Industry landscapes
Industry report

Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE THE UNITED STATES EDITION 2026

the United States’s
crowdfunding platforms industry,
in focus.

The companies, capital and talent shaping crowdfunding platforms in the United States. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Crowdfunding Platforms Industry Landscape of the United States
US
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Crowdfunding Platforms illustration
MEET THE COMPANIES

Explore the United States’s crowdfunding platforms leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Crowdfunding Platforms company highlights in the United States, snapshot 30 August 2026
Company
Ygrene Energy Fundygrene.com$970M275
Renew Financialrenewfinancial.com$872.76M356
Mosaicjoinmosaic.com$726.94M179
Patreonpatreon.com$412.1M283
Equitymultipleequitymultiple.com$354.7M57
Dividend Financedividendfinance.com$354.59M152
beatBreadbeatbread.com$258M43
Classy$183.5M
World\'s Finest Chocolateworldsfinestchocolate.com9 roles401
Givzeygivzey.com6 roles10
Donorboxdonorbox.org5 roles37
Blastathleticsblastathletics.com4 roles35
CrowdStreetcrowdstreet.com4 roles184
Fundraise Upfundraiseup.com4 roles122Financial figure available in RadarView in Radar
GoWithFundgowithfund.com4 roles
GoodUnitedgoodunited.io4 roles68
32auctions32auctions.com
Agriculture Capitalagriculturecapital.com342
BackerKitbackerkit.com47
Bandcampbandcamp.com196
Bloomerangbloomerang.co337
Buy Me A Coffeebuymeacoffee.com41
Changegetchange.io50Financial figure available in RadarView in Radar
FarmTogetherfarmtogether.com34
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only
THE KEY SIGNALS

Crowdfunding Platforms industry KPIs in the United States

A few useful ratios bring the size of this ecosystem into perspective.

30 August 2026
Hiring participation3.0%

40 of 1,316 tracked companies have open roles.

Funding participation22.7%

299 of 1,316 tracked companies have a recorded round.

Top 3 funding share41.5%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$1.73M

Midpoint of 364 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 41.5% of disclosed capital, while 77.3% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How the United States crowdfunding platforms has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

the United States crowdfunding platforms
$0$435.4M$870.79M$1.31B$1.74B2016: $1.53B20162017: $488.14M20172018: $145.47M20182019: $1.1B20192020: $178.23M20202021: $528.82M20212022: $816.28M20222023: $359.57M20232024: $196.06M20242025: $217.11M2025
View the numbers
Annual crowdfunding platforms funding and company formation in the United States
YearFunding (USD)FoundedRaising
2016$1.53B10536
2017$488.14M7735
2018$145.47M8133
2019$1.1B7033
2020$178.23M8725
2021$528.82M6935
2022$816.28M5031
2023$359.57M2926
2024$196.06M2417
2025$217.11M617
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Ygrene Energy Fund15.7%
  • Renew Financial14.1%
  • Mosaic11.7%
  • Other companies58.5%

Funding by stage

435 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel216 49.7%
Series A–B106 24.4%
Series C+ / PE25 5.7%
Grants, debt & other88 20.2%

Recent recorded rounds

Latest recorded rounds · USD
2 rounds

Swipe or scroll horizontally to browse.

Seed03/2026
MomoGood

Backed by Edison Partners and Vocap.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series F04/2021
Patreonpatreon.com$155M

Backed by Tiger Global Management and Woodline Partners and others.

Series D04/2021
Classy$118M

Backed by Salesforce Ventures and Hinge Capital and others.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
USD · millions · consolidated

Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.

FY2022 · company accounts; aggregate reporting threshold not met · 1 reporting entities from 1 eligible matches.

Revenue in covered accounts

Sum of reporting-entity revenue; not the United States market sales.

Net profit / loss

Combined result for the same cohort.

Aggregate net margin

Combined net income ÷ combined revenue.

Median company revenue

The middle covered reporting entity.

Profitable entities

None of 1 covered entities.

Top-five concentration

Share of covered revenue from the five largest entities.

Annual account trend

Reported cohort totals by year; coverage is stated for every period.

Bar height shows revenue. Changes in coverage can affect totals.

Profitability has two perspectives

FY2022 · 1 reporting entities

Open the company accounts

Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.

1 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
THE UNITED STATES · INDUSTRY COHORTS

How does crowdfunding platforms compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.

Coverage, calculations & financial sources

Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.

The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.

Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the the United States companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

37 of the 1,316 companies on this page carry a measured traffic record (2.8%); these are the largest of those, by monthly visits. The median among them is 203,795 visits.

CompanyMonthly visitsAuthorityMobile
Patreonpatreon.com217,476,5388158%
Bandcampbandcamp.com41,179,5147751.2%
Buy Me A Coffeebuymeacoffee.com6,578,7165547.3%
BackerKitbackerkit.com3,442,3954365.9%
GiveSmartgivesmart.com1,618,6304482.6%
Qgivqgiv.com1,509,0834176.7%
Enthuseenthuse.com1,332,2374389.5%
OneCauseonecause.com1,274,5695049.9%
Anedotanedot.com712,3773977.1%
Bloomerangbloomerang.co688,1634229.4%

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

79 of these companies (6%) publish at least one Android app — 618 apps in all, carrying 34.7M installs between them.

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Crowdfunding58633.7MPatreon 23.7M
Digital Publishing Platforms4824.7MThe Lost Signal: SCP 388.7K
Music Tech75.4MBandcamp 4.9M
Nonprofit Tech5443.8MCharity Miles: Walking & Runni 1M
Fitness & Wellness Tech21.1MCharity Footprints 33.9K
Religion Tech4832.4KGivelify Mobile Giving App 827K
Investment Tech15794KShah Rukh Khan Bollywood Movie 421.2K
Tech For Digital Publishers25434.4KBuy Me a Coffee 243.1K

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2023Q2: 72023Q2: 02023Q22023Q3: 212023Q3: 22023Q32023Q4: 242023Q4: 02023Q42024Q1: 152024Q1: 22024Q12024Q2: 322024Q2: 12024Q22024Q3: 742024Q3: 32024Q32024Q4: 402024Q4: 82024Q42025Q1: 282025Q1: 42025Q12025Q2: 302025Q2: 52025Q22025Q3: 862025Q3: 182025Q32025Q4: 562025Q4: 142025Q42026Q1: 242026Q1: 252026Q1

Darker bars are new releases, lighter bars apps updated. 610 of 618 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The the United States crowdfunding platforms market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Fintech982
Enterprise tech916
Consumer digital719
Enterprise software416
Marketplaces323
Saas283
Sharing economy196
Real estate financing tech114
Blockchain in financial services61
Socialfi46
Equity investments in artists31
Nbfc lenders30

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Fintech

The largest measured segment in this report snapshot.

982companies
3.7%have hiring activity

36 companies hiring · $6.09B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Subscription767
Commission on transaction636
Advertising493
Fee-for-service345
E-commerce - service313
Donations194
Sponsorship127
Freemium97
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Mergers & acquisitionsverticalraise.com ↗

Arbiter, backed by Accel-KKR, acquired Vertical Raise...

Funding roundsbeatbread.com ↗

Last year, beatBread raised $124 million in fresh funding, including equity capital from Citi, Deciens Capital, Mucker Capital, and Advantage Capital.

Funding roundsodysseyenergysolutions.com ↗

We have acted as lead international counsel to the Facility for Energy Inclusion ("FEI") on a USD 7.5 million facility to Odyssey Energy Solutions ("Odyssey"), supporting the expansion of its equipment credit platform for mini-grids and commercial and industrial ("C&I") projects across Africa.

Mergers & acquisitionsspiral.us ↗

UJET, a San Francisco-based company that sells AI-powered contact center technology, has acquired Spiral, a Seattle startup that helps businesses analyze customer conversations.

Funding roundsbegrateful.org ↗

Grateful, the Harrogate and London-based automated tip pooling and tronc platform, has raised £1.5 million in Seed funding.

Funding roundssolsystems.com ↗

Sol Systems, an independent power producer, announced today it has secured a $675 million revolving construction finance facility to support the buildout of its upcoming portfolio of solar and storage projects.

Mergers & acquisitionsefunder.com ↗

International Holding Company (IHC) has acquired eFunder, the UAE’s private financing platform for small and medium-sized enterprises (SMEs).

Mergers & acquisitionspledge.to ↗

Blue Yonder continues to demonstrate its commitment to sustainability with its latest acquisition of a UK-based Pledge Earth Technologies (Pledge).

Mergers & acquisitionsjumpcutmedia.com ↗

Cinelytic , the premier AI-powered content intelligence platform for the global entertainment industry, today announced its acquisition of Jumpcut Media , a leading provider of AI-driven IP management and audience analysis tools.

Mergers & acquisitionsgiveinkind.com ↗

Give InKind has become a wholly-owned subsidiary of Wolfe, a gift card fulfillment company, as the result of an acquisition announced on Monday.

Full recorded event mix

Top 8 categories among 71 recorded events in the 24-month window.

Lawsuit
16
Leadership moves
16
Funding rounds
13
Mergers & acquisitions
8
New products
7
Asset acquisitions
5
Capital infusions
4
Layoffs
2
4 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

10 tracked people moves

beatBread ↗
Jameson Toole

Appointment Board Advisor on AI and Machine Learning

beatBread ↗
Christine Barnum

Appointment Head of Financial Operations

beatBread ↗
Peter Sinclair

Death Previously Co-founder

Gravyty ↗
Matt Carlson

Appointment Chief Sales Officer

Gravyty ↗
Ashley Jones Lee

Appointment Chief Financial Officer

Gravyty ↗
Lisa Haubenstock

Appointment Chief Customer Officer

Patreon ↗
Brielle Villablanca

Departure VP of comms and creator advocacy

Patreon ↗
Adiya Taylor

Departure corporate comms lead

Product launches

Products, platforms and features in the recorded window

OpenVC ↗
NYSE OpenVC 500 Index

Index

Change ↗
Change

Booking platform

FarmTogether Innovation Labs

Agriculture technology platform

Workforce actions

1 companies with reported reductions

Tellus ↗

2,059 rolescost reduction

Litigation

8 tracked suits

Company
Altshares Event-Driven ETF v engagesmart

Securities fraud related to a take‑private mergerClass Action · Ongoing

Company
kahn swick & foti v engagesmart

securities class action lawsuit over alleged material misstatements and omission of materiCivil · Ongoing

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
arbitervertical raise ↗Announced2026-04-03Not stated in snapshot
ujetSpiral ↗Announced2025-11-18Not stated in snapshot
Exodus MovementGrateful ↗Announced2025-11-11Not stated in snapshot
ihceFunder ↗Announced2025-07-16Not stated in snapshot
international holding companyeFunder ↗Completed2025-07-15Not stated in snapshot
blue yonderPledge ↗Announced2025-06-23Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

973 postings in the preceding 12 months. The full 1,473-posting snapshot covers 73 employers.

Expand panel +

Most advertised job titles

Product Design Team Leadernewemea Remote21
Front Desk Supervisor Healthcare15
Independent Sales Representative12
Product Manager12
Vp, Marketing11
Director Of Finance11
0 internship postings

67 tracked postings mention remote work.

The seniority mix

509 postings specify a level.

unspecified
964
manager
348
senior
116
lead
29
intern
14
entry
2

Skills employers mention

Top skills across 1,473 tracked postings in the available jobs snapshot.

Python
65
Sql
44
React
34
Typescript
26
Javascript
26
Laravel
20
Excel
20
Php
16
Postgresql
15
Machine Learning
14
ADVERTISED PAY$79.5K/ year

Median across 140 postings with pay data, expressed in USD.

Salary by seniority

manager$105.0K/ year31 postings

Advertised posting medians do not describe all employees or roles.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

775 founders and chief executives across 588 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

92 profiles with education records.

Harvard University
11
Stanford University
10
Cornell University
8
University of Pennsylvania
6
Columbia University
6
Massachusetts Institute of Technology
5
Yale University
5
University of Oxford
5

Prior employers

20 profiles with prior-work records.

Microsoft
4
Facebook
3
Intel
3
Boston Consulting Group
2
Google
2
Goldman Sachs
2
Amazon
1
Apple
1

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

528,711 articles in the measured 12-month window.

Expand panel +
528,711articles in the measured year
138,093articles in 2026Q1
64.3%positive tone in the latest complete year

News volume trends

Crowdfunding Platforms coverage across United States · articles per complete quarter

053,366106,733160,099213,4652021Q2: 70,7222021Q22021Q3: 78,8732021Q4: 69,1832022Q1: 94,5522022Q2: 95,5892022Q22022Q3: 85,0872022Q4: 92,7502023Q1: 102,2112023Q2: 102,0802023Q22023Q3: 98,3792023Q4: 96,7812024Q1: 111,1032024Q2: 97,1002024Q22024Q3: 115,1552024Q4: 125,2992025Q1: 185,6222025Q2: 135,5942025Q22025Q3: 131,3862025Q4: 108,1452026Q1: 138,0932026Q1
View quarterly article counts
QuarterArticles
2021Q270,722
2021Q378,873
2021Q469,183
2022Q194,552
2022Q295,589
2022Q385,087
2022Q492,750
2023Q1102,211
2023Q2102,080
2023Q398,379
2023Q496,781
2024Q1111,103
2024Q297,100
2024Q3115,155
2024Q4125,299
2025Q1185,622
2025Q2135,594
2025Q3131,386
2025Q4108,145
2026Q1138,093

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
158,290 positive · 3,223 neutral · 74,728 negative
2022
225,204 positive · 4,985 neutral · 137,211 negative
2023
244,935 positive · 5,950 neutral · 147,974 negative
2024
292,520 positive · 6,963 neutral · 148,571 negative
2025
359,899 positive · 9,307 neutral · 190,718 negative

Leading coverage topics

Crowdfunding Platforms coverage across United States · ranked by full-period article count.

Cryptocurrency Impact On Forex Markets256,685 articles in the full recorded period
46,957 recent · 33,030 prior
Economic Indicators (Gdp, Cpi, Unemployment)85,368 articles in the full recorded period
13,292 recent · 12,467 prior
Trade Wars And Geopolitical Impacts83,564 articles in the full recorded period
15,742 recent · 13,330 prior
Interest Rate Decisions And Impacts72,480 articles in the full recorded period
10,750 recent · 9,253 prior
Central Bank Monetary Policy Announcements65,419 articles in the full recorded period
9,095 recent · 8,395 prior
Federal Reserve Policy Meeting Summaries64,366 articles in the full recorded period
9,519 recent · 8,214 prior
Global Recession Risks And Forecasts63,436 articles in the full recorded period
11,627 recent · 10,260 prior
Regulatory Compliance In Foreign Exchange Trading50,230 articles in the full recorded period
8,849 recent · 4,798 prior
Foreign Exchange (Forex) Rate Fluctuations49,040 articles in the full recorded period
9,121 recent · 6,461 prior
Quarterly And Annual Financial Results48,582 articles in the full recorded period
8,545 recent · 6,558 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Crowdfunding Platforms coverage across United States

KeywordRecentPriorChange
stablecoin fx impact7,8073,367132%
stock price5,5372,566116%
etf trading4,7291,943143%
investment deal4,258800432%
etfs4,1061,709140%
decentralized forex4,0322,03998%
sector etfs3,9151,642138%
etf structures3,6761,501145%
etf products3,6061,424153%
share price3,2961,291155%
flood stage forecasting635,844-99%
hydrologic risk modeling145,791-100%
coastal flooding study612,633-98%
flood control measures402,071-98%
severe weather warning1971,876-89%

Event and signal lenses

Crowdfunding Platforms coverage across United States

All complete annual cohorts shown
Rising

Regulatory Risk

1,276,365 classified articles

economic slowdown, stock performance, currency intervention policies

49.0% critical · 33.8% positive
Rising

Funding Momentum

268,477 classified articles

inflation reports fx, currency intervention policies, trade deficits fx

37.5% critical · 48.9% positive
Rising

Growth

402,987 classified articles

gdp growth forex, inflation reports fx, trade deficits fx

43.1% critical · 39.1% positive

Crowdfunding Platforms coverage across United States. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Crowdfunding Platforms research is working on

907 papers in the recorded india scope.

Expand panel +
907papers
13,825worldwide comparison pool
907India-affiliated papers

Research orientation

Promising
328
Problem-identifying
180
Descriptive
177
Breakthrough
97
Cautionary
88
Comparative
24
Critical
13

Contribution mix

Empirical
377
Reviews
209
Methods-led
156
Position pieces
151
Theoretical
14

Tone counts: 834 positive · 6 neutral · 67 negative.

Common problems researchers identify
193 papers · 21.3% of this field
  • Financial services116 papers
  • FinTech75 papers
  • Financial inclusion37 papers
  • Payment21 papers
  • Data breach12 papers
  • Retail banking11 papers
  • Cryptocurrency10 papers
  • Investment10 papers

Landmark: Fintech and Financial Services : Initial Considerations

Cautions
88 papers · 9.7% of this field
  • Financial services51 papers
  • Financial inclusion22 papers
  • FinTech22 papers
  • Big data12 papers
  • Transformative learning12 papers
  • Payment11 papers
  • Corporate governance11 papers
  • Financial market10 papers

Landmark: The FinTech Opportunity

Opportunities
425 papers · 46.9% of this field
  • Financial services217 papers
  • FinTech120 papers
  • Financial inclusion82 papers
  • Payment58 papers
  • Database transaction46 papers
  • Transformative learning44 papers
  • Financial literacy34 papers
  • Transparency30 papers

Landmark: Fintech Adoption Drivers for Innovation for SMEs in Indonesia

Leading institutions

Columbia University
667
National Bureau of Economic Research
654
Cornell University
653
New York University
643
California University of Pennsylvania
623
International Monetary Fund
307

Leading researchers

Itay Goldstein
621
Wei Jiang
621
George Andrew Karolyi
621
Thomas Philippon
433
Andrei Kirilenko
214
Andrew W. Lo
214
Vikram Haksar
207
Dong He
198

Highly cited breakthrough-labelled papers

  • E.T.-RNN87 citations
  • Evolutionary Approaches and the Construction of Technology-Driven Regulations79 citations
  • Eagle Strategy Arithmetic Optimisation Algorithm with Optimal Deep Convolutional Forest Based FinTech Application for Hyper-automation32 citations
  • FinTech and consumers: a systematic review and integrative framework28 citations
  • Blockchain technology and real-time auditing: Transforming financial transparency and fraud detection in the Fintech industry12 citations

Common problems researchers identify

150 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

FinTech and Regulatory GapsCommon problems researchers identify · 01

FinTech and Regulatory Gaps

55 papers

36.7% of this theme group

Researchers highlight mismatches between emerging financial technologies and existing regulatory frameworks.

FinTech (41) · Financial services (40) · Financial regulation (7) · Financial system (4)

FINANCIAL INCLUSION THROUGH TECHNOLOGY: A REVIEW OF TRENDS IN EMERGING MARKETS

Enhancing public sector financial operations and inclusion through innovative Fintech solutions

View research history
YearShare index
2022227.2
2023240.4
2024252.0
2025245.6
Inclusion Barriers in Digital FinanceCommon problems researchers identify · 02

Inclusion Barriers in Digital Finance

42 papers

28.0% of this theme group

Studies point to persistent obstacles preventing broad access to digital financial services.

Financial inclusion (16) · Financial services (29) · Retail banking (5) · Payment (7)

Leveraging Financial Inclusion Through Technology-Enabled Services Innovation

Digital Finance, Financial Inclusion and Gender Equality: Strategies for Economic Empowerment of Women

View research history
YearShare index
2022875.7
2023880.5
2024991.6
20251040.8
Crypto‑Related Security RisksCommon problems researchers identify · 03

Crypto‑Related Security Risks

33 papers

22.0% of this theme group

Papers discuss fraud, data breaches, and resilience challenges in cryptocurrency transactions.

Cryptocurrency (6) · Resilience (5) · Data breach (5) · Financial transaction (4)

Machine Learning Approaches for Fraud Detection and Risk Assessment in Mobile Banking Applications and Fintech Solutions

Combating Illicit Finance in Digital Payment Services: The Role of Data Analytics and Technology in Preventing Payment Fraud and Scams

View research history
YearShare index
2022176.1
2023173.6
2024120.0
2025200.8
Risk Management Integration IssuesCommon problems researchers identify · 04

Risk Management Integration Issues

20 papers

13.3% of this theme group

Research notes difficulties merging advanced analytics with traditional financial risk controls.

Financial services (16) · Leverage (3) · Risk management (2) · Financial risk (2)

Integrating Risk Management in Fintech and Traditional Financial Institutions through AI and Machine Learning

AI-Powered Credit Scoring: Scalable Big Data Architectures and Explainable Decision Intelligence for the Financial Sector

View research history
YearShare index
202281.6
202381.7
202479.8
2025149.9

Cautions

67 papers · 3 recurring themes
3 cards

Swipe or scroll horizontally to browse.

Crypto‑Payment System InterdependenceCautions · 01

Crypto‑Payment System Interdependence

24 papers

35.8% of this theme group

Authors warn that peer‑to‑peer lending and crypto markets may affect financial inclusion stability.

Cryptocurrency (5) · Mobile payment (4) · Financial inclusion (8) · Financial services (12)

Interdependence between online peer‐to‐peer lending and cryptocurrency markets and its effects on financial inclusion

Cryptography in Financial Markets: Potential Channels for Future Financial Stability

View research history
YearShare index
2022239.1
2023229.0
2024178.2
2025317.5
Systemic Risks from FinTech ScaleCautions · 02

Systemic Risks from FinTech Scale

23 papers

34.3% of this theme group

Works caution that rapid FinTech growth could amplify systemic vulnerabilities in the financial system.

FinTech (14) · Financial services (13) · Systemic risk (4) · Big data (5)

FinTech and Sustainable Finance: How is FinTech Shaping the Future of Sustainable Finance?

The Complex Implications of Fintech for Financial Inclusion

View research history
YearShare index
2022169.9
2023182.0
2024142.4
2025239.6
Bias and Transparency in AI FinanceCautions · 03

Bias and Transparency in AI Finance

18 papers

26.9% of this theme group

Scholars raise concerns about algorithmic bias and lack of openness in AI‑driven financial services.

Financial services (13) · Transformative learning (5) · FinTech (8) · Transparency (4)

Artificial Intelligence, Machine Learning, and Bias In Finance: Toward Responsible Innovation

Unleashing the Power of AI in Financial Services: Opportunities, Challenges, and Implications

View research history
YearShare index
202269.7
202395.7
2024125.3
2025243.4

A further 2 papers sit in smaller themes.

Opportunities

314 papers · 6 recurring themes
6 cards

Swipe or scroll horizontally to browse.

Mobile Solutions for InclusionOpportunities · 01

Mobile Solutions for Inclusion

82 papers

26.1% of this theme group

Research highlights mobile payment tools as a pathway to reach unbanked and underbanked groups.

Financial inclusion (52) · Mobile payment (16) · Financial literacy (21) · Financial services (44)

Advancing financial inclusion through fintech: Solutions for unbanked and underbanked populations

The Role of Financial Technology (FinTech) in Advancing Financial Inclusion and Equity.

View research history
YearShare index
2022114.1
2023130.8
2024132.7
2025260.4
FinTech‑Driven Service InnovationOpportunities · 02

FinTech‑Driven Service Innovation

60 papers

19.1% of this theme group

Papers explore how new technologies reshape payment processes and financial product design.

FinTech (40) · Financial innovation (9) · Financial services (26) · Payment (12)

FinTech and Financial Innovation: Drivers and Depth

Digital Transformation in Financial Services and FinTech: Trends, Innovations and Emerging Technologies

View research history
YearShare index
2022869.5
2023877.9
2024995.4
20251036.9
AI‑Enabled Sustainable FinanceOpportunities · 03

AI‑Enabled Sustainable Finance

56 papers

17.8% of this theme group

Studies examine artificial intelligence’s role in creating environmentally responsible financial technologies.

Financial services (35) · Transformative learning (13) · Financial market (7) · Systemic risk (4)

Empowering Financial Services: The Transformative Impact of AI on FinTech Innovation

Leveraging Artificial Intelligence and Machine Learning for Sustainable Financial Technologies: Innovations, Challenges, and Future Prospect

View research history
YearShare index
202248.2
202373.7
2024251.6
2025201.1
Predictive Analytics for Risk ManagementOpportunities · 04

Predictive Analytics for Risk Management

56 papers

17.8% of this theme group

Works focus on using advanced analytics to improve risk evaluation and market forecasting.

Financial services (31) · Analytics (11) · Scalability (9) · Leverage (7)

Transforming financial services through predictive analytics and banking systems integration

Deep Learning Architectures Deployed on Cloud Platforms for Dynamic Financial Risk Evaluation and Market Prediction

View research history
YearShare index
2022142.2
2023138.4
202486.1
2025177.5
Blockchain for TransparencyOpportunities · 05

Blockchain for Transparency

30 papers

9.6% of this theme group

Research proposes blockchain as a tool for real‑time auditing and fraud reduction.

Blockchain (11) · Cryptocurrency (10) · Digital currency (8) · Currency (6)

Blockchain technology and real-time auditing: Transforming financial transparency and fraud detection in the Fintech industry

Blockchain Technology for Financial Services & Globalization

View research history
YearShare index
2022914.9
2023953.3
2024921.2
20251022.1
Deep Learning in Fraud DetectionOpportunities · 06

Deep Learning in Fraud Detection

30 papers

9.6% of this theme group

Papers demonstrate deep‑learning models for identifying credit card fraud and credit‑risk anomalies.

Credit risk (10) · Credit card fraud (5) · Database transaction (9) · Credit card (5)

Deep Learning in Financial Fraud Detection: Innovations, Challenges, and Applications

Application of Deep Learning in Financial Credit Card Fraud Detection

View research history
YearShare index
2022200.4
2023186.7
2024114.8
2025199.7

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Promising36.2%36.7%
Problem-identifying19.8%9.8%
Descriptive19.5%17.3%
Breakthrough10.7%26.5%
Cautionary9.7%4.8%
Comparative2.6%3.9%
Critical1.4%0.9%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceSecurity and Privacy in FinTech121.75%7 (58.3%)0.91%
Bias & fairnessDigital Finance, Financial Inclusion and Gender Equality: Strategies for Economic Empowerment of Women30.44%2 (66.7%)0.1%
Concentration of compute powerModerating effect of fintech adoption on market power and bank stability Nexus: Indian evidence30.44%0 (0.0%)0.26%
Energy & datacenter footprintAccelerating agricultural green development in ASEAN: The power of digital inclusive finance20.29%0 (0.0%)0.23%
Carbon & emissions of computeRethinking portfolio design with sustainable AI and FinTech: dynamic spillovers in a quantile–frequency framework10.15%0 (0.0%)0.01%
Labour & data workEnsuring financial inclusion through platform design: Technical frameworks for inclusive growth in the digital labor eco10.15%0 (0.0%)0.04%
Safety & misuseBridging Misinformation Gaps: A Framework for Enhancing Trust and Financial Literacy in Microinsurance Adoption among Sm10.15%0 (0.0%)0.08%
Water use00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%0 (%)0.0%

Institution and researcher rankings use citations to their covered work. Research scope: United States. This may be broader than the company geography.

DEMAND, SUPPLY & PLACE

Where demand signals run ahead of mapped supply — the United States

Compare demand signals in the United States’s newsflow with the crowdfunding platforms categories mapped to each signal.

Expand panel +
HOW TO READ THE GAP

Signal percentile − supply percentile = gap in percentile points. Positive gaps highlight questions to investigate. A high signal can reflect spending pressure or access friction, as well as potential demand.

The comparison is relative to the signal families on this page. A supply percentile of zero means the lowest relative reading, not zero companies. It is a prioritisation clue, not measured market size or unmet demand.

COMPARISON PERIOD2025-07-01 to 2026-07-01Against 2024-07-01 to 2025-07-01Explore the signals ↓

The opportunity, in one view

Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.

Swipe horizontally to compare all columns →

8 the United States demand signals compared with mapped crowdfunding platforms supply
Signal familySignal percentileSupply percentileRelative gapGap (points)Signal share vs prior year
Layoffs & income shocks ↗Spending Pressure85.725.0+60.7+57.7%
Interest rates & policy ↗Macro Pressure50.025.0+25.0+30.1%
Lending & credit access ↗Demand Driver35.725.0+10.7+51.2%
Market volatility ↗Macro Pressure57.175.0-17.9+53.2%
Crypto & digital assets ↗Adoption Shift42.9100.0-57.1+35.5%
Financial inclusion ↗Demand Driver14.3No matching category+43.3%
Fraud, scams & consumer trust ↗Trust Friction71.4No matching category+92.6%
Data & privacy regulation ↗Compliance Pressure42.9No matching category+55.4%

Showing all 8 signals. Select a family for its history and mapped categories.

Where the signals are loudest

All 12 city readings for these demand families in the comparison geography. the United States is highlighted.

Mentions per 10,000 articles

Each city’s reading is a share of its own coverage.

Utah163.8

Crypto & digital assets · Market volatility · Interest rates & policy

Oklahoma145.9

Crypto & digital assets · Layoffs & income shocks · Market volatility

Tennessee125.0

Interest rates & policy · Layoffs & income shocks · Market volatility

Connecticut78.6

Layoffs & income shocks · Crypto & digital assets · Fraud, scams & consumer trust

Oregon76.8

Layoffs & income shocks · Interest rates & policy · Fraud, scams & consumer trust

Arizona74.6

Layoffs & income shocks · Interest rates & policy · Market volatility

Arkansas72.8

Layoffs & income shocks · Lending & credit access · Interest rates & policy

Iowa60.4

Layoffs & income shocks · Fraud, scams & consumer trust · Interest rates & policy

Kentucky58.6

Layoffs & income shocks · Lending & credit access · Financial inclusion

Delaware56.9

Crypto & digital assets · Layoffs & income shocks · Fraud, scams & consumer trust

Louisiana56.1

Interest rates & policy · Layoffs & income shocks · Crypto & digital assets

Kansas54.5

Layoffs & income shocks · Lending & credit access · Interest rates & policy

Inside the leading signals

Open any signal for its quarterly history
SPENDING PRESSURELayoffs & income shocks+60.7percentile-point gap
THE OPERATING HYPOTHESIS

Layoff cycles can pull discretionary spend back toward value offerings.

24.69mentions per 10,000 articles+57.7%share change vs prior year

Mapped crowdfunding platforms categories

  • Nbfc Lenders30

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

091827362024Q3: 152024Q32024Q4: 142024Q42025Q1: 132025Q12025Q2: 192025Q22025Q3: 242025Q32025Q4: 312025Q42026Q1: 192026Q12026Q2: 242026Q2
View quarterly signal counts
Layoffs & income shocks in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q3269215.79
2024Q4265714.98
2025Q1345713.81
2025Q2305519.17
2025Q3668724.54
2025Q4376131.16
2026Q1284319.69
2026Q2188524.49

Where this signal concentrates in the comparison geography

Tennessee44.9 / 10,000
Arkansas41.1 / 10,000
Iowa26.8 / 10,000
MACRO PRESSUREInterest rates & policy+25.0percentile-point gap
THE OPERATING HYPOTHESIS

Rate moves can reprice every loan book — lending and deposit products feel it first.

27.89mentions per 10,000 articles+30.1%share change vs prior year

Mapped crowdfunding platforms categories

  • Nbfc Lenders30

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

0132639522024Q3: 252024Q32024Q4: 212024Q42025Q1: 142025Q12025Q2: 282025Q22025Q3: 202025Q32025Q4: 442025Q42026Q1: 242026Q12026Q2: 322026Q2
View quarterly signal counts
Interest rates & policy in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q3428025.11
2024Q4385821.76
2025Q1354914.18
2025Q2454728.53
2025Q3571220.96
2025Q4542444.94
2026Q1347424.07
2026Q2253232.89

Where this signal concentrates in the comparison geography

Tennessee47.4 / 10,000
Louisiana20.9 / 10,000
Arizona18.9 / 10,000
DEMAND DRIVERLending & credit access+10.7percentile-point gap
THE OPERATING HYPOTHESIS

Credit demand can pull origination, underwriting and collections capacity with it.

4.75mentions per 10,000 articles+51.2%share change vs prior year

Mapped crowdfunding platforms categories

  • Nbfc Lenders30

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

023562024Q3: 32024Q32024Q4: 22024Q42025Q1: 22025Q12025Q2: 42025Q22025Q3: 42025Q32025Q4: 52025Q42026Q1: 52026Q12026Q2: 52026Q2
View quarterly signal counts
Lending & credit access in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q35463.2
2024Q44912.77
2025Q16842.73
2025Q26604.14
2025Q311474.21
2025Q46415.31
2026Q17455.16
2026Q23885.04

Where this signal concentrates in the comparison geography

Wisconsin16.6 / 10,000
Kansas13.8 / 10,000
South Carolina10.0 / 10,000
MACRO PRESSUREMarket volatility-17.9percentile-point gap
THE OPERATING HYPOTHESIS

Volatility can drive trading, hedging and advice-seeking in the same week it spikes.

12.7mentions per 10,000 articles+53.2%share change vs prior year

Mapped crowdfunding platforms categories

  • Equity Investments In Artists31

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

061319252024Q3: 52024Q32024Q4: 52024Q42025Q1: 72025Q12025Q2: 152025Q22025Q3: 62025Q32025Q4: 172025Q42026Q1: 162026Q12026Q2: 212026Q2
View quarterly signal counts
Market volatility in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q39775.73
2024Q410255.78
2025Q118767.5
2025Q2240115.06
2025Q316846.18
2025Q4207617.2
2026Q1235416.31
2026Q2169121.97

Where this signal concentrates in the comparison geography

Utah24.6 / 10,000
Tennessee16.2 / 10,000
Oklahoma11.2 / 10,000
ADOPTION SHIFTCrypto & digital assets-57.1percentile-point gap
THE OPERATING HYPOTHESIS

Crypto cycles can pull exchange, wallet and compliance demand in waves.

14.38mentions per 10,000 articles+35.5%share change vs prior year

Mapped crowdfunding platforms categories

  • Blockchain In Financial Services61

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

091827362024Q3: 62024Q32024Q4: 102024Q42025Q1: 82025Q12025Q2: 172025Q22025Q3: 72025Q32025Q4: 302025Q42026Q1: 132026Q12026Q2: 122026Q2
View quarterly signal counts
Crypto & digital assets in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q311556.78
2024Q4187210.56
2025Q122328.92
2025Q2277817.43
2025Q321397.85
2025Q4372730.88
2026Q1197413.67
2026Q299512.93

Where this signal concentrates in the comparison geography

Utah105.9 / 10,000
Oklahoma98.3 / 10,000
Delaware23.5 / 10,000
DEMAND DRIVERFinancial inclusionsupply not mapped
THE OPERATING HYPOTHESIS

Inclusion pushes can pull low-cost payment and credit rails toward new users.

0.54mentions per 10,000 articles+43.3%share change vs prior year

Mapped crowdfunding platforms categories

This signal has no matching category in the page’s crowdfunding platforms market map, so no supply percentile or gap is assigned.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

000112024Q3: 02024Q32024Q4: 02024Q42025Q1: 02025Q12025Q2: 02025Q22025Q3: 02025Q32025Q4: 02025Q42026Q1: 02026Q12026Q2: 02026Q2
View quarterly signal counts
Financial inclusion in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q3700.41
2024Q4640.36
2025Q11050.42
2025Q2440.28
2025Q3970.36
2025Q4750.62
2026Q11120.78
2026Q2450.58

Where this signal concentrates in the comparison geography

Kentucky7.9 / 10,000
Oregon4.7 / 10,000
TRUST FRICTIONFraud, scams & consumer trustsupply not mapped
THE OPERATING HYPOTHESIS

Trust friction can reward whoever fixes service, complaints and fraud handling.

6.39mentions per 10,000 articles+92.6%share change vs prior year

Mapped crowdfunding platforms categories

This signal has no matching category in the page’s crowdfunding platforms market map, so no supply percentile or gap is assigned.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

03710142024Q3: 42024Q32024Q4: 32024Q42025Q1: 22025Q12025Q2: 32025Q22025Q3: 32025Q32025Q4: 52025Q42026Q1: 122026Q12026Q2: 62026Q2
View quarterly signal counts
Fraud, scams & consumer trust in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q37004.11
2024Q45753.24
2025Q16742.69
2025Q25663.55
2025Q310583.88
2025Q46365.27
2026Q1174012.05
2026Q24966.44

Where this signal concentrates in the comparison geography

Connecticut15.8 / 10,000
Maryland12.9 / 10,000
Iowa10.8 / 10,000
COMPLIANCE PRESSUREData & privacy regulationsupply not mapped
THE OPERATING HYPOTHESIS

Privacy rules can land as engineering requirements — consent, data handling and audit tooling follow.

2.89mentions per 10,000 articles+55.4%share change vs prior year

Mapped crowdfunding platforms categories

This signal has no matching category in the page’s crowdfunding platforms market map, so no supply percentile or gap is assigned.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

012342024Q3: 12024Q32024Q4: 12024Q42025Q1: 22025Q12025Q2: 12025Q22025Q3: 22025Q32025Q4: 32025Q42026Q1: 32026Q12026Q2: 22026Q2
View quarterly signal counts
Data & privacy regulation in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q32691.58
2024Q42141.21
2025Q16192.47
2025Q23071.93
2025Q36142.25
2025Q44163.45
2026Q15273.65
2026Q22202.86

Where this signal concentrates in the comparison geography

Oregon6.2 / 10,000
Arizona4.5 / 10,000
Iowa4.1 / 10,000
RESEARCH & CHANGING CONVERSATIONS

Related research and changing coverage

the United States crowdfunding platforms coverage

Expand panel +
RESEARCH CONTEXT · 2017

Advertising, consumer awareness, and choice: evidence from the U.S. banking industry

The RAND Journal of Economics

167 citations in the snapshot

RESEARCH CONTEXT · 2021

The convergence of racial and income disparities in health insurance coverage in the United States

International Journal for Equity in Health

125 citations in the snapshot

RESEARCH CONTEXT · 2022

Health insurance status and cancer stage at diagnosis and survival in the United States

CA A Cancer Journal for Clinicians

115 citations in the snapshot

RESEARCH CONTEXT · 2022

The Impact of ESG Scores on Bank Market Value? Evidence from the U.S. Banking Industry

Sustainability

111 citations in the snapshot

What is growing in this coverage

the United States coverage of this page's demand families

KeywordRecent articlesPrior articlesShare change
patent infringement394241923.3%
cyber liability254251152.2%
privacy policies20724963.0%
arbitration clause17022852.3%
ip litigation54772836.3%
antitrust investigations63587799.5%

Share changes describe coverage in the stated comparison periods, not search demand or market size.

GEOGRAPHIC FOOTPRINT

Where companies are based

Company counts, hiring and disclosed funding across the recorded hubs.

Expand panel +
8 cards

Swipe or scroll horizontally to browse.

UNDERSTAND THE LANDSCAPE

Crowdfunding Platforms in the United States: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

Company ecosystem snapshot: 30 August 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
Coming soon