Radar · Industry landscape · the United States
Crowdfunding Platforms Landscape of the United States
1,316 Crowdfunding Platforms companies in the United States, in one picture: who is hiring, who is raising money, who founded them, where they are based, what the news is about, which skills employers want and where the research is going. Updated August 2026.
1,316companies tracked
$6.2Bdisclosed funding
40hiring right now
71events · 24 months
≥528,711news articles · 12 months
Who leads Crowdfunding Platforms in the United States
Tracks 1,316 U.S. crowdfunding platforms, highlighting which firms are hiring, have disclosed funding, or appear on leaderboards for size and financing.
open roles
Hiring now
ranked by live open roles
- 01
World\'s Finest Chocolate9last posted Jun 2026
- 02
Givzey6last posted Jan 2026
- 03
Donorbox5last posted Jan 2026
- 04
Blastathletics4last posted May 2026
- 05
GoodUnited4last posted May 2026
- 06
Fundraise Up4last posted Jan 2026
- 07
GoWithFund4last posted Feb 2026
- 08
CrowdStreet4last posted Apr 2026
40 companies hiring · 0 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
- 01
Ygrene Energy Fund$970MConventional Debt · Nov 2019
- 02
Renew Financial$872.8MConventional Debt · Oct 2023
- 03
Mosaic$726.9MConventional Debt · Nov 2016
- 04
Patreon$412.1MSeries F · Apr 2021
- 05
Equitymultiple$354.7MConventional Debt · Dec 2022
- 06
Dividend Finance$354.6MSeries B · Sep 2020
- 07
beatBread$258MSeries B · Aug 2025
- 08Classy$183.5MSeries D · Apr 2021
251 companies with disclosed rounds · $6.2B total
revenue
Revenue leaders
official filings first, else latest snapshot
- 01
- 02
Change$32kFY2022 filing
- 03
Neki$768FY2024 filing
3 companies with a revenue figure
headcount
Largest teams
ranked by tracked headcount
- 01
- 02
- 03
Agriculture Capital342tracked employees
- 04
Bloomerang337tracked employees
- 05
- 06
- 07
- 08
MAX Exchange94tracked employees
34 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
- 01
- 02
Odyssey Energy Solutions12.5%9 tracked events
- 03
- 04
- 05
Grateful5.6%4 tracked events
- 06
FarmTogether5.6%4 tracked events
- 07
Gravyty5.6%4 tracked events
- 08
Sol Systems5.6%4 tracked events
72 tracked events across 20 companies
web reach
Most-used apps
the sites in this sector the web visits most
- 01
BackerKittop 50kbackerkit.com
- 02
Givebuttertop 50kgivebutter.com
- 03
Bandcamptop 50kbandcamp.com
- 04
Buy Me A Coffeetop 50kbuymeacoffee.com
- 05
32auctionstop 50k32auctions.com
- 06
GiveSmarttop 50kgivesmart.com
- 07
- 08
Matcherinotop 100kmatcherino.com
337 companies here run a site with a measured audience · 66 of them sit inside the web’s top million
articles
In the news
Prism news coverage, last 12 months
- 01
- 02
Kickstarter≥1,075articles in the window
- 03
Rubik≥308articles in the window
- 04
- 05
- 06
Crowdpac≥12articles in the window
- 07
- 08
Sunrock≥11articles in the window
40 of these companies drew sector coverage in the window
Radar
See all 1,316 Crowdfunding Platforms companies in the United States
Filter by funding, headcount, hiring and location, and export the list.
How the Crowdfunding Platforms ecosystem in the United States grew, 2016–2025
Shows the annual count of new platform companies, peaking at 105 in 2016 and falling to 6 in 2025.
Companies founded / year
new Crowdfunding Platforms companies in the United States
20162025
peak 105 in 2016
Companies raising / year
with a disclosed round that year
20162025
peak 36 in 2016
Disclosed funding / year
sum of disclosed rounds (USD)
20162025
peak $1.5B in 2016
Where Crowdfunding Platforms companies in the United States are based
Lists the cities with the most platform firms, led by New York City (117), San Francisco (86), and Los Angeles (49).
Hub 01
New York City
117 Crowdfunding Platforms companies
30% of the Crowdfunding Platforms companies across these hubs
117companies
$582.8Mdisclosed funding
7hiring now
Hub 02
San Francisco
86 Crowdfunding Platforms companies
22% of the Crowdfunding Platforms companies across these hubs
86companies
$1Bdisclosed funding
5hiring now
Hub 03
Los Angeles
49 Crowdfunding Platforms companies
13% of the Crowdfunding Platforms companies across these hubs
49companies
$319.7Mdisclosed funding
1hiring now
Hub 04
Chicago
32 Crowdfunding Platforms companies
8% of the Crowdfunding Platforms companies across these hubs
32companies
$6.7Mdisclosed funding
1hiring now
Hub 05
Austin
27 Crowdfunding Platforms companies
7% of the Crowdfunding Platforms companies across these hubs
27companies
$20.7Mdisclosed funding
1hiring now
generated artwork
Hub 06
Boston
26 Crowdfunding Platforms companies
7% of the Crowdfunding Platforms companies across these hubs
26companies
$48.6Mdisclosed funding
1hiring now
Hub 07
Houston
24 Crowdfunding Platforms companies
6% of the Crowdfunding Platforms companies across these hubs
24companies
$4.3Mdisclosed funding
1hiring now
Hub 08
San Diego
24 Crowdfunding Platforms companies
6% of the Crowdfunding Platforms companies across these hubs
24companies
$281Mdisclosed funding
1hiring now
The Crowdfunding Platforms market map of the United States: what these companies actually do
Breaks down the main product sub‑categories—fintech, enterprise tech, consumer digital, etc.—and the most common revenue models such as subscription, transaction commission, and advertising.
- Fintech982 companies · $6.1B raised · 36 hiring
- Enterprise Tech916 companies · $4.5B raised · 34 hiring
- Consumer Digital719 companies · $4B raised · 17 hiring
- Enterprise Software416 companies · $961.1M raised · 16 hiring
- Marketplaces323 companies · $2.2B raised · 9 hiring
- SaaS283 companies · $719.9M raised · 10 hiring
- Sharing Economy196 companies · $2B raised · 6 hiring
- Real Estate Financing Tech114 companies · $936M raised · 4 hiring
- Blockchain in Financial Services61 companies · $59.4M raised
- Socialfi46 companies · $18.1M raised
- Equity Investments in Artists31 companies · $273.6M raised
- Nbfc Lenders30 companies · $3.1B raised · 7 hiring
Monetization
How Crowdfunding Platforms companies make money
How many companies earn revenue each way. Plenty use more than one model, so the counts add up to more than the sector.
Subscription767
Commission on Transaction636
Advertising493
Fee-For-Service345
E-Commerce - Service313
Donations194
Sponsorship127
Freemium97
Funding, M&A and the deals moving Crowdfunding Platforms in the United States
Counts 71 corporate events over the past two years, including lawsuits, key‑person moves, funding rounds, mergers, and new product announcements.
Lawsuit 16Leadership 16Funding 13M&A 8Product 7Assets 5Capital 4Layoffs 2
- M&AArbiter, backed by Accel-KKR, acquired Vertical Raise...2026-04-03
- FundingLast year, beatBread raised $124 million in fresh funding, including equity capital from Citi, Deciens Capital, Mucker Capital, and Advantage Capital.2026-01-20
- FundingWe 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.2026-01-13
- M&AUJET, a San Francisco-based company that sells AI-powered contact center technology, has acquired Spiral, a Seattle startup that helps businesses analyze customer conversations.2025-11-18
- FundingGrateful, the Harrogate and London-based automated tip pooling and tronc platform, has raised £1.5 million in Seed funding.2025-10-17
- FundingSol 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.2025-07-16
- M&AInternational Holding Company (IHC) has acquired eFunder, the UAE’s private financing platform for small and medium-sized enterprises (SMEs).2025-07-15
- M&ABlue Yonder continues to demonstrate its commitment to sustainability with its latest acquisition of a UK-based Pledge Earth Technologies (Pledge).2025-06-23
- M&ACinelytic , 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.2025-03-12
- M&AGive InKind has become a wholly-owned subsidiary of Wolfe, a gift card fulfillment company, as the result of an acquisition announced on Monday.2025-03-04
Mergers and acquisitions
Deals from the last 24 months where a Crowdfunding Platforms company in the United States was the buyer or the one bought, newest first. “Undisclosed” means the price was never published — not that the deal was worth nothing.
| Acquirer | Target | Deal value | Status | Date |
|---|---|---|---|---|
| undisclosed | Announced | 2026-04-03 | ||
| undisclosed | Announced | 2025-11-18 | ||
| Exodus Movement | undisclosed | Announced | 2025-11-11 | |
| undisclosed | Announced | 2025-07-16 | ||
| undisclosed | Completed | 2025-07-15 | ||
| undisclosed | Announced | 2025-06-23 |
Who is listing, hiring leaders, launching and winning work
Provides details on leadership changes and product launches among the tracked events.
Leadership moves
10 tracked people moves · last 12 months
Product launches
tracked launches · last 12 months
OpenVCNYSE OpenVC 500 Index (Index)May 2026
Who is building Crowdfunding Platforms in the United States
Profiles 775 founders and CEOs across 588 platforms, noting frequent alma maters like Harvard (11) and common prior employers such as Microsoft (4).
Founders and chief executives12 of 775, from the best-funded companies on this page
Equitymultiple, ex-Brickman, ex-Db Zwirn, University of Chicago
ex-American Infrastructure MLP Funds, Merrill Lynch, The Idea Village, Alvarez and Marsal. Tulane University
Utah Tech University, ex-Ciger Asset Management, ex-Ccc Information Services, Stanford University, 2005
Co-Founder Campus On Fire, Ex-Simplenight, TrackToc, Cuzie. NYU Tandon School of Engineering BS 2004, Harvard Extension School MS 2014
Maxex, ex-Mccallum Capital, ex-Five Oaks Investment, Washington and Lee University, 1985
Crowdstreet, ex-Compass Commercial Real Estate Services, ex-Us Bank, University of Colorado Boulder, 1997
Ex-Fast, Founder Happening. The George Washington University BS 2017
Farmtogether, ex-Amerra Capital Management, ex-Banco Pine, The University of Chicago Booth School of Business
Ex-Booz Allen Hamilton, CACI International. Georgetown University MA 2008
Where the founders studied
alma mater on record for 92 of 775 founders
Harvard University11
Stanford University10
Cornell University8
University of Pennsylvania6
Columbia University6
Massachusetts Institute of Technology5
Yale University5
University of Oxford5
Where they worked before
a previous employer on record for 20 of 775 founders
Microsoft4
Facebook3
Intel3
Boston Consulting Group2
Google2
Goldman Sachs2
Amazon1
Apple1
Founders flagged as repeat founders
of 642 founders with a profile on this page
7
carry a repeat-founder flag
- flagged as repeat founders7
- no repeat-founder flag635
Radar
Look up the people behind Crowdfunding Platforms companies in the United States
Search founders, executives and operators by company, role and location.
Who funds Crowdfunding Platforms in the United States
Records 435 funding rounds since 2016 from 375 investors, with an average round size of $1.7 million.
| Investor · most active investors since 2016 | Rounds | Led | Latest |
|---|---|---|---|
| Techstars | 9 | 6 | Aug 2024 |
| Seven Peaks Ventures | 7 | 3 | Oct 2022 |
| Rally Ventures | 6 | 2 | Oct 2022 |
| Y Combinator | 5 | 5 | Jan 2022 |
| Index Ventures | 5 | 2 | Apr 2022 |
| Green Visor Capital | 5 | 1 | Oct 2022 |
| Thrive Capital | 4 | 3 | Sep 2020 |
| Grotech Ventures | 4 | 2 | Oct 2022 |
| Freestyle | 4 | 1 | May 2022 |
| 500 Global | 3 | 3 | Feb 2017 |
Stage mix · rounds since 2016
Seed & Angel216
Series A–B106
Series C+ / PE25
Grants, debt & other88
The typical round is $1.7M — half were bigger, half smaller.
The biggest Crowdfunding Platforms funding rounds in the United States
Highlights the largest disclosed round—Mosaic’s $220 million Series C—and lists ten other large recent rounds.
| Company | Round | Size | When | Backers |
|---|---|---|---|---|
| Series C | $220M | Aug 2016 | Warburg Pincus, Core Innovation Capital, Obvious Ventures | |
| Series F | $155M | Apr 2021 | Tiger Global Management, Woodline Partners, Wellington +4 more | |
| Series B | $124M | Aug 2025 | Citi, Deciens Capital, Mucker +1 more | |
| Classy | Series D | $118M | Apr 2021 | Salesforce Ventures, Hinge Capital, Norwest |
| Series A | $100M | Nov 2022 | Variant Investments | |
| Series C | $95M | Dec 2016 | Lightyear Capital | |
| Series E | $90M | Sep 2020 | New Enterprise Associates, Wellington, Glade Brook Capital +4 more | |
| Series C | $90M | Aug 2021 | Elysian Park | |
| Series D | $78.3M | Feb 2016 | Angeleno Group, Claremont Creek Ventures, NGEN Partners +4 more | |
| Series B | $70M | Dec 2024 | Summit Partners, Telescope Partners |
Venture round sizes · 2023–2025
<$1M12
$1–10M28
$10–50M7
$50–250M3
>$250M0
50 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
SeedundisclosedMar 2026
What the news says about Crowdfunding Platforms in the United States
Counts 528,711 news articles in the last year, covering topics such as cryptocurrency effects, economic indicators, trade wars, and interest‑rate impacts.
News volume
Crowdfunding Platforms coverage across United States · articles per quarter
2021Q22026Q1
peak ≥185,622 in 2025Q1 · ≥528,711 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 67% → 64%, negative 32% → 34% across 2021–2025.
What the coverage is about
The subjects that dominate Crowdfunding Platforms news in United States. The arrow shows whether each one is being written about more or less than a year ago.
- Cryptocurrency impact on forex markets≥256,685▲+42%
- Economic indicators (gdp, cpi, unemployment)≥85,368→+7%
- Trade wars and geopolitical impacts≥83,564▲+18%
- Interest rate decisions and impacts≥72,480▲+16%
- Central bank monetary policy announcements≥65,419→+8%
- Federal reserve policy meeting summaries≥64,366▲+16%
- Global recession risks and forecasts≥63,436▲+13%
- Regulatory compliance in foreign exchange trading≥50,230▲+84%
- Foreign exchange (forex) rate fluctuations≥49,040▲+41%
- Quarterly and annual financial results≥48,582▲+30%
Most-covered companies · last 12 months
- ≥1,513
- ≥1,075
- ≥308
- ≥19
- ≥14
- ≥12
- ≥12
- ≥11
- ≥9
- ≥7
40 Crowdfunding Platforms companies here were named in the news over this period.
Prism
Watch Crowdfunding Platforms coverage in United States as it happens
Prism follows these subjects story by story — which companies are named, what is said about them and how the tone moves.
Momentum
The words getting louder — and quieter
Which terms are showing up in more stories than a year ago, and which are fading. The percentage is the change in how many articles mention them.
stablecoin fx impact+132%stock price+116%etf trading+143%investment deal+432%etfs+140%decentralized forex+98%sector etfs+138%etf structures+145%etf products+153%share price+155%
flood stage forecasting-99%hydrologic risk modeling-100%coastal flooding study-98%flood control measures-98%severe weather warning-89%
The pressures the press keeps returning to
Three recurring angles in United States Crowdfunding Platforms coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
≥1,276,365 articles touch this dimension · 49.0% critical tone
20212025
signals: economic slowdown, stock performance, currency intervention policies
Funding Momentum ▲ rising
≥268,477 articles touch this dimension · 37.5% critical tone
20212025
signals: inflation reports fx, currency intervention policies, trade deficits fx
Growth ▲ rising
≥402,987 articles touch this dimension · 43.1% critical tone
20212025
signals: gdp growth forex, inflation reports fx, trade deficits fx
Crowdfunding Platforms jobs in the United States: who is hiring and what they ask for
Lists 973 job postings from 73 firms in the past year, with top skills in Python, SQL, React, TypeScript, and a median salary of $80 k.
973postings · last 12 months
1,473postings tracked overall
73employers advertising
$80kmedian advertised salary/yr (n=140)
Demand
The Skills Employers Ask For
What Crowdfunding Platforms employers in the United States put in their job ads. The bar is how many postings ask for it; the arrow shows whether demand grew or shrank against the year before.
- python65▲
- sql44▲
- react34▲
- typescript26▲
- javascript26▲
- laravel20▲
- excel20▲
- php16▲
- postgresql15▲
- machine learning14▲
What level are these roles?
Entry2
Intern14
Senior116
Lead29
Manager348
What they pay, by level
- Manager$105k/yr (n=31)
Most advertised titles
- 21
- 15
- 12
- 12
- 11
- 11
What Crowdfunding Platforms research in the United States is working on
Indexes 907 U.S. academic papers, categorizing them into identified problems (193), cautions (88), and opportunities (425).
How this field talks about itself
United States-affiliated Crowdfunding Platforms papers (gold) against all published research (grey)
Promising36.2% · 36.7%≈ par
Problem-identifying19.8% · 9.8%2.0×
Descriptive19.5% · 17.3%≈ par
Breakthrough10.7% · 26.5%0.4×
Cautionary9.7% · 4.8%2.0×
Comparative2.6% · 3.9%0.7×
How the work is done
Empirical41.6%
Reviews23.0%
Methods-led17.2%
Position pieces16.6%
Theoretical1.5%
How the research reads
92% positive · 1% neutral · 7% negative, across 907 papers.
The institutions doing the work · United States
- 667
- 654
- 653
- 643
- 623
- 307
ranked by how often their work is cited
Leading researchers · United States-affiliated work
Itay Goldstein · Wei Jiang · George Andrew Karolyi · Thomas Philippon · Andrei Kirilenko · Andrew W. Lo · Vikram Haksar · Dong He
The most-cited breakthroughs
- E.T.-RNN · 87 cites
- Evolutionary Approaches and the Construction of Technology-Driven Regulations · 79 cites
- Eagle Strategy Arithmetic Optimisation Algorithm with Optimal Deep Convolutional Forest Based FinTech Application for Hyper-automation · 32 cites
- FinTech and consumers: a systematic review and integrative framework · 28 cites
- Blockchain technology and real-time auditing: Transforming financial transparency and fraud detection in the Fintech industry · 12 cites
Common problems researchers identify150 papers · 4 recurring themes
Problems · theme 01
FinTech and Regulatory Gaps
55 papers · 36.7% of this block
▲ +8% share2022→2025 share of research on this subject
Researchers highlight mismatches between emerging financial technologies and existing regulatory frameworks.
FinTech · Financial services · Financial regulation · Financial system
“FINANCIAL INCLUSION THROUGH TECHNOLOGY: A REVIEW OF TRENDS IN EMERGING MARKETS”
55 of these papers raise it as a problem
Problems · theme 02
Inclusion Barriers in Digital Finance
42 papers · 28.0% of this block
▲ +19% share2022→2025 share of research on this subject
Studies point to persistent obstacles preventing broad access to digital financial services.
Financial inclusion · Financial services · Retail banking · Payment
“Leveraging Financial Inclusion Through Technology-Enabled Services Innovation”
42 of these papers raise it as a problem
Problems · theme 03
Crypto‑Related Security Risks
33 papers · 22.0% of this block
▲ +14% share2022→2025 share of research on this subject
Papers discuss fraud, data breaches, and resilience challenges in cryptocurrency transactions.
Cryptocurrency · Resilience · Data breach · Financial transaction
“Machine Learning Approaches for Fraud Detection and Risk Assessment in Mobile Banking Applications and Fintech Solutions”
33 of these papers raise it as a problem
Problems · theme 04
Risk Management Integration Issues
20 papers · 13.3% of this block
▲ +84% share2022→2025 share of research on this subject
Research notes difficulties merging advanced analytics with traditional financial risk controls.
Financial services · Leverage · Risk management · Financial risk
“Integrating Risk Management in Fintech and Traditional Financial Institutions through AI and Machine Learning”
20 of these papers raise it as a problem
Cautions67 papers · 3 recurring themes
Cautions · theme 01
Crypto‑Payment System Interdependence
24 papers · 35.8% of this block
▲ +33% share2022→2025 share of research on this subject
Authors warn that peer‑to‑peer lending and crypto markets may affect financial inclusion stability.
Cryptocurrency · Mobile payment · Financial inclusion · Financial services
“Interdependence between online peer‐to‐peer lending and cryptocurrency markets and its effects on financial inclusion”
24 of these papers raise it as a problem
Cautions · theme 02
Systemic Risks from FinTech Scale
23 papers · 34.3% of this block
▲ +41% share2022→2025 share of research on this subject
Works caution that rapid FinTech growth could amplify systemic vulnerabilities in the financial system.
FinTech · Financial services · Systemic risk · Big data
“FinTech and Sustainable Finance: How is FinTech Shaping the Future of Sustainable Finance?”
23 of these papers raise it as a problem
Cautions · theme 03
Bias and Transparency in AI Finance
18 papers · 26.9% of this block
▲ +249% share2022→2025 share of research on this subject
Scholars raise concerns about algorithmic bias and lack of openness in AI‑driven financial services.
Financial services · Transformative learning · FinTech · Transparency
“Artificial Intelligence, Machine Learning, and Bias In Finance: Toward Responsible Innovation”
18 of these papers raise it as a problem
A further 2 papers sit in smaller, scattered themes.
Opportunities314 papers · 6 recurring themes
Opportunities · theme 01
Mobile Solutions for Inclusion
82 papers · 26.1% of this block
▲ +128% share2022→2025 share of research on this subject
Research highlights mobile payment tools as a pathway to reach unbanked and underbanked groups.
Financial inclusion · Mobile payment · Financial literacy · Financial services
“Advancing financial inclusion through fintech: Solutions for unbanked and underbanked populations”
Opportunities · theme 02
FinTech‑Driven Service Innovation
60 papers · 19.1% of this block
▲ +19% share2022→2025 share of research on this subject
Papers explore how new technologies reshape payment processes and financial product design.
FinTech · Financial innovation · Financial services · Payment
“FinTech and Financial Innovation: Drivers and Depth”
Opportunities · theme 03
AI‑Enabled Sustainable Finance
56 papers · 17.8% of this block
▲ +317% share2022→2025 share of research on this subject
Studies examine artificial intelligence’s role in creating environmentally responsible financial technologies.
Financial services · Transformative learning · Financial market · Systemic risk
“Empowering Financial Services: The Transformative Impact of AI on FinTech Innovation”
Opportunities · theme 04
Predictive Analytics for Risk Management
56 papers · 17.8% of this block
▲ +25% share2022→2025 share of research on this subject
Works focus on using advanced analytics to improve risk evaluation and market forecasting.
Financial services · Analytics · Scalability · Leverage
“Transforming financial services through predictive analytics and banking systems integration”
Opportunities · theme 05
Blockchain for Transparency
30 papers · 9.6% of this block
▲ +12% share2022→2025 share of research on this subject
Research proposes blockchain as a tool for real‑time auditing and fraud reduction.
Blockchain · Cryptocurrency · Digital currency · Currency
“Blockchain technology and real-time auditing: Transforming financial transparency and fraud detection in the Fintech industry”
Opportunities · theme 06
Deep Learning in Fraud Detection
30 papers · 9.6% of this block
→ -0% share2022→2025 share of research on this subject
Papers demonstrate deep‑learning models for identifying credit card fraud and credit‑risk anomalies.
Credit risk · Credit card fraud · Database transaction · Credit card
“Deep Learning in Financial Fraud Detection: Innovations, Challenges, and Applications”
Which of these themes are growing fastest
Tracks how the share of research themes has shifted from 2022 to 2025.
Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Risk Management Integration Issues▲+84%
Inclusion Barriers in Digital Finance▲+19%
Crypto‑Related Security Risks▲+14%
FinTech and Regulatory Gaps▲+8%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Bias and Transparency in AI Finance▲+249%
Systemic Risks from FinTech Scale▲+41%
Crypto‑Payment System Interdependence▲+33%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
AI‑Enabled Sustainable Finance▲+317%
Mobile Solutions for Inclusion▲+128%
Predictive Analytics for Risk Management▲+25%
FinTech‑Driven Service Innovation▲+19%
Blockchain for Transparency▲+12%
Deep Learning in Fraud Detection▼-0%
Prism
Go deeper on Crowdfunding Platforms research and innovation
Research themes, patent activity and the companies commercialising them, in one place.
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About this data: built from Fliar's company, founder, funding, hiring, jobs, news and research trackers, covering the United States. Counts are of companies we track, not of every company that exists. Updated August 2026.
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