Radar›Companies›Top General Industrial Machinery And Equipment Stocks in USA
United States general industrial machinery and equipment industry landscape illustrating listed-company operations, infrastructure and market activity
Prism Finance USA · comparison snapshot

Top General Industrial Machinery And Equipment Stocks in USA

Five U.S.-listed general industrial machinery and equipment names, read through one evidence stack: market path, official filing history, profitability, readiness, Prism attention and industry context.

Snapshot: 01 September 2026Not investment adviceRanked by Prism readiness
Readiness leaderIngersoll Rand · 46
Strongest available pathGraham · +573.3%
Widest latest marginRexnord · 11.7%
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 #1IR · NYSE

Ingersoll Rand

A U.S.-listed issuer classified by the SEC in General Industrial Machinery And Equipment

Founded 1872WILMINGTON$28.96B market cap
View full Companies Radar profile
46Cautious
Snapshot price$74.64as of page date
Monthly-close return+48.1%five-year window
FY2025 revenue$7.65BIngersoll Rand Inc.
Net margin7.6%FY2025
P/E snapshot30.8xone ratio, not a verdict
Prism attention1.7%share across these five
Filing track recordRevenue, USD billions
+48.5%
$0$2.6B$5.1B$7.7BFY2021: $5.152BFY2022: $5.916BFY2023: $6.876BFY2024: $7.235BFY2025: $7.651B20212022202320242025
FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 10.4%
52-week position20% through range
$68.07$101.0
News mentions4.8K
Community mentions139partial coverage
U.S.-scope patents1812
Prism Insights

What sits behind the readiness signal

Observed risk 0/100higher means more observed risk
Earnings signal57/100
Management stability90/100
Market position31/100
Capital-event signal34/100
Innovation pulse3/100
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 82 M&A involvements, 13 asset-acquisition events and 3 contract events.

Innovation activity

Prism records 0 lifetime product-launch events, 0 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 #2ZWS · NYSE

Rexnord

A U.S.-listed issuer classified by the SEC in General Industrial Machinery And Equipment

Founded 1900Milwaukee, Wisconsin$7.74B market cap
View full Companies Radar profile
44Cautious
Snapshot price$46.64as of page date
Monthly-close return+50.6%five-year window
FY2025 revenue$1.70BZurn Elkay Water Solutions Corp
Net margin11.7%FY2025
P/E snapshot29.0xone ratio, not a verdict
Prism attention0.4%share across these five
Filing track recordRevenue, USD billions
+86.2%
$0$0.6B$1.1B$1.7BFY2021: $0.911BFY2022: $1.282BFY2023: $1.530BFY2024: $1.567BFY2025: $1.696B20212022202320242025
FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 16.8%
52-week position30% through range
$43.06$55.00
News mentions1.3K
Community mentions27partial coverage
U.S.-scope patents432
Prism Insights

What sits behind the readiness signal

Observed risk 0/100higher means more observed risk
Earnings signal71/100
Management stability90/100
Market position19/100
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 17 M&A involvements, 2 asset-acquisition events and 1 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 #3GHM · NYSE

Graham

A U.S.-listed issuer classified by the SEC in General Industrial Machinery And Equipment

Founded 1968Batavia, New York$979.9M market cap
View full Companies Radar profile
42Cautious
Snapshot price$83.49as of page date
Monthly-close return+573.3%five-year window
FY2025 revenue$0.21BGRAHAM CORP
Net margin5.8%FY2025
P/E snapshot81.1xone ratio, not a verdict
Prism attention78.1%share across these five
Filing track recordRevenue, USD billions
+115.3%
$0$0.1B$0.1B$0.2BFY2021: $0.097BFY2022: $0.123BFY2023: $0.157BFY2024: $0.186BFY2025: $0.210B20212022202320242025
FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 21.1%
52-week position47% through range
$46.58$125.8
News mentions225.9K
Community mentions30.3Kpartial coverage
U.S.-scope patents7957
Prism Insights

What sits behind the readiness signal

Observed risk 0/100higher means more observed risk
Earnings signal65/100
Management stability90/100
Market position15/100
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 7 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 #4GTES · NYSE

Gates

A U.S.-listed issuer classified by the SEC in General Industrial Machinery And Equipment

Founded 1911Denver$6.28B market cap
View full Companies Radar profile
41Cautious
Snapshot price$24.80as of page date
Monthly-close return+52.4%five-year window
FY2025 revenue$3.44BGates Industrial Corp plc
Net margin7.3%FY2025
P/E snapshot17.6xone ratio, not a verdict
Prism attention19.6%share across these five
Filing track recordRevenue, USD billions
-0.9%
$0$1.2B$2.4B$3.6BFY2021: $3.474BFY2022: $3.554BFY2023: $3.570BFY2024: $3.408BFY2025: $3.443B20212022202320242025
FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR -0.2%
52-week position41% through range
$20.88$30.34
News mentions56.8K
Community mentions0partial coverage
U.S.-scope patents4826
Prism Insights

What sits behind the readiness signal

Observed risk 0/100higher means more observed risk
Earnings signal64/100
Management stability90/100
Market position11/100
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 4 M&A involvements, 1 asset-acquisition events and 0 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 #5TWIN · Nasdaq

Twin Disc

A U.S.-listed issuer classified by the SEC in General Industrial Machinery And Equipment

Founded 1918RACINE$323.4M market cap
View full Companies Radar profile
41Cautious
Snapshot price$22.42as of page date
Monthly-close return+110.3%five-year window
FY2025 revenue$0.34BTWIN DISC INC
Net margin-0.6%FY2025
P/E snapshot12.1xone ratio, not a verdict
Prism attention0.2%share across these five
Filing track recordRevenue, USD billions
+55.9%
$0$0.1B$0.2B$0.3BFY2021: $0.219BFY2022: $0.243BFY2023: $0.277BFY2024: $0.295BFY2025: $0.341B20212022202320242025
FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 11.7%
52-week position77% through range
$12.00$25.50
News mentions591
Community mentions0partial coverage
U.S.-scope patents250
Prism Insights

What sits behind the readiness signal

Observed risk 0/100higher means more observed risk
Earnings signal65/100
Management stability90/100
Market position16/100
Capital-event signal10/100
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 5 M&A involvements, 5 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

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.

Graham
+573.3%
Twin Disc
+110.3%
Gates
+52.4%
Rexnord
+50.6%
Ingersoll Rand
+48.1%

Latest revenue

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

Ingersoll Rand
$7.65B
Gates
$3.44B
Rexnord
$1.70B
Twin Disc
$0.34B
Graham
$0.21B

Latest profit margin

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

Rexnord
11.7%
Ingersoll Rand
7.6%
Gates
7.3%
Graham
5.8%
Twin Disc
-0.6%

Prism news attention

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

Graham
78.1%
Gates
19.6%
Ingersoll Rand
1.7%
Rexnord
0.4%
Twin Disc
0.2%
03 · Prism readout

What the signals say—and what they do not

The headline share is normalized general industrial machinery and equipment 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

Graham leads the conversation

It holds 78.1% of measured general industrial machinery and equipment news attention and also carries the basket's largest revenue base at $0.21B.

Price path

Graham leads the available price paths

Its monthly-close return is +573.3% for the five-year window. At the other end, Ingersoll Rand is +48.1% for its five-year window. Windows printed on each card must be compared carefully; price history is not a forecast.

Profitability

Rexnord has the widest latest margin

Its FY2025 net margin is 11.7%. 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

Twin Disc shows why one ratio is not a verdict

It has the basket's lowest snapshot P/E at 12.1x while its five-year window price return is +110.3%. 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 · IR

Ingersoll Rand

4,848available Prism news records

Prism top themes

Price action & investor response
203
Earnings & financial performance
131
Capital allocation & transactions
108
Leadership & governance
105
Macro demand & rates
55

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

News-volume growth

-23.4%651 latest 12m vs 850 prior 12m
2024-01: 28 mentions2024-02: 60 mentions2024-03: 42 mentions2024-04: 29 mentions2024-05: 46 mentions2024-06: 34 mentions2024-07: 47 mentions2024-08: 49 mentions2024-09: 36 mentions2024-10: 28 mentions2024-11: 32 mentions2024-12: 21 mentions2025-01: 39 mentions2025-02: 434 mentions2025-03: 44 mentions2025-04: 45 mentions2025-05: 43 mentions2025-06: 32 mentions2025-07: 35 mentions2025-08: 39 mentions2025-09: 28 mentions2025-10: 44 mentions2025-11: 39 mentions2025-12: 23 mentions2026-01: 58 mentions2026-02: 92 mentions2026-03: 71 mentions2026-04: 130 mentions2026-05: 63 mentions2026-06: 29 mentions2024-012026-06

Machine-classified coverage tone

92.8% positive-1.9 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

stock performance 61investment deal 41compressor systems 38reciprocating compressors 34earnings report 32stock price 27quarterly results 25earnings surprises 24

Keyword tag occurrences in available Prism news records.

Coverage: 2010-02-19–2026-06-19 · trend and themes shown through 2026-06
Areas of research · ZWS

Rexnord

1,259available Prism news records

Prism top themes

Price action & investor response
57
Leadership & governance
36
Earnings & financial performance
30
Capital allocation & transactions
7

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

News-volume growth

+88.8%202 latest 12m vs 107 prior 12m
2024-01: 2 mentions2024-02: 6 mentions2024-03: 3 mentions2024-04: 4 mentions2024-05: 4 mentions2024-06: 2 mentions2024-07: 7 mentions2024-08: 3 mentions2024-09: 2 mentions2024-10: 3 mentions2024-11: 4 mentions2024-12: 11 mentions2025-01: 4 mentions2025-02: 53 mentions2025-03: 6 mentions2025-04: 7 mentions2025-05: 6 mentions2025-06: 1 mentions2025-07: 8 mentions2025-08: 48 mentions2025-09: 15 mentions2025-10: 18 mentions2025-11: 10 mentions2025-12: 5 mentions2026-01: 7 mentions2026-02: 20 mentions2026-03: 10 mentions2026-04: 27 mentions2026-05: 33 mentions2026-06: 1 mentions2024-012026-06

Machine-classified coverage tone

80.6% positive-14.7 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

new executive 21ceo change 21stock performance 13stock surge 11quarterly financials 8sustainability commitment 7financial report 7earnings report 6

Keyword tag occurrences in available Prism news records.

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

Graham

225,860available Prism news records

Prism top themes

Legal, arbitration & regulatory
270
Leadership & governance
264
Price action & investor response
188

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

News-volume growth

-3.5%20,595 latest 12m vs 21,332 prior 12m
2024-02: 1,594 mentions2024-03: 1,386 mentions2024-04: 1,284 mentions2024-05: 1,576 mentions2024-06: 1,099 mentions2024-07: 1,223 mentions2024-08: 1,550 mentions2024-09: 1,990 mentions2024-10: 1,410 mentions2024-11: 1,505 mentions2024-12: 1,462 mentions2025-01: 1,673 mentions2025-02: 2,421 mentions2025-03: 2,357 mentions2025-04: 2,188 mentions2025-05: 1,408 mentions2025-06: 1,029 mentions2025-07: 2,339 mentions2025-08: 4,112 mentions2025-09: 1,933 mentions2025-10: 1,317 mentions2025-11: 1,033 mentions2025-12: 1,104 mentions2026-01: 1,789 mentions2026-02: 1,995 mentions2026-03: 2,441 mentions2026-04: 2,385 mentions2026-05: 2,044 mentions2026-06: 329 mentions2026-07: 113 mentions2024-022026-07

Machine-classified coverage tone

45.8% positive-5.9 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

college playoffs 513draft prospect rankings 508team draft boards 505draft trade scenarios 461national security strategy 393tariff negotiations 369stock performance 333nfl starting lineup 324

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-01–2026-07-29 · trend and themes shown through 2026-07
Areas of research · GTES

Gates

56,806available Prism news records

Prism top themes

Legal, arbitration & regulatory
160
Earnings & financial performance
108
Leadership & governance
54

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

News-volume growth

-9.5%4,908 latest 12m vs 5,421 prior 12m
2024-02: 514 mentions2024-03: 683 mentions2024-04: 241 mentions2024-05: 457 mentions2024-06: 261 mentions2024-07: 393 mentions2024-08: 268 mentions2024-09: 465 mentions2024-10: 347 mentions2024-11: 348 mentions2024-12: 307 mentions2025-01: 510 mentions2025-02: 614 mentions2025-03: 554 mentions2025-04: 588 mentions2025-05: 645 mentions2025-06: 250 mentions2025-07: 525 mentions2025-08: 769 mentions2025-09: 335 mentions2025-10: 401 mentions2025-11: 255 mentions2025-12: 301 mentions2026-01: 386 mentions2026-02: 1,269 mentions2026-03: 358 mentions2026-04: 461 mentions2026-05: 307 mentions2026-06: 60 mentions2026-07: 6 mentions2024-022026-07

Machine-classified coverage tone

46.0% positive-14.7 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

philanthropic funding allocation 163ncaa updates 154ai hardware 148ai research 140college playoffs 130philanthropic tech 128social venture funding 122philanthropic effectiveness 112

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-01–2026-07-14 · trend and themes shown through 2026-07
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.

IR

Ingersoll Rand

139 mentions
Stock and valuation
40
Workplace and hiring
28
Products, pricing and logistics
26
Other company context
2

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 139 records remained after filtering.

ZWS

Rexnord

27 mentions
Stock and valuation
7
Workplace and hiring
4
Products, pricing and logistics
1

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 27 records remained after filtering.

GHM

Graham

30,320 mentions
Stock and valuation
2,950
Products, pricing and logistics
1,208
Workplace and hiring
312
Other company context
7

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 30,320 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.

IR

Ingersoll Rand

through 2026-05-04
Earnings releases 41M&A 32Leadership changes 13Company announcements 6Asset acquisitions 3
  1. M&A

    Ingersoll Rand, a global provider of mission‑critical flow creation, life science, and industrial solutions listed on the NYSE under the ticker IR, has acquired Fox s.r.l. and XF s.r.l.

  2. Earnings releases

    Reported revenues of $1,847 million, up 8%.

  3. Company announcements

    Ingersoll Rand, a global provider of mission‑critical flow creation and industrial solutions, has outlined an enhanced growth roadmap for 2026, centered on innovation, customer alignment, and expansion across high‑potential sectors.

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

ZWS

Rexnord

through 2023-07-24
Earnings releases 18M&A 17Company announcements 14Leadership changes 9Listing / IPO 8
  1. Earnings releases

    Rexnord Corp. reported fiscal second quarter net income of $37.1 million, or 35 cents per share, up from a net loss of $52.5 million, or 54 cents per share, in the same period a year ago.

Cached Prism company-event evidence fallback; totals describe available coverage and the displayed highlights prefer filing-backed earnings rows.

GHM

Graham

through 2026-04-22
Earnings releases 12Leadership changes 3M&A 3Asset acquisitions 2
  1. Earnings releases

    Graham $237.56 million 4.43 $12.23 million $1.35

  2. M&A

    Batavia-based Graham Corp. has acquired FlackTek Manufacturing, LLC and FlackTek Sales, LLC for $35 million, adding advanced materials processing as a third core technology platform alongside its vacuum and heat transfer and turbomachinery businesses.

  3. Asset acquisitions

    Batavia-based Graham Corp. has acquired certain assets of Xdot Bearing Technologies, a specialized consulting, design and engineering firm focused on foil bearing technology.

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

GTES

Gates

through 2026-05-01
Earnings releases 26Company announcements 7Leadership changes 3Asset acquisitions 1Listing / IPO 1
  1. Asset acquisitions

    The Timken Company entered into a definitive agreement to sell the assets of its belts business to Gates Industrial Corporation plc.

  2. M&A

    Gates to acquire the belts business from The Timken Company

  3. Earnings releases

    First-quarter net sales of $851 .1 million, up 0.4% compared to the prior-year period, including a core revenue decrease of 2.9%.

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

TWIN

Twin Disc

through 2026-02-06
Earnings releases 15M&A 4Regulatory 1
  1. Earnings releases

    CFO Jeff Knutson reported fiscal second quarter sales of $90.2 million, up 0.3% from $89.9 million a year earlier. Net income attributable to Twin Disc was $22.4 million, or $1.55 per diluted share, compared with $919,000, or $0.07 per share, in the prior-year period.

  2. M&A

    Twin Disc announced the successful completion of its $16.5 million acquisition of Kobelt Manufacturing Co. Ltd., a British Columbia-based company specializing in brake, control and steering systems for industrial and marine end markets.

  3. Regulatory

    Twin Disc, in collaboration with its distribution partner, Palmer Johnson Power Systems, has announced its Electric Propulsion System Conversion Kit has been approved by the California Air & Resources Board (CARB) under the Clean Off-Road Equipment Voucher Incentive Project (CORE).

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

07 · Industry landscape

General Industrial Machinery And Equipment Industry in USA

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

Prism market forecast extraction

industrial machinery market

5 sources72.4% extraction confidence
2020 extracted base$565.60B
2027 extracted forecast$794.00B
Implied source CAGR5.1%
growing industrial outputcapacity additions in process and discrete industriesease of operability of industrial machines

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

Prism news insights

U.S. General Industrial Machinery And Equipment news pulse

66,716available Prism news records
Latest 12m volume-8.2%27261 vs 29711 records
Positive classified tone60.8%+2.0 pp vs prior four quarters
2024-01: 1,986 mentions2024-02: 2,061 mentions2024-03: 1,983 mentions2024-04: 1,728 mentions2024-05: 1,986 mentions2024-06: 1,763 mentions2024-07: 2,096 mentions2024-08: 1,946 mentions2024-09: 1,834 mentions2024-10: 2,172 mentions2024-11: 2,611 mentions2024-12: 1,785 mentions2025-01: 3,592 mentions2025-02: 4,116 mentions2025-03: 2,971 mentions2025-04: 2,931 mentions2025-05: 1,894 mentions2025-06: 1,438 mentions2025-07: 2,136 mentions2025-08: 3,557 mentions2025-09: 2,204 mentions2025-10: 2,033 mentions2025-11: 1,849 mentions2025-12: 1,958 mentions2026-01: 1,497 mentions2026-02: 3,316 mentions2026-03: 2,879 mentions2026-04: 4,062 mentions2026-05: 332 mentions2024-012026-05
24Q4
25Q1
25Q2
25Q3
25Q4
26Q1
26Q2
26Q3

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

Recurring Prism themes

industrial fire suppression techniques
11,605
urban fire spread patterns and prevention
9,580
high-rise building fire evacuation challenges
7,697
general election campaigns
4,236
general cancer prevention strategies
3,970
emergency response and disaster preparedness
3,787

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

Frequent industry keywords

fire compartmentalization 3,111fire propagation 2,142dow jones industrial stocks 1,300fireproofing 1,275fire load 1,211fire control 1,153support groups cancer 1,088industrial sector performance 1,083

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

growing industrial output

5 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

industrial fire suppression techniques

11,605 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

5,553 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

high initial costs

4,388 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

-8.2% news volume

The latest 12 months contain 27,261 matched records versus 29,711 in the previous window.

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

Classified tone is not demand

60.8% positive · +2.0pp

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 currently eligible U.S.-listed issuers classified under SEC SIC 3560 (General Industrial Machinery And Equipment). The builder rechecks price, filing and Prism evidence before assembling the basket. This is a focused research comparison, not a complete sector index.

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 General Industrial Machinery And Equipment 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
Comparisons
Anomalies

Graham has the widest attention-readiness rank gap

It ranks #1 by measured news attention (78.1%) and #3 by Prism readiness. The gap is a review flag, not evidence that either measure is wrong.

Gates shows a price-operating divergence to inspect

Its displayed filing-revenue change is -0.9% while its available monthly-close return is +52.4%. The signs differ, but the two measures cover different windows and do not establish causality.

Explanations

Attention measures coverage volume, not quality

Graham's 78.1% 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 Ingersoll Rand's company profile and inspect the underlying management, market-activity, innovation and risk evidence before relying on the 46/100 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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