Radar›Companies›Computer Programming, Data Processing, Etc Stocks in USA: Prism Readiness Cohort 4
United States computer programming, data processing, etc industry landscape illustrating listed-company operations, infrastructure and market activity
Prism Finance USA · comparison snapshot

Computer Programming, Data Processing, Etc Stocks in USA: Prism Readiness Cohort 4

A five-company computer programming, data processing, etc 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 leaderBumble · 43
Strongest available pathApplovin · +330.8%
Widest latest marginApplovin · 60.8%
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 #1BMBL · Nasdaq

Bumble

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

Founded 2014Menlo Park, California$410.6M market cap
View full Companies Radar profile
43Cautious
Snapshot price$2.68as of page date
Monthly-close return-94.6%five-year window
FY2025 revenue$0.97BBumble Inc.
Net margin-71.8%FY2025
P/E snapshot2.9xone ratio, not a verdict
Prism attention4.1%share across these five
Filing track recordRevenue, USD billions
+78.1%
$0$0.4B$0.7B$1.1BFY2021: $0.542BFY2022: $0.540BFY2023: $1.052BFY2024: $1.072BFY2025: $0.966B20212022202320242025
FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 15.5%
52-week position3% through range
$2.54$7.32
News mentions12.0K
Community mentions0partial coverage
U.S.-scope patents85
Prism Insights

What 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 #2APP · Nasdaq

Applovin

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

Founded 2012WILMINGTON$104.32B market cap
View full Companies Radar profile
42Cautious
Snapshot price$311.7as of page date
Monthly-close return+330.8%five-year window
FY2025 revenue$5.48BAppLovin Corp
Net margin60.8%FY2025
P/E snapshot24.0xone ratio, not a verdict
Prism attention1.9%share across these five
Filing track recordRevenue, USD billions
+96.2%
$0$1.8B$3.7B$5.5BFY2021: $2.793BFY2022: $2.817BFY2023: $3.283BFY2024: $4.709BFY2025: $5.481B20212022202320242025
FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 18.4%
52-week position3% through range
$297.5$745.6
News mentions5.7K
Community mentions1.4Kpartial coverage
U.S.-scope patents1
Prism Insights

What sits behind the readiness signal

Observed risk 10/100higher means more observed risk
Earnings signal70/100
Management stability90/100
Market position26/100
Capital-event signal20/100
Innovation pulse0/100
Management signal

Leadership churn is flagged unknown; 10 key-person events were recorded in the latest 360-day window.

Market activity

Available history contains 47 M&A involvements, 4 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

Recent available records contain 0 lawsuit, 4 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 #3PINS · NYSE

Pinterest

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

Founded 2010WILMINGTON$11.90B market cap
View full Companies Radar profile
42Cautious
Snapshot price$21.25as of page date
Monthly-close return-58.3%five-year window
FY2025 revenue$4.22BPINTEREST, INC.
Net margin9.9%FY2025
P/E snapshot62.5xone ratio, not a verdict
Prism attention72.4%share across these five
Filing track recordRevenue, USD billions
+63.8%
$0$1.4B$2.8B$4.2BFY2021: $2.578BFY2022: $2.803BFY2023: $3.055BFY2024: $3.646BFY2025: $4.222B20212022202320242025
FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 13.1%
52-week position30% through range
$13.84$38.57
News mentions212.3K
Community mentions77.6Kpartial coverage
U.S.-scope patents308
Prism Insights

What sits behind the readiness signal

Observed risk 38/100higher means more observed risk
Earnings signal70/100
Management stability90/100
Market position35/100
Capital-event signal73/100
Innovation pulse3/100
Management signal

No leadership-churn flag in the model; 19 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 16 M&A involvements, 0 asset-acquisition events and 10 contract events.

Innovation activity

Prism records 9 lifetime product-launch events, 0 in the latest 360 days, and 1 company announcements in that window.

Recent risk watch

Recent available records contain 8 lawsuit, 0 regulatory and 7 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 #4PODC · Nasdaq

PodcastOne

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

Founded 2013California$82.6M market cap
View full Companies Radar profile
40Cautious
Snapshot price$2.73as of page date
Monthly-close return+37.9%since September 2023
FY2025 revenue$0.05BPodcastOne, Inc.
Net margin-12.4%FY2025
Prism attention0.4%share across these five
Filing track recordRevenue, USD billions
+20.4%
$0$0.0B$0.0B$0.1BFY2024: $0.043BFY2025: $0.052B20242025
FY2024–FY2025 · 2 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 20.4%
52-week position33% through range
$1.50$5.20
News mentions1.3K
Community mentions0partial coverage
U.S.-scope patents0
Prism Insights

What sits behind the readiness signal

Observed risk 0/100higher means more observed risk
Earnings signal62/100
Management stability90/100
Market position5/100
Capital-event signal20/100
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 2 M&A involvements, 0 asset-acquisition events and 0 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 #5TRIP · Nasdaq

TripAdvisor

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

Founded 2009New York City, New York$1.11B market cap
View full Companies Radar profile
39Cautious
Snapshot price$9.46as of page date
Monthly-close return-72.1%five-year window
FY2025 revenue$1.89BTripAdvisor, Inc.
Net margin2.1%FY2025
P/E snapshot8.8xone ratio, not a verdict
Prism attention21.2%share across these five
Filing track recordRevenue, USD billions
+109.6%
$0$0.6B$1.3B$1.9BFY2021: $0.902BFY2022: $1.492BFY2023: $1.788BFY2024: $1.835BFY2025: $1.891B20212022202320242025
FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 20.3%
52-week position4% through range
$9.01$20.16
News mentions62.3K
Community mentions4.5Kpartial coverage
U.S.-scope patents4
Prism Insights

What sits behind the readiness signal

Observed risk 0/100higher means more observed risk
Earnings signal45/100
Management stability85/100
Market position19/100
Capital-event signal35/100
Innovation pulse0/100
Management signal

No leadership-churn flag in the model; 8 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 26 M&A involvements, 1 asset-acquisition events and 6 contract events.

Innovation activity

Prism records 2 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.

Applovin
+330.8%
PodcastOne
+37.9%
Pinterest
-58.3%
TripAdvisor
-72.1%
Bumble
-94.6%

Latest revenue

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

Applovin
$5.48B
Pinterest
$4.22B
TripAdvisor
$1.89B
Bumble
$0.97B
PodcastOne
$0.05B

Latest profit margin

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

Applovin
60.8%
Pinterest
9.9%
TripAdvisor
2.1%
PodcastOne
-12.4%
Bumble
-71.8%

Prism news attention

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

Pinterest
72.4%
TripAdvisor
21.2%
Bumble
4.1%
Applovin
1.9%
PodcastOne
0.4%
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

Pinterest leads the conversation

It holds 72.4% of measured computer programming, data processing, etc news attention and also carries the basket's largest revenue base at $4.22B.

Price path

Applovin leads the available price paths

Its monthly-close return is +330.8% for the five-year window. At the other end, Bumble is -94.6% for its five-year window. Windows printed on each card must be compared carefully; price history is not a forecast.

Profitability

Applovin has the widest latest margin

Its FY2025 net margin is 60.8%. 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

Bumble shows why one ratio is not a verdict

It has the basket's lowest snapshot P/E at 2.9x while its five-year window price return is -94.6%. 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 · 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
2024-02: 274 mentions2024-03: 125 mentions2024-04: 112 mentions2024-05: 272 mentions2024-06: 113 mentions2024-07: 151 mentions2024-08: 169 mentions2024-09: 166 mentions2024-10: 183 mentions2024-11: 215 mentions2024-12: 110 mentions2025-01: 120 mentions2025-02: 182 mentions2025-03: 118 mentions2025-04: 153 mentions2025-05: 91 mentions2025-06: 129 mentions2025-07: 164 mentions2025-08: 211 mentions2025-09: 222 mentions2025-10: 80 mentions2025-11: 53 mentions2025-12: 68 mentions2026-01: 79 mentions2026-02: 174 mentions2026-03: 184 mentions2026-04: 77 mentions2026-05: 127 mentions2026-06: 23 mentions2026-07: 1 mentions2024-022026-07

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 · APP

Applovin

5,717available Prism news records

Prism top themes

Price action & investor response
1,013
Macro demand & rates
785
Earnings & financial performance
236
Capital allocation & transactions
134
Legal, arbitration & regulatory
67

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

News-volume growth

+45.9%2,129 latest 12m vs 1,459 prior 12m
2024-02: 59 mentions2024-03: 17 mentions2024-04: 36 mentions2024-05: 50 mentions2024-06: 20 mentions2024-07: 25 mentions2024-08: 37 mentions2024-09: 55 mentions2024-10: 56 mentions2024-11: 106 mentions2024-12: 91 mentions2025-01: 79 mentions2025-02: 168 mentions2025-03: 230 mentions2025-04: 323 mentions2025-05: 160 mentions2025-06: 77 mentions2025-07: 77 mentions2025-08: 136 mentions2025-09: 308 mentions2025-10: 205 mentions2025-11: 144 mentions2025-12: 139 mentions2026-01: 189 mentions2026-02: 445 mentions2026-03: 132 mentions2026-04: 207 mentions2026-05: 167 mentions2026-06: 56 mentions2026-07: 1 mentions2024-022026-07

Machine-classified coverage tone

70.3% positive+4.7 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

stock performance 348paid apps 160applovin 147economic slowdown 128market rally 111stock indices 108market momentum 106market timing 93

Keyword tag occurrences in available Prism news records.

Coverage: 2011-09-26–2026-07-14 · trend and themes shown through 2026-07
Areas of research · PINS

Pinterest

212,315available Prism news records

Prism top themes

Earnings & financial performance
2,015
Price action & investor response
803
Macro demand & rates
249
Leadership & governance
185

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

News-volume growth

-20.4%19,676 latest 12m vs 24,729 prior 12m
2024-02: 1,714 mentions2024-03: 1,402 mentions2024-04: 1,454 mentions2024-05: 1,589 mentions2024-06: 1,206 mentions2024-07: 1,495 mentions2024-08: 1,753 mentions2024-09: 1,434 mentions2024-10: 1,581 mentions2024-11: 1,647 mentions2024-12: 1,583 mentions2025-01: 2,307 mentions2025-02: 2,638 mentions2025-03: 1,825 mentions2025-04: 1,838 mentions2025-05: 1,620 mentions2025-06: 1,360 mentions2025-07: 5,143 mentions2025-08: 2,270 mentions2025-09: 1,553 mentions2025-10: 2,235 mentions2025-11: 1,790 mentions2025-12: 1,682 mentions2026-01: 1,727 mentions2026-02: 2,251 mentions2026-03: 2,158 mentions2026-04: 2,209 mentions2026-05: 1,496 mentions2026-06: 298 mentions2026-07: 7 mentions2024-022026-07

Machine-classified coverage tone

78.6% 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

social media campaign 584instagram marketing campaign 532payment system integration 499twitter engagement strategy 425earnings report 402celebrity stylists 387social media contest 378computer fraud statutes 309

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-01–2026-07-30 · trend and themes shown through 2026-07
Areas of research · PODC

PodcastOne

1,286available Prism news records

Prism top themes

Earnings & financial performance
37
Price action & investor response
29
Leadership & governance
5
Legal, arbitration & regulatory
3

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

News-volume growth

-1.8%108 latest 12m vs 110 prior 12m
2024-02: 14 mentions2024-03: 4 mentions2024-04: 8 mentions2024-05: 10 mentions2024-06: 10 mentions2024-07: 17 mentions2024-08: 22 mentions2024-09: 8 mentions2024-10: 5 mentions2024-11: 3 mentions2024-12: 6 mentions2025-01: 8 mentions2025-02: 12 mentions2025-03: 12 mentions2025-04: 14 mentions2025-05: 9 mentions2025-06: 8 mentions2025-07: 3 mentions2025-08: 10 mentions2025-09: 2 mentions2025-10: 4 mentions2025-11: 8 mentions2025-12: 6 mentions2026-01: 15 mentions2026-02: 12 mentions2026-03: 30 mentions2026-04: 8 mentions2026-05: 11 mentions2026-06: 1 mentions2026-07: 1 mentions2024-022026-07

Machine-classified coverage tone

96.9% positive+14.5 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

digital initiative 10digital strategy 9stock performance 9trading volume 7stock surge 7earnings report 7stock price 7earnings surprises 7

Keyword tag occurrences in available Prism news records.

Coverage: 2014-01-13–2026-07-28 · trend and themes shown through 2026-07
Areas of research · TRIP

TripAdvisor

62,275available Prism news records

Prism top themes

Price action & investor response
110
Leadership & governance
51

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

News-volume growth

-25.1%5,997 latest 12m vs 8,003 prior 12m
2024-03: 477 mentions2024-04: 585 mentions2024-05: 611 mentions2024-06: 429 mentions2024-07: 576 mentions2024-08: 598 mentions2024-09: 563 mentions2024-10: 609 mentions2024-11: 516 mentions2024-12: 500 mentions2025-01: 739 mentions2025-02: 706 mentions2025-03: 624 mentions2025-04: 650 mentions2025-05: 626 mentions2025-06: 571 mentions2025-07: 768 mentions2025-08: 1,131 mentions2025-09: 673 mentions2025-10: 622 mentions2025-11: 569 mentions2025-12: 533 mentions2026-01: 656 mentions2026-02: 792 mentions2026-03: 740 mentions2026-04: 799 mentions2026-05: 552 mentions2026-06: 54 mentions2026-07: 5 mentions2026-08: 2 mentions2024-032026-08

Machine-classified coverage tone

90.4% positive+4.0 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

beach resorts 786beach activities 637coastal hikes 426seaside towns 345sundown photography beaches 199value beach vacations 197dry season coastal visits 194golden hour beaches 171

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-02–2026-08-03 · 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.

APP

Applovin

1,356 mentions
Stock and valuation
635
Products, pricing and logistics
377
Workplace and hiring
25
Other company context
3

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 1,356 records remained after filtering.

PINS

Pinterest

77,619 mentions
Products, pricing and logistics
45,483
Stock and valuation
3,285
Workplace and hiring
1,586
Other company context
49

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 77,619 records remained after filtering.

TRIP

TripAdvisor

4,543 mentions
Products, pricing and logistics
2,330
Stock and valuation
289
Workplace and hiring
239
Other company context
6

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 4,543 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.

BMBL

Bumble

through 2026-01-21
Leadership changes 29Earnings releases 26Lawsuits 17Company announcements 2Listing / IPO 1
  1. Leadership changes

    Michael will be departing Bumble today.

  2. 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.

  3. 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.

APP

Applovin

through 2026-04-13
Earnings releases 56M&A 15Leadership changes 13Lawsuits 4Regulatory 4
  1. Leadership changes

    CTO Basil Shikin hands over his post in the

  2. Earnings releases

    Full-year 2025 revenue of $5.481 billion also missed the annual estimate of $5.752 billion by 4.72%.

  3. M&A

    AppLovin plans to develop a social networking platform following its failed attempt to acquire TikTok's assets outside of China.

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

PINS

Pinterest

through 2026-05-05
Earnings releases 84Leadership changes 34Lawsuits 17Business contracts 6Company announcements 4
  1. Earnings releases

    New Delhi: Pinterest's revenue rose 18% year-on-year to $1.008 billion in the first quarter of 2026, driven by advertising demand, higher impressions and growing use of AI-led performance tools.

  2. Lawsuits

    The consolidated class actions are moving through the early stages of the judicial process.

  3. M&A

    Elliott Investment Management, an activist investor known for its assertive involvement in company decisions, has taken a $1 billion stake in Pinterest.

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

PODC

PodcastOne

through 2026-01-23
Earnings releases 18Leadership changes 3Listing / IPO 3
  1. Earnings releases

    Expected Revenue of $15.3M - $15.5M+ and Adjusted EBITDA* of $1.8M- $ 2.3M+ (350%+ YOY)

  2. Leadership changes

    PodcastOne announced today the appointment of Steve Lehman as its Vice Chairman, focusing on helping PodcastOne drive both organic and inorganic growth opportunities...

  3. Listing / IPO

    LiveOne today announced that its subsidiary, Courtside Group, (dba PodcastOne) will ring the Nasdaq opening bell on Friday, Sept. 8 to celebrate completion of its direct listing and spin-out as a separate public company.

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

TRIP

TripAdvisor

through 2026-03-24
Earnings releases 26Leadership changes 9M&A 8Lawsuits 6Board updates 1
  1. Board updates

    Two "new independent appointees," Andrew Cates and Dhiren Fonseca, have joined the Tripadvisor board, and their terms will expire at the annual stockholder meeting.

  2. Leadership changes

    Two directors, Dhiren Fonseca and Andrew Cates, have been appointed to the board

  3. M&A

    In a financial filing on Friday, Tripadvisor stated that since it merged with Liberty Tripadvisor Holdings last year and therefore no longer has a controlling shareholder, “we are now more vulnerable to activist shareholders who may seek to influence our strategic direction, board composition, capital allocation, or operations.”

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
2024-01: 12,762 mentions2024-02: 11,759 mentions2024-03: 11,605 mentions2024-04: 11,317 mentions2024-05: 11,649 mentions2024-06: 9,933 mentions2024-07: 10,923 mentions2024-08: 10,269 mentions2024-09: 11,443 mentions2024-10: 12,925 mentions2024-11: 12,366 mentions2024-12: 10,549 mentions2025-01: 15,792 mentions2025-02: 19,396 mentions2025-03: 16,494 mentions2025-04: 17,764 mentions2025-05: 12,592 mentions2025-06: 11,363 mentions2025-07: 15,999 mentions2025-08: 28,249 mentions2025-09: 16,063 mentions2025-10: 12,216 mentions2025-11: 11,165 mentions2025-12: 12,169 mentions2026-01: 9,264 mentions2026-02: 18,021 mentions2026-03: 22,636 mentions2026-04: 23,278 mentions2026-05: 2,223 mentions2024-012026-05
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 Prism readiness candidate pool ranked 16–23. 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 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 Applovin and Applovin

Applovin has the largest displayed latest revenue at $5.48B; Applovin has the widest displayed latest margin at 60.8%.

Open Applovin in Companies Radar
Comparisons
Anomalies

TripAdvisor has the widest attention-readiness rank gap

It ranks #2 by measured news attention (21.2%) and #5 by Prism readiness. The gap is a review flag, not evidence that either measure is wrong.

Open TripAdvisor in Companies Radar

TripAdvisor shows a price-operating divergence to inspect

Its displayed filing-revenue change is +109.6% while its available monthly-close return is -72.1%. The signs differ, but the two measures cover different windows and do not establish causality.

Open TripAdvisor in Companies Radar
Explanations

Attention measures coverage volume, not quality

Pinterest's 72.4% 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 Pinterest 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 Bumble's company profile and inspect the underlying management, market-activity, innovation and risk evidence before relying on the 43/100 score.

Open Bumble 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.
Coming soon