Radar›Companies›Finance Services Stocks in USA: Prism Readiness Cohort 3
United States finance services industry landscape illustrating listed-company operations, infrastructure and market activity
Prism Finance USA · comparison snapshot

Finance Services Stocks in USA: Prism Readiness Cohort 3

A five-company finance services cohort selected by Prism readiness, then compared across market path, filings, profitability, readiness, Prism attention and industry context.

Snapshot: 01 September 2026Not investment adviceRanked by Prism readiness
Readiness leaderUpstart · 41
Strongest available pathCipher Mining · +41.3%
Widest latest marginCoinbase · 17.6%
Companies compared5 · U.S.-listed
01 · Readiness ranking

Five companies, one comparable score

Companies are ordered by the Fliar BI Prism readiness score used by the Prism Finance USA source pack. The score is a research signal, not a recommendation.

Readiness #1UPST · Nasdaq

Upstart

A U.S.-listed issuer classified by the SEC in Finance Services

Founded 2012Palo Alto, California$2.62B market cap
View full Companies Radar profile
41Cautious
Snapshot price$27.39as of page date
Monthly-close return-91.3%five-year window
FY2022 revenue$0.91BUpstart Holdings, Inc.
Net margin-12.0%FY2022
P/E snapshot52.7xone ratio, not a verdict
Prism attention2.5%share across these five
Filing track recordRevenue, USD billions
+13.2%
$0$0.3B$0.6B$0.9BFY2021: $0.801BFY2022: $0.907B20212022
FY2021–FY2022 · 2 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 13.2%
52-week position7% through range
$23.96$72.85
News mentions5.2K
Community mentions0partial coverage
U.S.-scope patents56
Prism Insights

What sits behind the readiness signal

Observed risk 8/100higher means more observed risk
Earnings signal28/100
Management stability90/100
Market position32/100
Capital-event signal72/100
Innovation pulse7/100
Management signal

No leadership-churn flag in the model; 6 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 2 M&A involvements, 3 asset-acquisition events and 7 contract events.

Innovation activity

Prism records 10 lifetime product-launch events, 1 in the latest 360 days, and 0 company announcements in that window.

Recent risk watch

Recent available records contain 3 lawsuit, 0 regulatory and 0 layoff events across their stated windows.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

Readiness #2CIFR · Nasdaq

Cipher Mining

A U.S.-listed issuer classified by the SEC in Finance Services

Founded 2017New York City$6.06B market cap
View full Companies Radar profile
40Cautious
Snapshot price$14.61as of page date
Monthly-close return+41.3%five-year window
FY2025 revenue$0.22BCipher Digital Inc.
Net margin-367.2%FY2025
P/E snapshot49.5xone ratio, not a verdict
Prism attention1.1%share across these five
Filing track recordRevenue, USD billions
+7273.8%
$0$0.1B$0.1B$0.2BFY2022: $0.003BFY2023: $0.127BFY2024: $0.151BFY2025: $0.224B2022202320242025
FY2022–FY2025 · 4 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 319.3%
52-week position33% through range
$7.08$30.14
News mentions2.2K
Community mentions0partial coverage
U.S.-scope patents0
Prism Insights

What sits behind the readiness signal

Observed risk 0/100higher means more observed risk
Earnings signal34/100
Management stability70/100
Market position50/100
Capital-event signal47/100
Innovation pulse0/100
Management signal

No leadership-churn flag in the model; 0 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 4 M&A involvements, 2 asset-acquisition events and 5 contract events.

Innovation activity

Prism records 0 lifetime product-launch events, 0 in the latest 360 days, and 0 company announcements in that window.

Recent risk watch

No lawsuit or regulatory event is recorded in the latest 360-day window and no layoff event in the latest 180-day window. This is not legal clearance.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

Readiness #3RIOT · Nasdaq

Riot Platforms

A U.S.-listed issuer classified by the SEC in Finance Services

Founded 2000Castle Rock, Colorado$6.68B market cap
View full Companies Radar profile
39Cautious
Snapshot price$17.79as of page date
Monthly-close return-30.8%five-year window
FY2025 revenue$0.65BRiot Platforms, Inc.
Net margin-102.4%FY2025
P/E snapshot-19.0xone ratio, not a verdict
Prism attention1.7%share across these five
Filing track recordRevenue, USD billions
+203.6%
$0$0.2B$0.4B$0.6BFY2021: $0.213BFY2022: $0.259BFY2023: $0.281BFY2024: $0.377BFY2025: $0.647B20212022202320242025
FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 32.0%
52-week position33% through range
$11.50$30.32
News mentions3.7K
Community mentions0partial coverage
U.S.-scope patents0
Prism Insights

What sits behind the readiness signal

Observed risk 0/100higher means more observed risk
Earnings signal68/100
Management stability70/100
Market position14/100
Capital-event signal15/100
Innovation pulse0/100
Management signal

No leadership-churn flag in the model; 0 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 6 M&A involvements, 2 asset-acquisition events and 1 contract events.

Innovation activity

Prism records 0 lifetime product-launch events, 0 in the latest 360 days, and 0 company announcements in that window.

Recent risk watch

No lawsuit or regulatory event is recorded in the latest 360-day window and no layoff event in the latest 180-day window. This is not legal clearance.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

Readiness #4COIN · Nasdaq

Coinbase

A U.S.-listed issuer classified by the SEC in Finance Services

Founded 2012Dallas$46.65B market cap
View full Companies Radar profile
36Cautious
Snapshot price$176.8as of page date
Monthly-close return-22.3%five-year window
FY2025 revenue$7.18BCoinbase Global, Inc.
Net margin17.6%FY2025
P/E snapshot62.0xone ratio, not a verdict
Prism attention94.5%share across these five
Filing track recordRevenue, USD billions
-8.4%
$0$2.6B$5.2B$7.8BFY2021: $7.839BFY2022: $3.194BFY2023: $3.108BFY2024: $6.564BFY2025: $7.181B20212022202320242025
FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR -2.2%
52-week position14% through range
$139.1$402.2
News mentions198.4K
Community mentions390.5Kpartial coverage
U.S.-scope patents375
Prism Insights

What sits behind the readiness signal

Observed risk 26/100higher means more observed risk
Earnings signal30/100
Management stability90/100
Market position25/100
Capital-event signal85/100
Innovation pulse11/100
Management signal

No leadership-churn flag in the model; 2 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 14 M&A involvements, 2 asset-acquisition events and 1 contract events.

Innovation activity

Prism records 6 lifetime product-launch events, 2 in the latest 360 days, and 0 company announcements in that window.

Recent risk watch

Recent available records contain 4 lawsuit, 1 regulatory and 3 layoff events across their stated windows.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

Readiness #5AIXC · Nasdaq

Qualigen

A U.S.-listed issuer classified by the SEC in Finance Services

Founded 2004Carlsbad$15.8M market cap
View full Companies Radar profile
34Cautious
Snapshot price$0.78as of page date
Monthly-close return-99.9%five-year window
FY2022 revenue$0.01BAIxCrypto Holdings, Inc.
Net margin-374.0%FY2022
Prism attention0.2%share across these five
Filing track recordRevenue, USD billions
-11.9%
$0$0.0B$0.0B$0.0BFY2021: $0.006BFY2022: $0.005B20212022
FY2021–FY2022 · 2 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR -11.9%
52-week position2% through range
$0.59$8.81
News mentions500
Community mentions0partial coverage
U.S.-scope patents94
Prism Insights

What sits behind the readiness signal

Observed risk 4/100higher means more observed risk
Earnings signal62/100
Management stability55/100
Market position10/100
Capital-event signal25/100
Innovation pulse0/100
Management signal

Leadership churn is flagged elevated; 9 key-person events were recorded in the latest 360-day window.

Market activity

Available history contains 7 M&A involvements, 0 asset-acquisition events and 2 contract events.

Innovation activity

Prism records 0 lifetime product-launch events, 0 in the latest 360 days, and 0 company announcements in that window.

Recent risk watch

Recent available records contain 0 lawsuit, 1 regulatory and 0 layoff events across their stated windows.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

02 · Side-by-side

The comparisons that change the picture

Every bar preserves its own meaning. Price return, revenue scale, profitability and attention are deliberately not blended into one recommendation.

Available monthly-close return

Dated window printed on each company card; not a forecast.

Cipher Mining
+41.3%
Coinbase
-22.3%
Riot Platforms
-30.8%
Upstart
-91.3%
Qualigen
-99.9%

Latest revenue

USD billions, official filing scope shown on each company card.

Coinbase
$7.18B
Upstart
$0.91B
Riot Platforms
$0.65B
Cipher Mining
$0.22B
Qualigen
$0.01B

Latest profit margin

Company-card labels distinguish continuing-operations and net-income scope.

Coinbase
17.6%
Upstart
-12.0%
Riot Platforms
-102.4%
Cipher Mining
-367.2%
Qualigen
-374.0%

Prism news attention

Normalized share across these five names; attention is not quality.

Coinbase
94.5%
Upstart
2.5%
Riot Platforms
1.7%
Cipher Mining
1.1%
Qualigen
0.2%
03 · Prism readout

What the signals say—and what they do not

The headline share is normalized finance services news attention across these five names. Partial community coverage and U.S.-scope patent records are displayed separately and are not blended into it.

Scale + attention

Coinbase leads the conversation

It holds 94.5% of measured finance services news attention and also carries the basket's largest revenue base at $7.18B.

Price path

Cipher Mining leads the available price paths

Its monthly-close return is +41.3% for the five-year window. At the other end, Qualigen is -99.9% for its five-year window. Windows printed on each card must be compared carefully; price history is not a forecast.

Profitability

Coinbase has the widest latest margin

Its FY2025 net margin is 17.6%. Its revenue history in this snapshot spans only the periods printed on its card, so longer histories are not treated as equivalent.

Price vs operating signals

Riot Platforms shows why one ratio is not a verdict

It has the basket's lowest snapshot P/E at -19.0x while its five-year window price return is -30.8%. Valuation, price path and readiness answer different questions.

04 · Research areas

Deeper Prism readout where coverage is dense

Shown only for companies with more than 800 available Prism news records. Counts describe the available research corpus, not company quality.

Areas of research · UPST

Upstart

5,202available Prism news records

Prism top themes

Price action & investor response
312
Macro demand & rates
113
Earnings & financial performance
101
Legal, arbitration & regulatory
36
Capital allocation & transactions
20

Mapped subcategory tag occurrences; one article may contribute more than one tag. Since 2024-01-01.

News-volume growth

+5.9%755 latest 12m vs 713 prior 12m
2024-01: 90 mentions2024-02: 57 mentions2024-03: 54 mentions2024-04: 43 mentions2024-05: 55 mentions2024-06: 53 mentions2024-07: 49 mentions2024-08: 55 mentions2024-09: 63 mentions2024-10: 63 mentions2024-11: 67 mentions2024-12: 54 mentions2025-01: 45 mentions2025-02: 71 mentions2025-03: 83 mentions2025-04: 62 mentions2025-05: 64 mentions2025-06: 37 mentions2025-07: 28 mentions2025-08: 88 mentions2025-09: 66 mentions2025-10: 57 mentions2025-11: 80 mentions2025-12: 29 mentions2026-01: 38 mentions2026-02: 88 mentions2026-03: 104 mentions2026-04: 98 mentions2026-05: 69 mentions2026-06: 10 mentions2024-012026-06

Machine-classified coverage tone

84.8% positive-5.1 pp vs preceding four quarters
24Q3
24Q4
25Q1
25Q2
25Q3
25Q4
26Q1
26Q2

Tone of available coverage, not business performance or an investment outlook.

Frequent keywords

personal loan eligibility 146personal loan application 139personal loan documentation 127subprime personal loans 80installment loans poor credit 71secured loan options 71stock performance 70emergency bad credit loans 68

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-25–2026-06-15 · trend and themes shown through 2026-06
Areas of research · CIFR

Cipher Mining

2,240available Prism news records

Prism top themes

Price action & investor response
163
Macro demand & rates
106
Earnings & financial performance
62
Legal, arbitration & regulatory
29
Capital allocation & transactions
6

Mapped subcategory tag occurrences; one article may contribute more than one tag. Since 2024-01-01.

News-volume growth

+189.3%1,241 latest 12m vs 429 prior 12m
2024-01: 56 mentions2024-02: 10 mentions2024-03: 25 mentions2024-04: 32 mentions2024-05: 20 mentions2024-06: 29 mentions2024-07: 36 mentions2024-08: 33 mentions2024-09: 43 mentions2024-10: 24 mentions2024-11: 31 mentions2024-12: 16 mentions2025-01: 39 mentions2025-02: 52 mentions2025-03: 37 mentions2025-04: 32 mentions2025-05: 29 mentions2025-06: 57 mentions2025-07: 38 mentions2025-08: 44 mentions2025-09: 254 mentions2025-10: 102 mentions2025-11: 233 mentions2025-12: 98 mentions2026-01: 78 mentions2026-02: 136 mentions2026-03: 87 mentions2026-04: 62 mentions2026-05: 97 mentions2026-06: 12 mentions2024-012026-06

Machine-classified coverage tone

76.2% positive-1.0 pp vs preceding four quarters
24Q3
24Q4
25Q1
25Q2
25Q3
25Q4
26Q1
26Q2

Tone of available coverage, not business performance or an investment outlook.

Frequent keywords

crypto volatility fx 39stock performance 28stablecoin fx impact 26bitcoin price 25invesco currency etfs 22stock price 22fx etfs 18currency etfs 18

Keyword tag occurrences in available Prism news records.

Coverage: 2010-05-19–2026-06-19 · trend and themes shown through 2026-06
Areas of research · RIOT

Riot Platforms

3,660available Prism news records

Prism top themes

Macro demand & rates
205
Price action & investor response
113
Legal, arbitration & regulatory
98
Earnings & financial performance
69
Leadership & governance
15

Mapped subcategory tag occurrences; one article may contribute more than one tag. Since 2024-01-01.

News-volume growth

-37.5%942 latest 12m vs 1,506 prior 12m
2024-01: 104 mentions2024-02: 135 mentions2024-03: 102 mentions2024-04: 65 mentions2024-05: 67 mentions2024-06: 126 mentions2024-07: 117 mentions2024-08: 104 mentions2024-09: 117 mentions2024-10: 97 mentions2024-11: 124 mentions2024-12: 227 mentions2025-01: 184 mentions2025-02: 110 mentions2025-03: 106 mentions2025-04: 124 mentions2025-05: 97 mentions2025-06: 99 mentions2025-07: 72 mentions2025-08: 58 mentions2025-09: 92 mentions2025-10: 93 mentions2025-11: 63 mentions2025-12: 74 mentions2026-01: 85 mentions2026-02: 118 mentions2026-03: 66 mentions2026-04: 134 mentions2026-05: 77 mentions2026-06: 10 mentions2024-012026-06

Machine-classified coverage tone

70.4% positive-2.3 pp vs preceding four quarters
24Q3
24Q4
25Q1
25Q2
25Q3
25Q4
26Q1
26Q2

Tone of available coverage, not business performance or an investment outlook.

Frequent keywords

stablecoin fx impact 72invesco currency etfs 64currency etfs 64bitcoin price 60stock performance 55currency basket etfs 42fx etfs 31economic slowdown 29

Keyword tag occurrences in available Prism news records.

Coverage: 2016-12-09–2026-06-05 · trend and themes shown through 2026-06
Areas of research · COIN

Coinbase

198,386available Prism news records

Prism top themes

Legal, arbitration & regulatory
9,903
Macro demand & rates
3,718
Price action & investor response
1,613
Capital allocation & transactions
238
Earnings & financial performance
211

Mapped subcategory tag occurrences; one article may contribute more than one tag. Since 2024-01-01.

News-volume growth

+1.3%42,532 latest 12m vs 41,992 prior 12m
2024-03: 1,823 mentions2024-04: 1,533 mentions2024-05: 1,534 mentions2024-06: 1,297 mentions2024-07: 1,667 mentions2024-08: 2,324 mentions2024-09: 2,546 mentions2024-10: 2,678 mentions2024-11: 4,074 mentions2024-12: 4,151 mentions2025-01: 4,294 mentions2025-02: 4,179 mentions2025-03: 3,870 mentions2025-04: 3,239 mentions2025-05: 4,009 mentions2025-06: 3,442 mentions2025-07: 2,639 mentions2025-08: 2,871 mentions2025-09: 3,086 mentions2025-10: 4,411 mentions2025-11: 3,513 mentions2025-12: 3,662 mentions2026-01: 3,125 mentions2026-02: 4,294 mentions2026-03: 4,500 mentions2026-04: 9,145 mentions2026-05: 5,664 mentions2026-06: 1,114 mentions2026-07: 13 mentions2026-08: 5 mentions2024-032026-08

Machine-classified coverage tone

65.4% positive-4.5 pp vs preceding four quarters
24Q4
25Q1
25Q2
25Q3
25Q4
26Q1
26Q2
26Q3

Tone of available coverage, not business performance or an investment outlook.

Frequent keywords

stablecoin fx impact 6,172decentralized forex 3,966currency etfs 2,353invesco currency etfs 2,170crypto volatility fx 2,114currency basket etfs 1,797fx etfs 1,396crypto-fiat arbitrage 1,212

Keyword tag occurrences in available Prism news records.

Coverage: 2010-05-21–2026-08-04 · trend and themes shown through 2026-08
05 · Community discussion

Common topics where conversation clears the gate

Shown only above 25 entity-matched mentions. Coverage is partial and topic counts exclude identified namesake noise.

COIN

Coinbase

390,504 mentions
Products, pricing and logistics
301,833
Stock and valuation
19,366
Workplace and hiring
3,507
Other company context
943

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 390,504 records remained after filtering.

06 · Company event log

Common news types and recent highlights

Event patterns and selected recent headlines come from available Prism company-event records since 2023. Obvious forecast, holdings, duplicate and retrospective noise is filtered.

UPST

Upstart

through 2026-04-16
Earnings releases 37Leadership changes 6Lawsuits 4Asset acquisitions 2Business contracts 2
  1. Earnings releases

    The company facilitated nearly $11 billion in loan originations in 2025, an 86 percent jump, while posting full-year revenue of about $1 billion — its first time crossing that threshold — and returning to profitability with net income near $54 million.

  2. Lawsuits

    As detailed below, the complaint alleges that the Company and its executives violated federal securities laws by making false and/or misleading statements and/or failing to disclose that: (1) Model 22 frequently overreacted to negative macroeconomic signals in performing its risk-separation processes; (2) accordingly, Model 22's overall accuracy and propensity to increase loan approval rates was overstated; (3) Model 22's overly conservative assessment of credit and macroeconomic conditions was having a significant negative impact on Upstart's revenue results, rendering the Company's previously issued FY 2025 revenue guidance unreliable and/or unrealistic; and (4) as a result, Defendants' public statements were materially false and misleading at all relevant times.

  3. Business contracts

    the investor group has agreed to purchase up to $1 billion of consumer loans originated through the Upstart platform.

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

CIFR

Cipher Mining

through 2026-02-24
Earnings releases 9Business contracts 4Asset acquisitions 2M&A 2
  1. M&A

    This acquisition represents a disciplined expansion of our North American digital asset footprint and a decisive step in executing Canaan’s broader energy strategy.

  2. Business contracts

    The announcement follows Cipher Mining’s (CIFR) recent 10-year high performance computing deal with Fluidstack, which also included Google backing.

  3. Earnings releases

    Cipher Mining reported third-quarter revenue of $71.71 million, missing analyst estimates of $78.6 million, according to Benzinga Pro. The company reported adjusted earnings of 10 cents per share, beating estimates for a loss of 2 cents per share.

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

RIOT

Riot Platforms

through 2026-05-04
Earnings releases 14M&A 6Asset acquisitions 2Business contracts 1
  1. Earnings releases

    Ton noted that Riot reported a net loss of $500.5-million, largely from non-cash mark-to-market adjustments on bitcoin holdings, but he said high-performance computing progress was strong, including delivery of its first 5MW of capacity to AMD. The company reported its first $33.2-million in data-centre revenue, much of it tied to one-time tenant fit-out services.

  2. Asset acquisitions

    Riot Platforms, Inc., a leading Bitcoin mining company, has taken a significant step toward expanding its operational footprint with a proposed $185 million acquisition of specific assets owned by Rhodium Encore LLC at the Rockdale Facility.

  3. Business contracts

    On September 23, 2024, Riot and the Company entered into a settlement agreement (the “Agreement”),

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

COIN

Coinbase

through 2026-04-10
Earnings releases 48Lawsuits 11Regulatory 10Leadership changes 6M&A 6
  1. Regulatory

    The US Office of the Comptroller of the Currency (OCC) has granted conditional approval for a National Trust Company Charter to cryptocurrency exchange Coinbase.

  2. Leadership changes

    Del Corral confirmed he will be joining Coinbase as Vice President of Customer Experience.

  3. Lawsuits

    Last month, the Delaware Court of Chancery in Adam Grabski ex rel. Coinbase Global, Inc. v. Andreessen denied a motion by Coinbase Global, Inc.’s Special Litigation Committee (“SLC”) to terminate a stockholder derivative... more

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

AIXC

Qualigen

through 2025-11-16
Leadership changes 9Company announcements 3M&A 1Regulatory 1
  1. Regulatory

    Subscription Agreement Approval under Nasdaq Rules 5635(a) and 5635(b), authorizing issuance of 337,432 common shares and 39,943 Series B convertible preferred shares.

  2. Leadership changes

    Cody Price and Robert Lim resigned from the Board

  3. M&A

    Qualigen Therapeutics, Inc. (NASDAQ: QLGN) (the “Company”) announced today they have entered a non‑binding Memorandum of Understanding (MOU) to acquire Marizyme (OTC: MRZM).

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

07 · Industry landscape

Finance Services Industry in USA

A bottom-of-page sector lens combining Prism's exact U.S. market-growth extraction with tightly matched U.S.-primary finance services news. It adds context to the stock basket without turning industry signals into a recommendation.

Prism market forecast extraction

fintech market

14 sources73.9% extraction confidence
2025 extracted base$58.01B–$142.50B
2034 extracted forecast$461.57B–$595.00B
Implied source CAGR17.2%
financial servicesOEM-Pay solutionsApple Pay

Multi-source card returned by Prism's /special_extraction market-growth service. Extracted geography mix: Global, Australia, India, Europe. This is a dated market benchmark, not a forecast for the five-stock basket.

Prism news insights

U.S. Finance Services news pulse

51,447available Prism news records
Latest 12m volume+10.7%22916 vs 20708 records
Positive classified tone61.4%+15.8 pp vs prior four quarters
2024-01: 1,353 mentions2024-02: 1,540 mentions2024-03: 1,773 mentions2024-04: 1,497 mentions2024-05: 1,660 mentions2024-06: 1,341 mentions2024-07: 1,637 mentions2024-08: 1,565 mentions2024-09: 1,491 mentions2024-10: 2,280 mentions2024-11: 2,039 mentions2024-12: 1,257 mentions2025-01: 1,522 mentions2025-02: 1,471 mentions2025-03: 1,834 mentions2025-04: 2,369 mentions2025-05: 1,902 mentions2025-06: 1,125 mentions2025-07: 2,677 mentions2025-08: 5,171 mentions2025-09: 1,789 mentions2025-10: 1,562 mentions2025-11: 1,365 mentions2025-12: 1,656 mentions2026-01: 926 mentions2026-02: 2,083 mentions2026-03: 1,790 mentions2026-04: 2,564 mentions2026-05: 208 mentions2024-012026-05
24Q4
25Q1
25Q2
25Q3
25Q4
26Q1
26Q2
26Q3

Available U.S.-primary Prism records matching finance, fintech. Metadata counts can overlap; coverage volume and tone are not measures of industry output.

Recurring Prism themes

campaign finance reform efforts
12,431
political action committees (pacs)
10,711
campaign fundraising strategies
10,574
political fundraising mechanisms
6,403
financial technology (fintech) innovations
6,138
election integrity and voting rights
4,674

Metadata occurrences; one record can contribute more than one theme.

Frequent industry keywords

trade finance 3,435campaign finance criticisms 3,187athletic department finances 2,978film finance 2,677rate-and-term refinance 2,413film investor 2,308sports program funding 2,104mortgage rate locks 1,931

Counts cover the matched industry corpus, not the broader company-news totals above.

Curated signal map

Opportunity and caution, side by side

Evidence prompts—not probabilities.

Opportunity · market driver

financial services

14 forecast sources

A recurring driver in the extracted market evidence provides a measurable research thread for the sector.

Prism /special_extraction market-growth card
Opportunity · demand

campaign finance reform efforts

12,431 matched theme records

The largest current Prism news theme shows where sector attention and reported activity are concentrating.

Prism U.S. news metadata
Opportunity · innovation

Innovation and product activity

10,573 matched news records

Technology, product and R&D metadata provide an auditable view of the sector's innovation conversation.

Unique news records matching the curated innovation rule
Caution · market restraint

Stringent government regulations

7,128 macro/risk records

The extracted restraint and the measured macro-news pulse belong in the downside research frame.

Prism market-growth restraint plus U.S. news metadata
Caution · news pulse

Coverage growth can reverse

+10.7% news volume

The latest 12 months contain 22,916 matched records versus 20,708 in the previous window.

Available Prism coverage through 2026-05-05
Caution · sentiment

Classified tone is not demand

61.4% positive · +15.8pp

Machine-classified news tone is useful context, but it is not revenue, output or a return forecast.

Eight-quarter Prism sentiment series

Opportunity and caution cards are curated research prompts grounded in the counts shown; they are not probabilities, recommendations or forecasts. News coverage runs 2024-01-01–2026-05-05; the latest quarter may be partial.

Explore the broader U.S. industrial landscape →
08 · Scope and sources

How to read this snapshot

Basket and ranking

Five U.S.-listed issuers classified under SEC SIC 6199 (Finance Services), selected as the first five names that pass all live publication gates from the Prism readiness candidate pool ranked 11–18. Every candidate has complete cached readiness evidence. This is a research cohort, not a recommendation.

Companies are ordered by the Fliar BI Prism readiness score used by the Prism Finance USA source pack. The score is a research signal, not a recommendation.

Evidence used

  • Official annual filingsFY revenue history and latest profitability
  • U.S. exchange market snapshotDated price, 52-week range, P/E, market capitalisation and monthly-close return
  • Fliar BI PrismReadiness, company and industry news, community context and U.S.-scope patent records
  • Prism market-growth extractionDated third-party Finance Services Industry in USA market benchmark with source-count, geography and confidence context
Important: Research and educational information only. Not investment advice, a recommendation, or a live-price service. Market figures are dated as of 01 September 2026.
09 · Final derived analysis

Conclusions, comparisons, anomalies, explanations and decisions

A final evidence-linked synthesis of the metrics already displayed above. Every named company opens its actual Companies Radar profile.

Conclusions

Scale and margin leadership sit with Coinbase and Coinbase

Coinbase has the largest displayed latest revenue at $7.18B; Coinbase has the widest displayed latest margin at 17.6%.

Comparisons
Anomalies

Coinbase has the widest attention-readiness rank gap

It ranks #1 by measured news attention (94.5%) and #4 by Prism readiness. The gap is a review flag, not evidence that either measure is wrong.

Riot Platforms shows a price-operating divergence to inspect

Its displayed filing-revenue change is +203.6% while its available monthly-close return is -30.8%. The signs differ, but the two measures cover different windows and do not establish causality.

Explanations

Attention measures coverage volume, not quality

Coinbase's 94.5% share says it appears most often in the matched Prism corpus. It does not score whether that coverage is favourable or whether the company is investable.

Different windows explain why signals can disagree

Revenue comes from the printed filing periods, price paths use the dated monthly-close windows, and Prism signals use their stated event windows. No causal attribution is made across them.

Research decisions

Verify the readiness leader in Companies Radar

Open Upstart's company profile and inspect the underlying management, market-activity, innovation and risk evidence before relying on the 41/100 score.

Method boundary: These are deterministic comparisons of the displayed snapshot fields. They flag relationships for further research, do not establish causality and are not investment recommendations.
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