Name: Computer Programming, Data Processing, Etc Stocks in USA: Revenue Cohort 3 comparison snapshot
Creator: Fliar BI Prism

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 #1DV · NYSE

DoubleVerify

A U.S.-listed issuer classified by the SEC in Computer Programming, Data Processing, Etc

Founded 2008New York City, New York$2.08B market cap

View full Companies Radar profile

56Moderate

Snapshot price$13.40as of page date

Monthly-close return-60.8%five-year window

FY2025 revenue$0.75BDoubleVerify Holdings, Inc.

Net margin6.8%FY2025

P/E snapshot38.3xone ratio, not a verdict

Prism attention15.7%share across these five

Filing track recordRevenue, USD billions

+124.9%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 22.5%

52-week position67% through range

$7.64$16.28

News mentions4.2K

Community mentions49partial coverage

U.S.-scope patents12

Prism InsightsWhat sits behind the readiness signal
Observed risk 4/100higher means more observed risk

Earnings signal76/100
Management stability90/100
Market position17/100
Capital-event signal59/100
Innovation pulse28/100

Management signal

No leadership-churn flag in the model; 7 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 18 M&A involvements, 1 asset-acquisition events and 1 contract events.

Innovation activity

Prism records 73 lifetime product-launch events, 15 in the latest 360 days, and 0 company announcements in that window.

Recent risk watch

Recent available records contain 1 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 #2DOCN · NYSE

DigitalOcean

A U.S.-listed issuer classified by the SEC in Computer Programming, Data Processing, Etc

Founded 2017Dover, Delaware$12.94B market cap

View full Companies Radar profile

54Moderate

Snapshot price$110.7as of page date

Monthly-close return+42.6%five-year window

FY2025 revenue$0.90BDigitalOcean Holdings, Inc.

Net margin28.8%FY2025

P/E snapshot50.3xone ratio, not a verdict

Prism attention17.9%share across these five

Filing track recordRevenue, USD billions

+110.3%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 20.4%

52-week position51% through range

$30.89$187.5

News mentions4.8K

Community mentions9.3Kpartial coverage

U.S.-scope patents8

Prism InsightsWhat sits behind the readiness signal
Observed risk 0/100higher means more observed risk

Earnings signal65/100
Management stability90/100
Market position13/100
Capital-event signal64/100
Innovation pulse22/100

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 12 M&A involvements, 0 asset-acquisition events and 0 contract events.

Innovation activity

Prism records 13 lifetime product-launch events, 3 in the latest 360 days, and 1 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 #3BMBL · Nasdaq

Bumble

A U.S.-listed issuer classified by the SEC in Computer Programming, Data Processing, Etc

Founded 2014Menlo Park, California$419.8M market cap

View full Companies Radar profile

43Cautious

Snapshot price$2.74as of page date

Monthly-close return-94.5%five-year window

FY2025 revenue$0.97BBumble Inc.

Net margin-71.8%FY2025

P/E snapshot2.9xone ratio, not a verdict

Prism attention44.6%share across these five

Filing track recordRevenue, USD billions

+78.1%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 15.5%

52-week position4% through range

$2.54$7.32

News mentions12.0K

Community mentions0partial coverage

U.S.-scope patents85

Prism InsightsWhat sits behind the readiness signal
Observed risk 0/100higher means more observed risk

Earnings signal44/100
Management stability55/100
Market position5/100
Capital-event signal80/100
Innovation pulse21/100

Management signal

Leadership churn is flagged elevated; 1 key-person events were recorded in the latest 360-day window.

Market activity

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

Innovation activity

Prism records 3 lifetime product-launch events, 2 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 #4MGNI · Nasdaq

Rubicon Project

A U.S.-listed issuer classified by the SEC in Computer Programming, Data Processing, Etc

Founded 2007Los Angeles, California$3.37B market cap

View full Companies Radar profile

43Cautious

Snapshot price$23.49as of page date

Monthly-close return-16.1%five-year window

FY2025 revenue$0.71BMAGNITE, INC.

Net margin20.3%FY2025

P/E snapshot21.4xone ratio, not a verdict

Prism attention6.7%share across these five

Filing track recordRevenue, USD billions

+52.4%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 11.1%

52-week position82% through range

$10.82$26.19

News mentions1.8K

Community mentions57partial coverage

U.S.-scope patents18

Prism InsightsWhat sits behind the readiness signal
Observed risk 0/100higher means more observed risk

Earnings signal64/100
Management stability90/100
Market position14/100
Capital-event signal25/100
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 15 M&A involvements, 0 asset-acquisition events and 2 contract events.

Innovation activity

Prism records 1 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 #5TEAD · Nasdaq

Outbrain

A U.S.-listed issuer classified by the SEC in Computer Programming, Data Processing, Etc

Founded 2011New York City, New York$49.2M market cap

View full Companies Radar profile

37Cautious

Snapshot price$0.50as of page date

Monthly-close return-96.6%five-year window

FY2025 revenue$1.30BTeads Holding Co.

Net margin-39.8%FY2025

P/E snapshot-0.6xone ratio, not a verdict

Prism attention15.1%share across these five

Filing track recordRevenue, USD billions

+28.0%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 6.4%

52-week position6% through range

$0.42$1.82

News mentions4.1K

Community mentions1.1Kpartial coverage

U.S.-scope patents63

Prism InsightsWhat sits behind the readiness signal
Observed risk 0/100higher means more observed risk

Earnings signal36/100
Management stability90/100
Market position17/100
Capital-event signal38/100
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 17 M&A involvements, 1 asset-acquisition events and 1 contract events.

Innovation activity

Prism records 3 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.

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.

DigitalOcean

+42.6%

Rubicon Project

-16.1%

DoubleVerify

-60.8%

Bumble

-94.5%

Outbrain

-96.6%

Latest revenue

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

Outbrain

$1.30B

Bumble

$0.97B

DigitalOcean

$0.90B

DoubleVerify

$0.75B

Rubicon Project

$0.71B

Latest profit margin

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

DigitalOcean

28.8%

Rubicon Project

20.3%

DoubleVerify

6.8%

Outbrain

-39.8%

Bumble

-71.8%

Prism news attention

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

Bumble

44.6%

DigitalOcean

17.9%

DoubleVerify

15.7%

Outbrain

15.1%

Rubicon Project

6.7%

03 · Prism readout

What the signals say—and what they do not

The headline share is normalized computer programming, data processing, etc 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

Bumble leads the conversation

It holds 44.6% of measured computer programming, data processing, etc news attention and also carries the basket's largest revenue base at $0.97B.

Price path

DigitalOcean leads the available price paths

Its monthly-close return is +42.6% for the five-year window. At the other end, Outbrain is -96.6% for its five-year window. Windows printed on each card must be compared carefully; price history is not a forecast.

Profitability

DigitalOcean has the widest latest margin

Its FY2025 net margin is 28.8%. 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

Outbrain shows why one ratio is not a verdict

It has the basket's lowest snapshot P/E at -0.6x while its five-year window price return is -96.6%. 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 · DV

DoubleVerify

4,222available Prism news records

Prism top themes

Price action & investor response

137

Earnings & financial performance

67

Leadership & governance

45

Legal, arbitration & regulatory

42

Capital allocation & transactions

27

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

News-volume growth

-14.0%633 latest 12m vs 736 prior 12m

Machine-classified coverage tone

84.7% positive+7.6 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

digital initiative 91digital strategy 88regulatory advertising frameworks 50truth-in-advertising laws 48native advertising 41acceptable ads standards 39stock performance 36stock surge 32

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-05–2026-06-18 · trend and themes shown through 2026-06

Areas of research · DOCN

DigitalOcean

4,831available Prism news records

Prism top themes

Price action & investor response

92

Capital allocation & transactions

47

Earnings & financial performance

38

Leadership & governance

30

Legal, arbitration & regulatory

6

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

News-volume growth

+1.4%571 latest 12m vs 563 prior 12m

Machine-classified coverage tone

92.0% positive-0.3 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

digital initiative 33investment deal 24stock performance 19private equity 17edge ai deployment 15share price 15stock price 14decentralized forex 13

Keyword tag occurrences in available Prism news records.

Coverage: 2010-02-22–2026-08-01 · trend and themes shown through 2026-08

Areas of research · BMBL

Bumble

12,042available Prism news records

Prism top themes

Legal, arbitration & regulatory

240

Earnings & financial performance

118

Leadership & governance

110

Price action & investor response

88

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

News-volume growth

-27.8%1,299 latest 12m vs 1,800 prior 12m

Machine-classified coverage tone

59.8% positive-3.5 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

virtual dating 75online dating red flags 66ai dating 63dating app safety 56patent infringement 44legal analytics 44legal ai 44ip litigation 44

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-04–2026-07-08 · trend and themes shown through 2026-07

Areas of research · MGNI

Rubicon Project

1,797available Prism news records

Prism top themes

Price action & investor response

58

Earnings & financial performance

41

Capital allocation & transactions

23

Leadership & governance

2

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

News-volume growth

-13.5%90 latest 12m vs 104 prior 12m

Machine-classified coverage tone

85.5% positive-1.4 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

share price 20stock price 18financial report 15stock performance 12earnings report 11stock surge 8stock movement 7quarterly results 6

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-04–2026-06-30 · trend and themes shown through 2026-06

Areas of research · TEAD

Outbrain

4,083available Prism news records

Prism top themes

Leadership & governance

67

Capital allocation & transactions

29

Earnings & financial performance

29

Price action & investor response

24

Legal, arbitration & regulatory

13

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

News-volume growth

-25.3%355 latest 12m vs 475 prior 12m

Machine-classified coverage tone

89.9% positive-0.8 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

merger update 15acquisition news 13digital marketing trends 13angiogenesis inhibitors 12predictive analytics marketing 12interactive content marketing 11explainer video marketing 10programmatic advertising 10

Keyword tag occurrences in available Prism news records.

Coverage: 2010-02-01–2026-06-13 · trend and themes shown through 2026-06

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.

DV

DoubleVerify

49 mentions

Products, pricing and logistics

30

Stock and valuation

4

Workplace and hiring

1

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 49 records remained after filtering.

DOCN

DigitalOcean

9,257 mentions

Products, pricing and logistics

6,586

Workplace and hiring

90

Stock and valuation

82

Other company context

8

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 9,257 records remained after filtering.

MGNI

Rubicon Project

57 mentions

Stock and valuation

30

Products, pricing and logistics

9

Workplace and hiring

5

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 57 records remained after filtering.

TEAD

Outbrain

1,133 mentions

Products, pricing and logistics

768

Stock and valuation

13

Other company context

5

Workplace and hiring

5

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 1,133 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.

DV

DoubleVerify

through 2026-02-05

Leadership changes 39Earnings releases 28M&A 6Company announcements 4Lawsuits 4

2026-02-05
Leadership changes
Australia – DoubleVerify has appointed industry veteran Robert Millett as business director in Melbourne
2025-11-10
Earnings releases
DoubleVerify posted quarterly earnings of 6 cents per share, missing market estimates of 9 cents per share. The company's quarterly sales came in at $188.621 million versus expectations of $190.262 million.
2025-08-13
Lawsuits
SAN DIEGO, Aug. 13, 2025 /PRNewswire/ -- Shareholders Foundation, Inc. announces that a lawsuit is pending for certain investors in shares of DoubleVerify Holdings, Inc. (NYSE: DV).

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

DOCN

DigitalOcean

through 2026-04-10

Earnings releases 26Leadership changes 11Lawsuits 10M&A 6Company announcements 1

2026-04-10
M&A
GAMMA Investing LLC increased its stake in shares of DigitalOcean by 33.8% in the 4th quarter. GAMMA Investing LLC now owns 1,581 shares of the company’s stock valued at $76,000 after buying an additional 399 shares during the period.
2026-03-24
Listing / IPO
DigitalOcean Holdings, Inc. (NYSE: DOCN), announced today that it has commenced an underwritten public offering of $700,000,000 of its shares of common stock (the “Offering”).
2026-02-27
Earnings releases
DigitalOcean had a record $970 million in annual recurring revenue (ARR) at the end of the fourth quarter of 2025, which was an 18% increase from the year-ago period.

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

BMBL

Bumble

through 2026-01-21

Leadership changes 29Earnings releases 26Lawsuits 17Company announcements 2Listing / IPO 1

2026-01-21
Leadership changes
Michael will be departing Bumble today.
2025-05-10
Earnings releases
While revenues of US$247m were in line with analyst predictions, earnings were less than expected, missing statutory estimates by 12% to hit US$0.13 per share.
2024-11-25
Lawsuits
Faruqi & Faruqi, LLP, a leading national securities law firm, is investigating potential claims against Bumble Inc. (“Bumble” or the “Company”) (NASDAQ: BMBL) and reminds investors of the November 25, 2024 deadline to seek the role of lead plaintiff in a federal securities class action that has been filed against the Company.

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

MGNI

Rubicon Project

through 2025-08-01

M&A 1

2025-08-01
M&A
The acquisition of the FAN advertising platform is Rubicon's first major purchase since it signalled its ambition by appointing famed US investment and advisory firm Allen & Co in February.

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

TEAD

Outbrain

through 2025-05-10

Leadership changes 31Earnings releases 11M&A 7Lawsuits 2Asset acquisitions 1

2025-05-10
Earnings releases
Revenue: US$286.4m (up 32% from 1Q 2024).
2025-03-13
Leadership changes
Outbrain Inc. announced the appointment of Dexter Goei and Mark Mullen to its Board of Directors, effective March 12, 2025.
2024-11-06
Lawsuits
We are investigating Outbrain Inc. (NASDAQ: OB), relating to its proposed merger with Teads S.A.

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

07 · Industry landscape

Computer Programming, Data Processing, Etc Industry in USA

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

Prism market forecast extraction

information technology services market

3 sources63.7% extraction confidence

2023 extracted base$48.10B–$48.43B

2028 extracted forecast$48.10B–$48.43B

Implied source CAGR8.1%

integrating Artificial Intelligence (AI)automate processesenhance efficiency

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

Prism news insights

U.S. Computer Programming, Data Processing, Etc news pulse

402,184available Prism news records

Latest 12m volume+13.8%182646 vs 160446 records

Positive classified tone60.3%+3.2 pp vs prior four quarters

24Q4

25Q1

25Q2

25Q3

25Q4

26Q1

26Q2

26Q3

Available U.S.-primary Prism records matching computer, data, processing, programming, information, technology. Metadata counts can overlap; coverage volume and tone are not measures of industry output.

Recurring Prism themes

technology adoption and digital transformation

28,138

new product launches and innovations

25,723

military technology advancements

24,765

aviation crash investigations and black box data

19,672

strategic partnerships and collaborations

19,028

cybersecurity and cyber warfare

16,488

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

Frequent industry keywords

vaccine decision-making 7,402vaccine misinformation impact 7,155anti-vaccination sentiment 7,137ev powertrain advancements 7,077parental vaccine concerns 6,962vaccine trust building 6,890next-generation ev platforms 6,887aircraft wreckage 6,815

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

integrating Artificial Intelligence (AI)

3 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

technology adoption and digital transformation

28,138 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

234,194 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

lack of quality standards in slas

23,889 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

+13.8% news volume

The latest 12 months contain 182,646 matched records versus 160,446 in the previous window.

Available Prism coverage through 2026-05-05

Caution · sentiment

Classified tone is not demand

60.3% positive · +3.2pp

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 7370 (Computer Programming, Data Processing, Etc), selected as the first five names that pass all live publication gates from the latest filing revenue 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 Computer Programming, Data Processing, Etc 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 31 August 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

DoubleVerify leads the readiness ranking

Its Prism readiness score is 56/100, the highest in this five-company comparison.

Open DoubleVerify in Companies Radar

Scale and margin leadership sit with Outbrain and DigitalOcean

Outbrain has the largest displayed latest revenue at $1.30B; DigitalOcean has the widest displayed latest margin at 28.8%.

Open Outbrain in Companies Radar Open DigitalOcean in Companies Radar

Comparisons

Strongest versus weakest available price path

DigitalOcean is +42.6% for its five-year window; Outbrain is -96.6% for its five-year window.

Open DigitalOcean in Companies Radar Open Outbrain in Companies Radar

Largest versus smallest displayed revenue base

The latest displayed revenue ranges from $1.30B for Outbrain to $0.71B for Rubicon Project. Entity and filing-period labels remain visible on the company cards.

Open Outbrain in Companies Radar Open Rubicon Project in Companies Radar

Anomalies

Bumble has the widest attention-readiness rank gap

It ranks #1 by measured news attention (44.6%) and #3 by Prism readiness. The gap is a review flag, not evidence that either measure is wrong.

Open Bumble in Companies Radar

DoubleVerify shows a price-operating divergence to inspect

Its displayed filing-revenue change is +124.9% while its available monthly-close return is -60.8%. The signs differ, but the two measures cover different windows and do not establish causality.

Open DoubleVerify in Companies Radar

Explanations

Attention measures coverage volume, not quality

Bumble's 44.6% 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.

Open Bumble in Companies Radar

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 DoubleVerify's company profile and inspect the underlying management, market-activity, innovation and risk evidence before relying on the 56/100 score.

Open DoubleVerify in Companies Radar

Stress-test the largest divergence before forming a view

Compare DoubleVerify's profile with DigitalOcean's profile, then reconcile the displayed filing and price windows. This is a next-research action, not a buy or sell decision.

Open DoubleVerify in Companies Radar Open DigitalOcean in Companies Radar

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.