +12%, tour guides +7% or better, and coaches +6%, against +3.1% for all jobs.²⁸

You can already see it in the payrolls. Arts, entertainment and recreation employment grew 24.6% between 2014 and 2024, roughly twice the pace of the economy.²⁸ Live attendance is at or near records across the board — 159 million Live Nation fans, 71 million baseball tickets, 332 million national park visits, 61.5 million skier visits, 52 million camping households.^10,11 People are not retreating from each other. They are retreating from the screen, and paying to do it.

So where does AI actually land in a rafting company? Everywhere except the boat — and that is a great deal of the P&L. Look back at the waterfall: booking software, card fees, OTA commissions and marketing are 13% of revenue. The gap between a direct booking (~6% all-in) and a Viator booking (20–35%) is 15–25 points of gross margin on the marginal guest.³⁰ The industry's stated top priority is growing direct bookings; only 22% of operators say they are doing it well.³⁰ That is an AI problem in the precise, boring sense: an agent that answers the 11 p.m. "is the river too high for my 8-year-old?" message, prices the Saturday 2 p.m. slot against flow forecasts and remaining seats, fills the cancellation, follows up for the Google review, and schedules guides against a shrinking booking window is worth more to a $2 million outfitter than a new fleet. The "disappearing pre-booker" — booking windows collapsing from weeks to days to hours — is the single most-cited operational complaint in 2025–26 booking data; it is also the condition under which software that reprices and reallocates in real time earns its keep.¹⁵

What AI does not do is read a hole at 3,000 cfs, flip a boat back over, talk a terrified 12-year-old into paddling, or carry the liability. Nor should it narrate the canyon — the Microsoft nuance cuts the other way here: the fact that a model can recite the geology is exactly why the human who tells you about it, while reading the water, becomes more valuable, not less. The entire point of the product is that a person did it with you. The outfitters who win the next decade will be the ones who professionalize the office ruthlessly so they can pay the guide properly.

Capital: who's buying, who's funding

The ownership map is shifting, quietly. Pursuit (the former Viad) paid $26.5 million for Glacier Raft Company in 2022 and called it a "high-margin complement" to lodging. Aramark Destinations bought Adventures on the Gorge in June 2024. Station Partners, a lower-middle-market PE firm, recapitalized River Riders in 2022, added Wilderness Voyageurs in 2024 and Hawksnest in March 2026, renamed the platform Bound for Adventure, and hired a COO for multi-state expansion. Noah's Ark on the Arkansas sold to an investment group in 2020. NOC took outside equity in 2012.³¹ The model is the one West Virginia pioneered out of necessity as volume fell — "taking less people down the river, employing more people and making more money" — by wrapping the raft in cabins, zip lines, food and a second night. At NOC rafting went from half the business to a fifth by design.^31,35

The logic is sound and it has a ceiling: permits cannot be manufactured, and they do not transfer cleanly. A roll-up buys a customer base, a brand and an operating team; the permit it needs comes from an agency that may or may not reissue it. That is a moat for the independent operator who already holds one — if they professionalize enough to be worth more than a multiple of their own exhaustion.

On public money, the picture is clarifying and a little bleak for operators. We queried the OpenGrants database for for-profit-eligible outdoor recreation and tourism grants: roughly 200 matches, 82 of them under $50,000, most of them lodging-tax-funded marketing co-ops. The large programs — the Outdoor Recreation Legacy Partnership at $300,000–$15 million, BLM's Recreation and Visitor Services at up to $2 million, the Land and Water Conservation Fund's $900 million a year — flow to public agencies and nonprofits for access: boat ramps, put-ins, river parks.³³ After Helene, the SBA approved more than $350 million in North Carolina disaster loans and the WNC Strong fund lent $59.6 million to 852 businesses, but Tennessee's $4 million in industry-retention grants went to three manufacturers, not a single outfitter.³⁴ The practical conclusion: operators should stop applying as operators and start organizing as partners — the local government or river nonprofit applies for the put-in, the outfitters supply the match, the use data and the political weight. The river is public infrastructure. Fund it like infrastructure.

The operator playbook

1. Price like a scarce good, because you are one. The data say demand is elastic and the industry raised prices anyway and grew revenue. Do it deliberately: dynamic pricing by day-of-week, flow forecast and remaining capacity is already in the booking platforms; the vendors claim 5–15% revenue uplift and the 2026 season is validating it.^15,30
2. Make the office an agent. Target direct-booking share explicitly. Every point moved from OTA to direct is 15–25 points of gross margin on that guest. AI guest messaging, review follow-up, waiver and check-in automation, and guide scheduling are commodities now; the outfitter that hasn't deployed them is subsidizing Viator.
3. Pay the guide; fix the housing. The constraint on capacity in 2022 was not rafts, it was people — outfitters hired 82% of needed staff and cut trips.¹⁷ The guide is the product. Wages, tenure and housing are product investments. Budget them that way.
4. Diversify the season, not the identity. Lodging, food, a second activity and a shoulder-season product turn a 100-day business into a 200-day one and are what acquirers pay for. But the raft is why anyone comes.
5. Learn the EXPLORE Act. Temporary permits, 125%-of-best-year reviews and credit for weather-surrendered use are new levers for capacity. Most operators have not read the statute. Read it.²⁰
6. Own your water politics. The Voluntary Flow Management Program exists because Arkansas outfitters organized in 1990. Low-water pilots, release agreements and put-in funding are won by coalitions with data. Be the operator who brings the data.
7. Insure like a professional. Join the association programs (America Outdoors' new CBIZ program claims 10% savings), document training to the statutory standard, and make your safety record a sales and underwriting asset.¹⁸

The allocator view

For anyone deploying capital into this segment — or into the convening economy more broadly — the rafting case offers a clean test. You are not buying growth; volume has been flat for 25 years and we think it stays flat. You are buying (a) a permit that cannot be replicated, (b) a community and a word-of-mouth engine that make customer acquisition cheap, (c) pricing power in a product people are demonstrably willing to pay more for, and (d) a labor force that AI cannot touch, attached to a back office that AI can transform. What you are underwriting against is water, insurance and the consumer cycle — and the honest counterargument to everything above is that recreation is income-elastic, that 2009 was brutal for outfitters, and that if AI displaces white-collar income faster than it creates leisure, the convening economy gets hit on the demand side before it is rewarded on the supply side. We take that seriously. We also note that the businesses with the permit, the community and the pricing power were the ones still standing in 2010, and we expect the same selection to operate this decade.

The larger bet — the one this series exists to make — is that as cognitive output becomes abundant and cheap, the scarce goods become places and people that gather us. A river permit is a crude early form of that scarcity. The trust a guide earns in the first five minutes is a subtler one. We think both get more valuable from here.

Next week: independent ski areas.

Methodology & sources

Figures are drawn from primary sources wherever one exists: state and federal agency river-use reports, association use reports, BEA satellite-account tables, BLS series, court records and company filings. Where we built estimates (the illustrative P&L), every assumption is tied to a cited figure and the workbook is public in the Modern Zen repository. Vendor "market size" reports for rafting disagree with each other by an order of magnitude and are excluded. Charts are generated from a committed data.json; the full research fact sheets (about 160 cited facts) are in the repository alongside this post.

1. Colorado River Outfitters Association, 2024 Commercial River Use Report (1988–2024), rev. Aug 2025 — www.croa.org/wp-content/uploads/2025/08/2024-Commercial-Rafting-Use-Re…
2. Colorado Sun, "Arkansas River rafting low flows," May 22, 2026 (2025 statewide preliminary user days) — coloradosun.com/2026/05/22/arkansas-river-rafting-low-flows/
3. Colorado Parks & Wildlife, Arkansas Headwaters Recreation Area 2024 Annual Report — spl.cde.state.co.us/artemis/nrserials/nr1411internet/nr14112024interne…
4. America Outdoors Association, 2024 Commercial River Use Report — www.americaoutdoors.org/wp-content/uploads/2026/04/America-Outdoors-As…
5. America Outdoors Association, "Rafting Use Trends: 2018 Update" — www.americaoutdoors.org/rafting-use-trends-2018-update/
6. West Virginia DNR Whitewater Commission, annual commercial whitewater reports (1994–2024) — whitewater.wvdnr.gov/Home/CommercialReports
7. National Park Service, Grand Canyon 2024 Backcountry and River Use Statistics — www.nps.gov/grca/planyourvisit/upload/2024_Backcountry_and_River_Use_S…
8. National Park Service, Colorado River Management Plan Record of Decision (2006) — www.nps.gov/grca/learn/management/upload/CRMP_ROD_2006.pdf
9. National Park Service, "Selection of Sixteen Commercial Companies for Colorado River Trips" (2023) — www.nps.gov/grca/learn/news/selection-of-sixteen-commercial-companies-…
10. Bureau of Economic Analysis, Outdoor Recreation Economic Statistics, U.S. and States, 2024 (released Mar 5, 2026) and national tables — www.bea.gov/news/2026/outdoor-recreation-economic-statistics-us-and-st…
11. Outdoor Industry Association, 2025 Outdoor Participation Trends Report — material-civet.files.svdcdn.com/production/images/documents/2025-OIA_P…
12. SFIA Topline Participation Reports 2022–2024 (rafting participants, ages 6+) — www.usta.com/es/content/dam/usta/sections/intermountain/districts/colo…
13. Arkansas River Collaborative / Pacey Economics, 2025 Arkansas River Economic Value Analysis — arccwater.org/2026/04/01/2025-arkansas-river-economic-value-analysis/
14. Colorado Public Radio, "Low water rafting impact, Arkansas River," Aug 11, 2026 — www.cpr.org/2026/08/11/low-water-rafting-impact-arkansas-river/
15. Zebulon, 2026 Scout Report (booking-platform data, weeks 1–16) and 2025 Mid-Season Report — zebulonllc.com/2026/04/23/2026-scout-report/
16. Outfitter price pages (2025/2026): Noah's Ark, Echo Canyon, Raft Masters, ACE, Adventures on the Gorge, NOC, Ocoee Rafting, OARS, Whitewater Excitement, Dave Hansen, Sun Country, Hatch, AZRA, Western River — www.oars.com/
17. Courthouse News, "Colorado river guides and business owners navigate an economy as unrelenting as the Arkansas River" (2022); KKTV, 10th Circuit ruling on federal-contractor minimum wage (May 2024) — www.kktv.com/2024/05/16/colorado-rafting-company-loses-court-battle-ov…
18. America Outdoors Association, "Introducing a powerful new member benefit" (insurance; 2026); Oregon Outfitter & Guide Association testimony (2025); Statesman Journal (Jan 2026) — www.americaoutdoors.org/news/introducing-a-powerful-new-member-benefit…
19. Congressional Research Service, R46380 "Recreation on Federal Lands: Outfitter and Guide Permits" (2022) and R46381 (2020) — www.congress.gov/crs-product/R46380
20. EXPLORE Act, P.L. 118-234 (Jan 4, 2025), Title III; BLM Interim Guidance (May 2026); America Outdoors implementation letter (Jan 2026) — www.congress.gov/118/plaws/publ234/PLAW-118publ234.pdf
21. American Whitewater, commercial vs. private fatality analyses; Wilderness & Environmental Medicine, WV New/Gauley injury study (2013) and AHRA fatality study (2014) — www.americanwhitewater.org/article/1615/
22. USFS Southern Research Station, Chattooga River commercial rafting customer study (2004); van Riper et al., Journal of Outdoor Recreation and Tourism (2016), Kern River guide trust study — research.fs.usda.gov/download/treesearch/22273.pdf
23. Outdoor Foundation, 2019 Special Report on Paddlesports & Safety (rafter profile) — americancanoe.org/wp-content/uploads/documents/sei-educational_resourc…
24. Anthropic, "Labor market impacts of AI: a new measure and early evidence" (2026) and Economic Index job_exposure.csv — www.anthropic.com/research/labor-market-impacts
25. Microsoft Research, "Working with AI: Measuring the Occupational Implications of Generative AI" (2025) — arxiv.org/abs/2507.07935
26. Brynjolfsson, Chandar & Chen, "Canaries in the Coal Mine?" Stanford Digital Economy Lab (Aug/Nov 2025) — digitaleconomy.stanford.edu/app/uploads/2025/12/CanariesintheCoalMine_…
27. Challenger, Gray & Christmas, Job Cuts Report, December 2025 — www.challengergray.com/wp-content/uploads/2026/01/Challenger-Report-De…
28. BLS Employment Projections 2024–34 (Aug 28, 2025); Occupational Outlook Handbook (tour guides, recreation workers, fitness trainers); FRED CES7071000001 & PAYEMS — www.bls.gov/news.release/ecopro.nr0.htm
29. BLS American Time Use Survey, 2024 results (June 2025); Gallup daily loneliness series (2024–2025); HHS Surgeon General advisory on social connection (2023) — www.bls.gov/news.release/archives/atus_06262025.htm
30. Arival, "OTAs capture one-third of experiences bookings" (2025) and PhocusWire (2026); OTA Playbook commission guides (2026); Arival reservation-system pricing guide (2025) — arival.travel/article/otas-capture-one-third-experiences-bookings/
31. Station Partners portfolio (River Riders); River Riders press release on Wilderness Voyageurs merger (2024); WOAY on Aramark–Adventures on the Gorge (2024); Viad Corp 8-K on Glacier Raft Company (2022) — stationpartners.com/portfolio/river-riders/
32. ExitValue.ai, "How to value a rafting tour business" (2026); BizBuySell Insight multiples; listed outfitter sales (Crestone Business Group 2021, BizBen 2025) — exitvalue.ai/blog/how-to-value-rafting-tour
33. OpenGrants database query, Aug 19, 2026 (for-profit-eligible outdoor recreation/tourism grants); NPS Outdoor Recreation Legacy Partnership notice; BLM FY26 Recreation and Visitor Services notice — www.grants.gov/search-results-detail/362715
34. Paddling Magazine, "Rafting outfitters rebuilding after Hurricane Helene" (2025); WVLT (Oct 2025); NCDOT (May 2025); SBA Helene disaster loan data (Apr 2025); Mountain BizWorks WNC Strong impact report (2026) — paddlingmag.com/paddling-business/rafting-outfitters-rebuilding-after-…
35. Modern Zen illustrative outfitter P&L (assumptions and sources in research/02-unit-economics.md, this repository) — github.com/modernzen/mzweb/tree/main/content/insights/whitewater-rafti…