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 ↗
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.

An industry ecosystem,
measured in context.
MEET THE COMPANIESExplore the United States’s crowdfunding platforms leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Expand panel +
Explore the United States’s crowdfunding platforms leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Company discovery
Recorded evidence onlyRecently founded independent companies
Recently founded means a recorded 2023–2026 founding year and no recorded parent, acquirer or public-company status. These companies are not labelled startups without that separate classification.
Explore classified startups in Radar ↗Crowdfunding Platforms industry KPIs in the United States
A few useful ratios bring the size of this ecosystem into perspective.
40 of 1,316 tracked companies have open roles.
299 of 1,316 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
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 FORMATIONHow the United States crowdfunding platforms has grown
Recorded company formation and disclosed funding across the complete annual series shown.
Expand panel +
How the United States crowdfunding platforms has grown
Recorded company formation and disclosed funding across the complete annual series shown.
Disclosed funding by year
Sum of recorded funding rounds · USD
View the numbers
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $1.53B | 105 | 36 |
| 2017 | $488.14M | 77 | 35 |
| 2018 | $145.47M | 81 | 33 |
| 2019 | $1.1B | 70 | 33 |
| 2020 | $178.23M | 87 | 25 |
| 2021 | $528.82M | 69 | 35 |
| 2022 | $816.28M | 50 | 31 |
| 2023 | $359.57M | 29 | 26 |
| 2024 | $196.06M | 24 | 17 |
| 2025 | $217.11M | 6 | 17 |
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
Investors appearing most often
Recorded participation in crowdfunding platforms company rounds since 2016.
- 01Techstars 9 rounds
- 02Seven Peaks Ventures 7 rounds
- 03Rally Ventures 6 rounds
- 04Y Combinator 5 rounds
- 05Index Ventures 5 rounds
- 06Green Visor Capital 5 rounds
- 07Thrive Capital 4 rounds
- 08Grotech Ventures 4 rounds
- 09Freestyle 4 rounds
- 010500 Global 3 rounds
Recent recorded rounds
Latest recorded rounds · USDBacked by Edison Partners and Vocap.
Backed by .
Largest and notable recorded rounds
Each card is one recorded roundBacked by Warburg Pincus and Core Innovation Capital and others.
Backed by Tiger Global Management and Woodline Partners and others.
Backed by Citi and Deciens Capital and others.
Backed by Salesforce Ventures and Hinge Capital and others.
Backed by Variant Investments.
Backed by Lightyear Capital.
Backed by New Enterprise Associates and Wellington and others.
Backed by Elysian Park.
Backed by Angeleno Group and Claremont Creek Ventures and others.
Backed by Summit Partners and Telescope Partners.
THE BUSINESS BEHIND THE ACTIVITYRevenue, profitability & financial strength
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
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Revenue, profitability & financial strength
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
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.
Sum of reporting-entity revenue; not the United States market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
None of 1 covered entities.
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.
| Company / reporting entity | Revenue | Net profit / loss | Net margin | Revenue growth | Total assets |
|---|---|---|---|---|---|
| EngageSmart ↗1863105 | $303.9m | $20.6m | +6.8% | — | — |
Explore full company accounts and filings.
Explore a reporting entity
Choose “View accounts” to inspect an available company preview.
How does crowdfunding platforms compare?
Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.
| Industry | Covered / eligible | Revenue total | Median revenue | Net profit / loss | Aggregate margin | Profitable share | Overlap |
|---|
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.
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.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| Patreonpatreon.com | 217,476,538 | 81 | 58% |
| Bandcampbandcamp.com | 41,179,514 | 77 | 51.2% |
| Buy Me A Coffeebuymeacoffee.com | 6,578,716 | 55 | 47.3% |
| BackerKitbackerkit.com | 3,442,395 | 43 | 65.9% |
| GiveSmartgivesmart.com | 1,618,630 | 44 | 82.6% |
| Qgivqgiv.com | 1,509,083 | 41 | 76.7% |
| Enthuseenthuse.com | 1,332,237 | 43 | 89.5% |
| OneCauseonecause.com | 1,274,569 | 50 | 49.9% |
| Anedotanedot.com | 712,377 | 39 | 77.1% |
| Bloomerangbloomerang.co | 688,163 | 42 | 29.4% |
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.
| App | Installs | Rating | Store category |
|---|---|---|---|
| PatreonPatreon | 23.7M | 4.7 | Entertainment |
| BandcampBandcamp | 4.9M | 3.2 | Music & Audio |
| Charity Miles: Walking & RunniCharity Miles | 1M | 2.3 | Health & Fitness |
| Givelify Mobile Giving AppGivelify | 827K | 4.9 | Finance |
| Bandcamp for Artists & LabelsBandcamp | 505.3K | 2.6 | Music & Audio |
| Shah Rukh Khan Bollywood MovieAgriZoom | 421.2K | 3.6 | Entertainment |
| The Lost Signal: SCPPatreon | 388.7K | 3.6 | Adventure |
| Tellus: Earn More DailyTellus | 266.7K | 4.1 | Finance |
| SaveAround DealsSaveAround | 260.4K | 3 | Shopping |
| MoneyDolly - FundraisingMoneyDolly | 255.2K | 4.7 | Tools |
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).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Crowdfunding | 586 | 33.7M | Patreon 23.7M | |
| Digital Publishing Platforms | 48 | 24.7M | The Lost Signal: SCP 388.7K | |
| Music Tech | 7 | 5.4M | Bandcamp 4.9M | |
| Nonprofit Tech | 544 | 3.8M | Charity Miles: Walking & Runni 1M | |
| Fitness & Wellness Tech | 2 | 1.1M | Charity Footprints 33.9K | |
| Religion Tech | 4 | 832.4K | Givelify Mobile Giving App 827K | |
| Investment Tech | 15 | 794K | Shah Rukh Khan Bollywood Movie 421.2K | |
| Tech For Digital Publishers | 25 | 434.4K | Buy 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.
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 INDUSTRYThe the United States crowdfunding platforms market map
Explore the segments behind the headline numbers.
Expand panel +
The the United States crowdfunding platforms market map
Explore the segments behind the headline numbers.
Where companies are building
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
Fintech
The largest measured segment in this report snapshot.
36 companies hiring · $6.09B disclosed funding
Explore in RadarHow companies make money
Common revenue models; a company can use more than one.
THE COMPANIES IN MOTIONWho is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Expand panel +
Who is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Recent corporate headlines 10 dated reports
Arbiter, backed by Accel-KKR, acquired Vertical Raise...
Last year, beatBread raised $124 million in fresh funding, including equity capital from Citi, Deciens Capital, Mucker Capital, and Advantage Capital.
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.
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.
Grateful, the Harrogate and London-based automated tip pooling and tronc platform, has raised £1.5 million in Seed funding.
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.
International Holding Company (IHC) has acquired eFunder, the UAE’s private financing platform for small and medium-sized enterprises (SMEs).
Blue Yonder continues to demonstrate its commitment to sustainability with its latest acquisition of a UK-based Pledge Earth Technologies (Pledge).
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.
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.
Leadership moves
10 tracked people moves
Appointment Board Advisor on AI and Machine Learning
Appointment Head of Financial Operations
Death Previously Co-founder
Appointment Chief Sales Officer
Appointment Chief Financial Officer
Appointment Chief Customer Officer
Departure VP of comms and creator advocacy
Departure corporate comms lead
Product launches
Products, platforms and features in the recorded window
Index
Booking platform
Agriculture technology platform
Workforce actions
1 companies with reported reductions
2,059 rolescost reduction
Litigation
8 tracked suits
Securities fraud related to a take‑private mergerClass Action · Ongoing
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 → target | Status | Date | Value / context |
|---|---|---|---|
| arbiter→vertical raise ↗ | Announced | 2026-04-03 | Not stated in snapshot |
| ujet→Spiral ↗ | Announced | 2025-11-18 | Not stated in snapshot |
| Exodus Movement→Grateful ↗ | Announced | 2025-11-11 | Not stated in snapshot |
| ihc→eFunder ↗ | Announced | 2025-07-16 | Not stated in snapshot |
| international holding company→eFunder ↗ | Completed | 2025-07-15 | Not stated in snapshot |
| blue yonder→Pledge ↗ | Announced | 2025-06-23 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
PEOPLE & OPPORTUNITYThe talent market
973 postings in the preceding 12 months. The full 1,473-posting snapshot covers 73 employers.
Expand panel +
The talent market
973 postings in the preceding 12 months. The full 1,473-posting snapshot covers 73 employers.
Most advertised job titles
67 tracked postings mention remote work.
The seniority mix
509 postings specify a level.
Skills employers mention
Top skills across 1,473 tracked postings in the available jobs snapshot.
Median across 140 postings with pay data, expressed in USD.
Salary by seniority
Advertised posting medians do not describe all employees or roles.
Companies hiring
Large employers
| Company | Employees |
|---|---|
| World\'s Finest Chocolate ↗ | 401 |
| Renew Financial ↗ | 356 |
| Agriculture Capital ↗ | 342 |
| Bloomerang ↗ | 337 |
| Patreon ↗ | 283 |
| CrowdStreet ↗ | 184 |
| Fundraise Up ↗ | 122 |
| MAX Exchange ↗ | 94 |
THE PEOPLE BUILDING THE FIELDFounders and leaders
775 founders and chief executives across 588 companies.
Expand panel +
Founders and leaders
775 founders and chief executives across 588 companies.
Mark Floyd
Renew Financial ↗Renew Financial, ex-Horizon Digital Finance Holdings, ex-Exeter Finance, University of North Texas, 1975
Billy Parish
Mosaic ↗Permit Power, ex-Mosaic, ex-Myenergy, Yale University, 2003
Sam Yam
Patreon ↗Y Combinator, ex-Startx, ex-Google, Stanford University, 2006
Marious Sjulsen
Equitymultiple ↗Equitymultiple, ex-Brickman, ex-Db Zwirn, University of Chicago
Eric White
Dividend Finance ↗ex-American Infrastructure MLP Funds, Merrill Lynch, The Idea Village, Alvarez and Marsal. Tulane University
John Haller
beatBread ↗Utah Tech University, ex-Ciger Asset Management, ex-Ccc Information Services, Stanford University, 2005
Yuriy Smirnov
Fundraise Up ↗Co-Founder Campus On Fire, Ex-Simplenight, TrackToc, Cuzie. NYU Tandon School of Engineering BS 2004, Harvard Extension School MS 2014
Thomas Pearce
MAX Exchange ↗Maxex, ex-Mccallum Capital, ex-Five Oaks Investment, Washington and Lee University, 1985
Darren Powderly
CrowdStreet ↗Crowdstreet, ex-Compass Commercial Real Estate Services, ex-Us Bank, University of Colorado Boulder, 1997
Max Friedman
Givebutter ↗Ex-Fast, Founder Happening. The George Washington University BS 2017
David Gould
FarmTogether ↗Farmtogether, ex-Amerra Capital Management, ex-Banco Pine, The University of Chicago Booth School of Business
Kestrel Linder
GiveCampus ↗Ex-Booz Allen Hamilton, CACI International. Georgetown University MA 2008
Education networks
92 profiles with education records.
Prior employers
20 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
NEWS INTELLIGENCEHow this industry appears in the news
528,711 articles in the measured 12-month window.
Expand panel +
How this industry appears in the news
528,711 articles in the measured 12-month window.
News volume trends
Crowdfunding Platforms coverage across United States · articles per complete quarter
View quarterly article counts
| Quarter | Articles |
|---|---|
| 2021Q2 | 70,722 |
| 2021Q3 | 78,873 |
| 2021Q4 | 69,183 |
| 2022Q1 | 94,552 |
| 2022Q2 | 95,589 |
| 2022Q3 | 85,087 |
| 2022Q4 | 92,750 |
| 2023Q1 | 102,211 |
| 2023Q2 | 102,080 |
| 2023Q3 | 98,379 |
| 2023Q4 | 96,781 |
| 2024Q1 | 111,103 |
| 2024Q2 | 97,100 |
| 2024Q3 | 115,155 |
| 2024Q4 | 125,299 |
| 2025Q1 | 185,622 |
| 2025Q2 | 135,594 |
| 2025Q3 | 131,386 |
| 2025Q4 | 108,145 |
| 2026Q1 | 138,093 |
Article volume measures coverage, not market sales.
Tone of coverage over time
Most-covered companies
Company share of voice
72 recorded company events across 20 companies; percentages use that event total.
Leading coverage topics
Crowdfunding Platforms coverage across United States · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Topics gaining and losing attention
Crowdfunding Platforms coverage across United States
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| stablecoin fx impact | 7,807 | 3,367 | 132% |
| stock price | 5,537 | 2,566 | 116% |
| etf trading | 4,729 | 1,943 | 143% |
| investment deal | 4,258 | 800 | 432% |
| etfs | 4,106 | 1,709 | 140% |
| decentralized forex | 4,032 | 2,039 | 98% |
| sector etfs | 3,915 | 1,642 | 138% |
| etf structures | 3,676 | 1,501 | 145% |
| etf products | 3,606 | 1,424 | 153% |
| share price | 3,296 | 1,291 | 155% |
| flood stage forecasting | 63 | 5,844 | -99% |
| hydrologic risk modeling | 14 | 5,791 | -100% |
| coastal flooding study | 61 | 2,633 | -98% |
| flood control measures | 40 | 2,071 | -98% |
| severe weather warning | 197 | 1,876 | -89% |
Event and signal lenses
Crowdfunding Platforms coverage across United States
Regulatory Risk
1,276,365 classified articleseconomic slowdown, stock performance, currency intervention policies
49.0% critical · 33.8% positiveFunding Momentum
268,477 classified articlesinflation reports fx, currency intervention policies, trade deficits fx
37.5% critical · 48.9% positiveGrowth
402,987 classified articlesgdp growth forex, inflation reports fx, trade deficits fx
43.1% critical · 39.1% positiveCrowdfunding Platforms coverage across United States. Topic labels describe recorded classifications and can include broad context.
RESEARCH SIGNALSWhat Crowdfunding Platforms research is working on
907 papers in the recorded india scope.
Expand panel +
What Crowdfunding Platforms research is working on
907 papers in the recorded india scope.
Research orientation
Contribution mix
Tone counts: 834 positive · 6 neutral · 67 negative.
- 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
- 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
- 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
Leading researchers
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
Common problems researchers identify · 01FinTech and Regulatory Gaps
55 papers36.7% 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
| Year | Share index |
|---|---|
| 2022 | 227.2 |
| 2023 | 240.4 |
| 2024 | 252.0 |
| 2025 | 245.6 |
Common problems researchers identify · 02Inclusion Barriers in Digital Finance
42 papers28.0% 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
| Year | Share index |
|---|---|
| 2022 | 875.7 |
| 2023 | 880.5 |
| 2024 | 991.6 |
| 2025 | 1040.8 |
Common problems researchers identify · 03Crypto‑Related Security Risks
33 papers22.0% 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
| Year | Share index |
|---|---|
| 2022 | 176.1 |
| 2023 | 173.6 |
| 2024 | 120.0 |
| 2025 | 200.8 |
Common problems researchers identify · 04Risk Management Integration Issues
20 papers13.3% 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
| Year | Share index |
|---|---|
| 2022 | 81.6 |
| 2023 | 81.7 |
| 2024 | 79.8 |
| 2025 | 149.9 |
Cautions
67 papers · 3 recurring themes
Cautions · 01Crypto‑Payment System Interdependence
24 papers35.8% 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
| Year | Share index |
|---|---|
| 2022 | 239.1 |
| 2023 | 229.0 |
| 2024 | 178.2 |
| 2025 | 317.5 |
Cautions · 02Systemic Risks from FinTech Scale
23 papers34.3% 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
| Year | Share index |
|---|---|
| 2022 | 169.9 |
| 2023 | 182.0 |
| 2024 | 142.4 |
| 2025 | 239.6 |
Cautions · 03Bias and Transparency in AI Finance
18 papers26.9% 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
| Year | Share index |
|---|---|
| 2022 | 69.7 |
| 2023 | 95.7 |
| 2024 | 125.3 |
| 2025 | 243.4 |
A further 2 papers sit in smaller themes.
Opportunities
314 papers · 6 recurring themes
Opportunities · 01Mobile Solutions for Inclusion
82 papers26.1% 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
| Year | Share index |
|---|---|
| 2022 | 114.1 |
| 2023 | 130.8 |
| 2024 | 132.7 |
| 2025 | 260.4 |
Opportunities · 02FinTech‑Driven Service Innovation
60 papers19.1% 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
| Year | Share index |
|---|---|
| 2022 | 869.5 |
| 2023 | 877.9 |
| 2024 | 995.4 |
| 2025 | 1036.9 |
Opportunities · 03AI‑Enabled Sustainable Finance
56 papers17.8% 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
| Year | Share index |
|---|---|
| 2022 | 48.2 |
| 2023 | 73.7 |
| 2024 | 251.6 |
| 2025 | 201.1 |
Opportunities · 04Predictive Analytics for Risk Management
56 papers17.8% 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
| Year | Share index |
|---|---|
| 2022 | 142.2 |
| 2023 | 138.4 |
| 2024 | 86.1 |
| 2025 | 177.5 |
Opportunities · 05Blockchain for Transparency
30 papers9.6% 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
| Year | Share index |
|---|---|
| 2022 | 914.9 |
| 2023 | 953.3 |
| 2024 | 921.2 |
| 2025 | 1022.1 |
Opportunities · 06Deep Learning in Fraud Detection
30 papers9.6% 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
| Year | Share index |
|---|---|
| 2022 | 200.4 |
| 2023 | 186.7 |
| 2024 | 114.8 |
| 2025 | 199.7 |
How this field compares with the research baseline
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 36.2% | 36.7% |
| Problem-identifying | 19.8% | 9.8% |
| Descriptive | 19.5% | 17.3% |
| Breakthrough | 10.7% | 26.5% |
| Cautionary | 9.7% | 4.8% |
| Comparative | 2.6% | 3.9% |
| Critical | 1.4% | 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 paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillanceSecurity and Privacy in FinTech | 12 | 1.75% | 7 (58.3%) | 0.91% |
| Bias & fairnessDigital Finance, Financial Inclusion and Gender Equality: Strategies for Economic Empowerment of Women | 3 | 0.44% | 2 (66.7%) | 0.1% |
| Concentration of compute powerModerating effect of fintech adoption on market power and bank stability Nexus: Indian evidence | 3 | 0.44% | 0 (0.0%) | 0.26% |
| Energy & datacenter footprintAccelerating agricultural green development in ASEAN: The power of digital inclusive finance | 2 | 0.29% | 0 (0.0%) | 0.23% |
| Carbon & emissions of computeRethinking portfolio design with sustainable AI and FinTech: dynamic spillovers in a quantile–frequency framework | 1 | 0.15% | 0 (0.0%) | 0.01% |
| Labour & data workEnsuring financial inclusion through platform design: Technical frameworks for inclusive growth in the digital labor eco | 1 | 0.15% | 0 (0.0%) | 0.04% |
| Safety & misuseBridging Misinformation Gaps: A Framework for Enhancing Trust and Financial Literacy in Microinsurance Adoption among Sm | 1 | 0.15% | 0 (0.0%) | 0.08% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Hardware, e-waste & supply chain | 0 | 0.0% | 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 & PLACEWhere 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 +
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.
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.
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 →
| Signal family | Signal percentile | Supply percentile | Relative gap | Gap (points) | Signal share vs prior year |
|---|---|---|---|---|---|
| Layoffs & income shocks ↗Spending Pressure | 85.7 | 25.0 | +60.7 | +57.7% | |
| Interest rates & policy ↗Macro Pressure | 50.0 | 25.0 | +25.0 | +30.1% | |
| Lending & credit access ↗Demand Driver | 35.7 | 25.0 | +10.7 | +51.2% | |
| Market volatility ↗Macro Pressure | 57.1 | 75.0 | -17.9 | +53.2% | |
| Crypto & digital assets ↗Adoption Shift | 42.9 | 100.0 | -57.1 | +35.5% | |
| Financial inclusion ↗Demand Driver | 14.3 | — | No matching category | — | +43.3% |
| Fraud, scams & consumer trust ↗Trust Friction | 71.4 | — | No matching category | — | +92.6% |
| Data & privacy regulation ↗Compliance Pressure | 42.9 | — | No 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.
Each city’s reading is a share of its own coverage.
Crypto & digital assets · Market volatility · Interest rates & policy
Crypto & digital assets · Layoffs & income shocks · Market volatility
Interest rates & policy · Layoffs & income shocks · Market volatility
Layoffs & income shocks · Crypto & digital assets · Fraud, scams & consumer trust
Layoffs & income shocks · Interest rates & policy · Fraud, scams & consumer trust
Layoffs & income shocks · Interest rates & policy · Market volatility
Layoffs & income shocks · Lending & credit access · Interest rates & policy
Layoffs & income shocks · Fraud, scams & consumer trust · Interest rates & policy
Layoffs & income shocks · Lending & credit access · Financial inclusion
Crypto & digital assets · Layoffs & income shocks · Fraud, scams & consumer trust
Interest rates & policy · Layoffs & income shocks · Crypto & digital assets
Layoffs & income shocks · Lending & credit access · Interest rates & policy
Inside the leading signals
Open any signal for its quarterly historySPENDING PRESSURELayoffs & income shocks+60.7percentile-point gap
Layoff cycles can pull discretionary spend back toward value offerings.
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
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 2692 | 15.79 |
| 2024Q4 | 2657 | 14.98 |
| 2025Q1 | 3457 | 13.81 |
| 2025Q2 | 3055 | 19.17 |
| 2025Q3 | 6687 | 24.54 |
| 2025Q4 | 3761 | 31.16 |
| 2026Q1 | 2843 | 19.69 |
| 2026Q2 | 1885 | 24.49 |
Where this signal concentrates in the comparison geography
MACRO PRESSUREInterest rates & policy+25.0percentile-point gap
Rate moves can reprice every loan book — lending and deposit products feel it first.
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
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 4280 | 25.11 |
| 2024Q4 | 3858 | 21.76 |
| 2025Q1 | 3549 | 14.18 |
| 2025Q2 | 4547 | 28.53 |
| 2025Q3 | 5712 | 20.96 |
| 2025Q4 | 5424 | 44.94 |
| 2026Q1 | 3474 | 24.07 |
| 2026Q2 | 2532 | 32.89 |
Where this signal concentrates in the comparison geography
DEMAND DRIVERLending & credit access+10.7percentile-point gap
Credit demand can pull origination, underwriting and collections capacity with it.
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
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 546 | 3.2 |
| 2024Q4 | 491 | 2.77 |
| 2025Q1 | 684 | 2.73 |
| 2025Q2 | 660 | 4.14 |
| 2025Q3 | 1147 | 4.21 |
| 2025Q4 | 641 | 5.31 |
| 2026Q1 | 745 | 5.16 |
| 2026Q2 | 388 | 5.04 |
Where this signal concentrates in the comparison geography
MACRO PRESSUREMarket volatility-17.9percentile-point gap
Volatility can drive trading, hedging and advice-seeking in the same week it spikes.
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
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 977 | 5.73 |
| 2024Q4 | 1025 | 5.78 |
| 2025Q1 | 1876 | 7.5 |
| 2025Q2 | 2401 | 15.06 |
| 2025Q3 | 1684 | 6.18 |
| 2025Q4 | 2076 | 17.2 |
| 2026Q1 | 2354 | 16.31 |
| 2026Q2 | 1691 | 21.97 |
Where this signal concentrates in the comparison geography
ADOPTION SHIFTCrypto & digital assets-57.1percentile-point gap
Crypto cycles can pull exchange, wallet and compliance demand in waves.
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
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 1155 | 6.78 |
| 2024Q4 | 1872 | 10.56 |
| 2025Q1 | 2232 | 8.92 |
| 2025Q2 | 2778 | 17.43 |
| 2025Q3 | 2139 | 7.85 |
| 2025Q4 | 3727 | 30.88 |
| 2026Q1 | 1974 | 13.67 |
| 2026Q2 | 995 | 12.93 |
Where this signal concentrates in the comparison geography
DEMAND DRIVERFinancial inclusion—supply not mapped
Inclusion pushes can pull low-cost payment and credit rails toward new users.
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
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 70 | 0.41 |
| 2024Q4 | 64 | 0.36 |
| 2025Q1 | 105 | 0.42 |
| 2025Q2 | 44 | 0.28 |
| 2025Q3 | 97 | 0.36 |
| 2025Q4 | 75 | 0.62 |
| 2026Q1 | 112 | 0.78 |
| 2026Q2 | 45 | 0.58 |
Where this signal concentrates in the comparison geography
TRUST FRICTIONFraud, scams & consumer trust—supply not mapped
Trust friction can reward whoever fixes service, complaints and fraud handling.
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
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 700 | 4.11 |
| 2024Q4 | 575 | 3.24 |
| 2025Q1 | 674 | 2.69 |
| 2025Q2 | 566 | 3.55 |
| 2025Q3 | 1058 | 3.88 |
| 2025Q4 | 636 | 5.27 |
| 2026Q1 | 1740 | 12.05 |
| 2026Q2 | 496 | 6.44 |
Where this signal concentrates in the comparison geography
COMPLIANCE PRESSUREData & privacy regulation—supply not mapped
Privacy rules can land as engineering requirements — consent, data handling and audit tooling follow.
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
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 269 | 1.58 |
| 2024Q4 | 214 | 1.21 |
| 2025Q1 | 619 | 2.47 |
| 2025Q2 | 307 | 1.93 |
| 2025Q3 | 614 | 2.25 |
| 2025Q4 | 416 | 3.45 |
| 2026Q1 | 527 | 3.65 |
| 2026Q2 | 220 | 2.86 |
Where this signal concentrates in the comparison geography
RESEARCH & CHANGING CONVERSATIONSRelated research and changing coverage
the United States crowdfunding platforms coverage
Expand panel +
Related research and changing coverage
the United States crowdfunding platforms coverage
Advertising, consumer awareness, and choice: evidence from the U.S. banking industry
The RAND Journal of Economics
167 citations in the snapshot
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
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
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
| Keyword | Recent articles | Prior articles | Share change |
|---|---|---|---|
| patent infringement | 394 | 24 | 1923.3% |
| cyber liability | 254 | 25 | 1152.2% |
| privacy policies | 207 | 24 | 963.0% |
| arbitration clause | 170 | 22 | 852.3% |
| ip litigation | 547 | 72 | 836.3% |
| antitrust investigations | 635 | 87 | 799.5% |
Share changes describe coverage in the stated comparison periods, not search demand or market size.
GEOGRAPHIC FOOTPRINTWhere companies are based
Company counts, hiring and disclosed funding across the recorded hubs.
Expand panel +
Where companies are based
Company counts, hiring and disclosed funding across the recorded hubs.
New York City
117 companies30.4% across the displayed hubs
7 companies hiring · $582.8M disclosed funding
Explore companies in New York City ↗San Francisco
86 companies22.3% across the displayed hubs
5 companies hiring · $1.0B disclosed funding
Explore companies in San Francisco ↗Los Angeles
49 companies12.7% across the displayed hubs
1 companies hiring · $319.7M disclosed funding
Explore companies in Los Angeles ↗
Chicago
32 companies8.3% across the displayed hubs
1 companies hiring · $6.7M disclosed funding
Explore companies in Chicago ↗
Austin
27 companies7.0% across the displayed hubs
1 companies hiring · $20.7M disclosed funding
Explore companies in Austin ↗
Boston
26 companies6.8% across the displayed hubs
1 companies hiring · $48.6M disclosed funding
Explore companies in Boston ↗
Houston
24 companies6.2% across the displayed hubs
1 companies hiring · $4.3M disclosed funding
Explore companies in Houston ↗San Diego
24 companies6.2% across the displayed hubs
1 companies hiring · $281.0M disclosed funding
Explore companies in San Diego ↗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 ↗