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Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE THE UNITED STATES EDITION 2026

the United States’s
mining industry,
in focus.

The companies, capital and talent shaping mining in the United States. Find the leaders. Understand the segments. See where the activity is.

Explore in Radar Read the key signals
Snapshot: Funding in USD
Illustrated cover for Mining Industry Landscape of the United States
US
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Mining illustration
Companies tracked 1,419Mining ecosystem in the United States Disclosed funding $12.44B200 companies · all recorded rounds Companies hiring 114With open roles at the snapshot Tracked open roles 3514 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore the United States’s mining leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Explore the full landscape
Mining company highlights in the United States, snapshot 7 August 2026
Company
KoBold Metalskoboldmetals.com$1.22B—62—
New Goldnewgold.com$963.26M—1,578—
Magnetationmagnetation.com$801.64M—122—
Nevada Coppernevadacopper.com$690.59M—110—
Mesabi Metallicsmesabimetallics.com$670M—15—
Barrickbarrick.com$564M—369—
Alpha Metallurgical Resourcesalphametresources.com$560M—4,160$2.12BFYFY2025 filing
Independence Contract Drillingicdrilling.com$497.9M—600—
Kennametalkennametal.com—13 roles8,739$1.97BFYFY2025 filing
MP Materialsmpmaterials.com—12 roles486$224.44MFYFY2025 filing
Freeport-McMoRanfcx.com—11 roles30,000—
Hexagon Mininghexagonmining.com—11 roles——
Terex Corporationterex.com—11 roles10,200$5.42BFYFY2025 filing
Turner Mining Groupturnermining.com—11 roles131—
Alcoaalcoa.com—10 roles16,258Financial figure available in RadarView in Radar
Helmerich & Paynehelmerichpayne.com—10 roles6,200$3.68BFYFY2025 filing
CONSOL Energyconsolenergy.com——1,860Financial figure available in RadarView in Radar
Caterpillarcaterpillar.com——147,743Financial figure available in RadarView in Radar
Newmontnewmont.com——21,700$22.67BFYFY2025 filing
NioCorpniocorp.com——4—
Peabodypeabodyenergy.com——5,400$4.62BFYFY2019 filing
SLBslb.com——100,000—
Southern Coppersoutherncoppercorp.com——15,018Financial figure available in RadarView in Radar
The Mosaic Companymosaicco.com——14,049$12.05BFYFY2025 filing
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only
THE KEY SIGNALS

Mining industry KPIs in the United States

A few useful ratios bring the size of this ecosystem into perspective.

7 August 2026
Hiring participation8.0%

114 of 1,419 tracked companies have open roles.

Funding participation14.9%

211 of 1,419 tracked companies have a recorded round.

Top 3 funding share24.0%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$2M

Midpoint of 496 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 24.0% of disclosed capital, while 85.1% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How the United States mining has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

the United States mining
$0$417.23M$834.46M$1.25B$1.67B2016: $94.19M20162017: $931.62M20172018: $507.21M20182019: $555.21M20192020: $1.01B20202021: $690.33M20212022: $738.66M20222023: $1.32B20232024: $997.22M20242025: $1.46B2025
View the numbers
Annual mining funding and company formation in the United States
YearFunding (USD)FoundedRaising
2016$94.19M2820
2017$931.62M3028
2018$507.21M3930
2019$555.21M4330
2020$1.01B5430
2021$690.33M5134
2022$738.66M3634
2023$1.32B2549
2024$997.22M1643
2025$1.46B753
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • KoBold Metals9.8%
  • New Gold7.7%
  • Magnetation6.4%
  • Other companies76.0%

Funding by stage

544 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel95 17.5%
Series A–B66 12.1%
Series C+ / PE24 4.4%
Grants, debt & other359 66.0%

Recent recorded rounds

Latest recorded rounds · USD
8 rounds

Swipe or scroll horizontally to browse.

Series B04/2026
Disa Tech $33M

Backed by Galvanize Climate Solutions and BHP and others.

Conventional Debt03/2026
Mesabi Metallics $520M

Backed by Valor Mining Credit Partners II and Breakwall.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
USD · millions · consolidated

Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.

FY2025 · annual statements grouped by reported fiscal year; exact entity periods remain on preview rows · 15 reporting entities from 32 eligible matches.

Revenue in covered accounts$53,022.6m

Sum of reporting-entity revenue; not the United States market sales.

Net profit / loss$8,467.4m

Combined result for the same cohort.

Aggregate net margin+16.0%

Combined net income ÷ combined revenue.

Median company revenue$1,423.0m

The middle covered reporting entity.

Profitable entities+53.3%

8 of 15 covered entities.

Top-five concentration+86.6%

Share of covered revenue from the five largest entities.

Annual account trend

Reported cohort totals by year; coverage is stated for every period.

Bar height shows revenue. Changes in coverage can affect totals.

Profitability has two perspectives

FY2025 · 15 reporting entities

Open the company accounts

Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.

15 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
THE UNITED STATES · INDUSTRY COHORTS

How does mining compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.

Coverage, calculations & financial sources

Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.

The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.

Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the the United States companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Most-installed apps

23 of these companies (1.6%) publish at least one Android app — 62 apps in all, carrying 2.1M installs between them.

AppInstallsRatingStore category
Cat® CentralCat1.2M4.6Business
SIS2GOCat329.7K2.9Business
Cat® InspectCat146.6K3.8Business
VisionLink™Cat83K3.5Business
Cat® Monitor SimulatorCat76.3K4.8Business
EHS InsightEHS Insight59K3.8Business
Cat® Virtual ShowroomCat35.7K3.7Business
SpheraCloud MobileSphera Solutions23.9K—Business
Cat® Remote Asset MonitorCat19.6K3.3Productivity
Cat® DSP MobileCat17K4.4Business

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q3–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Mining Equipment232MCat® Central 1.2M
Construction Equipment And Machinery162MSIS2GO 329.7K
Mining Tech35121.5KEHS Insight 59K
Manufacturing Tech988.8KSpheraCloud Mobile 23.9K
Grc Software486.4KSpheraCloud SCRM Mobile App™️ 3.4K
Hrtech639.6KVector Learn 10.4K
Mining Companies22.2KConnect2Peabody 1.3K
Iot Applications121.3KGroundHog Mine Manager 285

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2022Q4: 42022Q4: 02022Q42023Q1: 32023Q1: 02023Q12023Q2: 22023Q2: 02023Q22023Q3: 22023Q3: 12023Q32023Q4: 12023Q4: 12023Q42024Q2: 12024Q2: 12024Q22024Q3: 22024Q3: 12024Q32024Q4: 22024Q4: 22024Q42025Q1: 52025Q1: 22025Q12025Q2: 22025Q2: 02025Q22025Q3: 12025Q3: 72025Q32026Q1: 32026Q1: 102026Q1

Darker bars are new releases, lighter bars apps updated. 60 of 62 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The the United States mining market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech147
Enterprise software94
Saas44
Deep tech13
Mineral recovery from waste11
Biomining11
Industry 4.010
Global 20009
Future of work8
Fortune 5007
Deskless workforce7
Circular economy7

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

147companies
13.6%have hiring activity

20 companies hiring · $2.52B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Fee-for-service441
Physical commerce385
Commission on transaction286
E-commerce - product238
E-commerce - service167
Subscription121
Advertising108
Lending5
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
IPO activitybarrick.com ↗

Barrick said in Tuesday’s statement that it can pursue the IPO without Newmont’s approval, though it continues to talk with its Denver-based partner about improving operations at the Nevada joint venture it operates.

Funding roundsbluemoonmining.com ↗

Blue Moon Metals Inc. (TSXV: MOON) (NASDAQ: BMM) has closed a follow-on investment of approximately C$4.8 million from Hartree Partners, LP, giving the Toronto-based critical metals developer fresh capital for its brownfield polymetallic project portfolio.

Mergers & acquisitionsslb.com ↗

SLB has agreed to acquire the upstream geoscience and petroleum engineering software portfolio of S&P Global’s energy division, expanding its digital subsurface capabilities and presence in U.S. unconventional workflows.

Mergers & acquisitionsusare.com ↗

USA Rare Earth, Inc. (NASDAQ: USAR) has entered a definitive agreement to acquire 100% of Serra Verde Group in a transaction valued at approximately $2.8 billion.

Mergers & acquisitionssweetwaterroyalties.com ↗

Uranium Royalty Corp (TSX: URC) is moving to significantly scale its North American footprint through a $1.9 billion merger with Sweetwater Royalties, a move that will establish the company as the largest private mineral landowner in Wyoming.

Funding roundsturnermining.com ↗

Wingspire has provided an initial $20m in financing, with additional funding available as Turner Mining Group expands its operations.

IPO activityamericanbatterymaterials.com ↗

The Greenwich, Connecticut-based firm plans to sell 2.5 million shares in the transaction, an increase from just above 2 million previously, and has assumed a public offering price of USD 6.00 apiece. ThinkEquity has been hired as the sole bookrunner on the deal.

Mergers & acquisitionscaterpillar.com ↗

Caterpillar Inc. has acquired self-driving electric tractor startup Monarch Tractor, according to people familiar with the matter.

Funding roundsspartanmetals.com ↗

Spartan Metals Corp. (“Spartan” or the “Company”) (TSX-V: W) is pleased to announce further to its news release of April 2, 2026 it has increased its non-brokered private placement (the “Private Placement”) to raise gross proceeds of up to $5,500,000 through the sale of up to 10,000,000 units (the “Units”) at the price of $0.55 per Unit.

Mergers & acquisitionsalcoa.com ↗

Nisa Investment Advisors LLC now owns 11,581 shares of the industrial products company’s stock valued at $381,000 after acquiring an additional 362 shares in the last quarter.

Full recorded event mix

Top 10 categories among 3,712 recorded events in the 24-month window.

Earnings
861
Company announcements
710
Asset acquisitions
409
Leadership moves
363
Funding rounds
323
Contracts
265
Mergers & acquisitions
243
Lawsuit
150
Regulatory
109
Board Updates
67
7 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

15 companies with recorded IPO activity

Barrick ↗

IPO · New York5 reports

IPO · NASDAQ2 reports

IPO · OTC Pink1 reports

Vista Gold ↗

Follow-on Offering · NYSE American; TSX1 reports

OFS2 reports

Follow-on Offering · NYSE American1 reports

IPO activity · NYSE2 reports

Perpetua ↗

Follow-on Offering · NASDAQ3 reports

Leadership moves

116 tracked people moves

iGO ↗
Johan van Vuuren

Resignation Chief Financial Officer

Tanbreez ↗
Thomas "TYT" Mogensen

Appointment Chief Executive Officer

Soo-Whan Kim

Appointment Chief Financial Officer

Greg Duras

Resignation Previously Chief Financial Officer

Chaitan Kansal

Appointment Chief Commercial Officer

Caterpillar ↗
Andrew Bonfield

Retirement Previously Chief Financial Officer

Caterpillar ↗
Kyle Epley

Appointment Chief Financial Officer

Admiral Flávio Augusto Viana Rocha

Appointment Independent Director

Product launches

Products, platforms and features in the recorded window

TTC70

crane

MT130J mobile jaw crusher

Jaw crusher

Kennametal ↗
Machinist of the Year program

Program

Kennametal ↗
Global Brand Ambassador Program

Program

SLB ↗
Tela

Artificial Intelligence Assistant

Caterpillar ↗
Global Innovation Prize

Innovation Funding Program

Caterpillar ↗
Cat AI Assistant

Industrial AI Assistant

Supplier 360 Intelligence

Supplier Risk Intelligence

Contract wins

117 recorded customer wins

Caterpillar ↗

Customer: carmeuseQuarry

SLB ↗

Customer: equinorOil & Gas

SLB ↗

Customer: finder energyOil and Gas

TGS ↗

Customer: Oil and gas

Customer: Eagle Nuclear Energy Corp.

USAC ↗

Customer: U.S. GovernmentMining

Regulatory events

95 recorded events

Newmont ↗

rejection of extension requestMinerals Commission

Newmont ↗

mandated shift of mining operations to local contractorsGhana’s mining regulator

approved for acquisitionForeign Investment Review Board (FIRB)

U.S. Army Corps of Engineers

Litigation

31 tracked suits

Company
as you sow v sec

Shareholder proposal regulationRegulatory ·

Company
investor advocacy groups v sec

shareholder rights and corporate accountabilityRegulatory · Filed

Earnings pulse

Reported company results in the recorded window.

71companies
952period observations
14.2%median reported growth

Median across 506 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
Hecla→havilahCompleted2026-07-20$9.2M
Hecla→klondex minesCompleted2026-07-20$153.0M
USA Rare Earth→Serra Verde GroupAnnounced2026-04-25$2.8B
SLB→s&p globalAnnounced2026-04-24Not stated in snapshot
Caterpillar→monarch tractorRumored2026-04-19Not stated in snapshot
Terex Corporation→environmental solutions groupCompleted2026-04-18Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

1,835 postings in the preceding 12 months. The full 2,933-posting snapshot covers 93 employers.

Expand panel +

Most advertised job titles

Data Scientist27
Automation Machine Tool Electrician– Starting Pay $36.36/Hour $5,000 Sign On Bonus Lafayette, In27
Assembly Technicians Lafayette, In18
Level 3 Machinist Technician 2Nd & 3Rd Shift Lafayette, In17
2025 Entry Level It Analyst16
Financial Analyst16
0 internship postings

13 tracked postings mention remote work.

The seniority mix

1,073 postings specify a level.

unspecified
1,860
manager
474
senior
303
lead
129
intern
85
entry
82

Skills employers mention

Top skills across 2,933 tracked postings in the available jobs snapshot.

Excel
35
Word
23
Microsoft Office
21
Outlook
19
Powerpoint
15
Schematics
12
Electrical
11
Autocad
9
Mechanical
9
Welding
9
ADVERTISED PAY$108.5K/ year

Median across 201 postings with pay data, expressed in USD.

Salary by seniority

manager$128.5K/ year40 postings

Advertised posting medians do not describe all employees or roles.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

322 founders and chief executives across 295 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

37 profiles with education records.

Cornell University
5
University of Pennsylvania
4
Columbia Business School
4
Stanford University
4
Columbia University
3
University of Toronto
3
University of Chicago
3
Harvard University
3

Prior employers

9 profiles with prior-work records.

Boston Consulting Group
3
Bain
2
Amazon
2
Morgan Stanley
1
Google
1

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

106,093 articles in the measured 12-month window.

Expand panel +
106,093articles in the measured year
31,027articles in 2026Q1
67.6%positive tone in the latest complete year

News volume trends

Mining coverage across United States · articles per complete quarter

010,18220,36430,54640,7282021Q2: 14,6272021Q22021Q3: 16,3992021Q4: 12,8892022Q1: 17,2682022Q2: 16,4482022Q22022Q3: 14,9332022Q4: 18,5292023Q1: 18,0222023Q2: 18,5472023Q22023Q3: 18,8552023Q4: 18,9232024Q1: 22,2402024Q2: 22,3352024Q22024Q3: 21,9752024Q4: 23,9642025Q1: 35,4162025Q2: 24,6482025Q22025Q3: 24,3782025Q4: 22,8112026Q1: 31,0272026Q1
View quarterly article counts
QuarterArticles
2021Q214,627
2021Q316,399
2021Q412,889
2022Q117,268
2022Q216,448
2022Q314,933
2022Q418,529
2023Q118,022
2023Q218,547
2023Q318,855
2023Q418,923
2024Q122,240
2024Q222,335
2024Q321,975
2024Q423,964
2025Q135,416
2025Q224,648
2025Q324,378
2025Q422,811
2026Q131,027

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
35,781 positive · 655 neutral · 15,122 negative
2022
40,948 positive · 1,648 neutral · 24,542 negative
2023
50,011 positive · 1,175 neutral · 23,110 negative
2024
61,834 positive · 1,479 neutral · 27,149 negative
2025
72,445 positive · 1,666 neutral · 33,009 negative

Leading coverage topics

Mining coverage across United States · ranked by full-period article count.

Commodity Trading And Price Changes26,634 articles in the full recorded period
11,451 recent · 8,042 prior
Precious Metals Trading Trends (Gold, Silver, Platinum)16,302 articles in the full recorded period
6,848 recent · 6,203 prior
Oil And Gas Market Trends14,588 articles in the full recorded period
5,416 recent · 3,568 prior
Mineral Exploration Drilling Techniques13,414 articles in the full recorded period
4,869 recent · 3,764 prior
Federal Reserve Policy Meeting Summaries12,939 articles in the full recorded period
5,129 recent · 4,175 prior
Interest Rate Decisions And Impacts12,286 articles in the full recorded period
4,616 recent · 3,891 prior
Energy Commodities Market Analysis (Crude Oil, Natural Gas)10,660 articles in the full recorded period
2,825 recent · 2,973 prior
Derivatives Trading (Futures, Options)9,376 articles in the full recorded period
4,301 recent · 2,740 prior
Central Bank Monetary Policy Announcements8,995 articles in the full recorded period
3,124 recent · 2,782 prior
Economic Indicators (Gdp, Cpi, Unemployment)8,581 articles in the full recorded period
3,110 recent · 2,793 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Mining coverage across United States

KeywordRecentPriorChange
crude oil prices3,2932,24747%
commodity trading2,8451,81856%
commodity indices1,50298952%
rare earth elements extraction1,242523137%
opec policies88550974%
geopolitical risk commodities86044593%
drill testing77955141%
diplomatic crises prices739242205%
forex liquidity730318130%
electrowinning rare earths724302140%
wheat futures tactics171386-56%
inflation hedging165301-45%
master franchising29286-90%
seasonal agri-trading121279-57%
brand franchising31278-89%

Event and signal lenses

Mining coverage across United States

All complete annual cohorts shown
Rising

Regulatory Risk

119,637 classified articles

gold spot price, gold futures trends, commodity futures

38.8% critical · 34.5% positive
Rising

Funding Momentum

21,116 classified articles

exploration funding, mineral exploration, diamond drilling

25.7% critical · 45.7% positive
Rising

Growth

35,570 classified articles

commodity futures, oil price volatility, crude oil prices

37.5% critical · 37.8% positive

Mining coverage across United States. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Mining research is working on

6,234 papers in the recorded worldwide scope.

Expand panel +
6,234papers
6,234worldwide comparison pool
278India-affiliated papers

Research orientation

Promising
2,924
Descriptive
1,859
Problem-identifying
524
Breakthrough
419
Comparative
266
Cautionary
226
Critical
16

Contribution mix

Empirical
4,006
Methods-led
1,484
Reviews
579
Position pieces
133
Theoretical
32

Tone counts: 4,950 positive · 1,035 neutral · 249 negative.

Common problems researchers identify
540 papers · 8.7% of this field
  • Mineral processing288 papers
  • Mineral106 papers
  • Metallurgy68 papers
  • Tailings67 papers
  • Raw material60 papers
  • Beneficiation55 papers
  • Mineral resource classification50 papers
  • Iron ore37 papers

Landmark: The Challenges of Reusing Mining and Mineral-Processing Wastes

Cautions
226 papers · 3.6% of this field
  • Mineral processing85 papers
  • Tailings49 papers
  • Metallurgy36 papers
  • Beneficiation32 papers
  • Mineral30 papers
  • Gangue27 papers
  • Copper24 papers
  • Grinding19 papers

Landmark: Modifications to EPA Method 3060A to Improve Extraction of Cr(VI) from Chromium Ore Processing Residue-Contaminated Soils

Opportunities
3,343 papers · 53.6% of this field
  • Mineral processing1,427 papers
  • Metallurgy614 papers
  • Tailings536 papers
  • Mineral532 papers
  • Beneficiation498 papers
  • Grinding384 papers
  • Copper311 papers
  • Iron ore291 papers

Landmark: The tremendous potential of deep-sea mud as a source of rare-earth elements

Leading institutions

Luleå University of Technology
677
China University of Mining and Technology
623
Kunming University of Science and Technology
600
Helmholtz Institute Freiberg for Resource Technology
416
University of North Carolina at Charlotte
412
Helmholtz-Zentrum Dresden-Rossendorf
408

Leading researchers

Zhengfu Bian
412
Xiexing Miao
412
Shaogang Lei
412
Shen-En Chen
412
Wenfeng Wang
412
Saeed Chehreh Chelgani
359
Jan Rosenkranz
349
Abraham Adewale Adeleke
326

Highly cited breakthrough-labelled papers

  • Electrocoagulation: A Promising Method to Treat and Reuse Mineral Processing Wastewater with High COD73 citations
  • Triboelectric Belt Separator for Beneficiation of Fine Minerals45 citations
  • Integrated Optimization for the Automation Systems of Mineral Processing44 citations
  • Clays in the Minerals Processing Value Chain43 citations
  • Innovative technologies providing enhancement of non-ferrous, precious, rare and rare earth metals extraction37 citations

Common problems researchers identify

499 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Waste Management in Mineral ProcessingCommon problems researchers identify · 01

Waste Management in Mineral Processing

122 papers

24.4% of this theme group

Researchers highlight challenges in handling and reusing mining and processing waste to reduce environmental impact.

Mineral processing (68) · Raw material (30) · Mineral resource classification (27) · Waste management (19)

The Challenges of Reusing Mining and Mineral-Processing Wastes

The challengein mineral processing for low-grade ores and man-made waste: how toreducethe negative environmental impact from the mining indu

View research history
YearShare index
20223888.1
20233989.8
20243992.4
20253350.4
Sustainable Mineral Processing MethodsCommon problems researchers identify · 02

Sustainable Mineral Processing Methods

82 papers

16.4% of this theme group

Studies point to difficulties in developing integrated, low‑impact processing techniques for diverse mineral resources.

Mineral processing (77) · Mineral (21) · Process engineering (11) · Manufacturing engineering (5)

Scientific substantiation and development of innovative approaches to integrated mineral processing

Sustainable Processing of Mineral Resources

View research history
YearShare index
2022791.2
2023829.3
2024805.5
2025584.3
Gold Cyanidation and Beneficiation IssuesCommon problems researchers identify · 03

Gold Cyanidation and Beneficiation Issues

75 papers

15.0% of this theme group

Papers discuss technical and environmental obstacles in extracting gold and other metals from ores.

Gold cyanidation (11) · Gold ore (14) · Beneficiation (23) · Metallurgy (26)

Process Applications and Challenges in Mineral Beneficiation and Recovery of Niobium from Ore Deposits – A Review

Mineral Processing and Metal Extraction on the Lunar Surface - Challenges and Opportunities

View research history
YearShare index
202225.3
202326.5
202425.6
202527.6
Processing Unconventional Mineral DepositsCommon problems researchers identify · 04

Processing Unconventional Mineral Deposits

62 papers

12.4% of this theme group

Research flags problems in treating gangue‑rich ores such as cassiterite and magnetite.

Gangue (17) · Mineral (23) · Cassiterite (6) · Magnetite (5)

Review of allanite: Properties, occurrence and mineral processing technologies

Process mineralogy of unconventional mineral deposits examples of applications and challenges

View research history
YearShare index
2022197.1
2023195.5
2024228.9
2025272.6
Tailings Handling and Leaching ConcernsCommon problems researchers identify · 05

Tailings Handling and Leaching Concerns

61 papers

12.2% of this theme group

Authors emphasize risks and inefficiencies in tailings storage, dam stability, and leaching operations.

Tailings (55) · Mineral processing (33) · Leaching (10) · Tailings dam (4)

Geological and mineralogical study of ore tailings for bio-leaching

Designer tailings: improving the management of tailings through collaborative research

View research history
YearShare index
202290.1
202385.3
202480.6
202595.4
Froth Flotation Reagent and Bubble IssuesCommon problems researchers identify · 06

Froth Flotation Reagent and Bubble Issues

50 papers

10.0% of this theme group

Works identify difficulties with reagent selection, adsorption, and bubble dynamics, especially with clay minerals.

Froth flotation (12) · Reagent (8) · Adsorption (6) · Bubble (4)

Managing clay minerals in froth flotation—A critical review

Froth Flotation of Iron Ores

View research history
YearShare index
2022575.9
2023556.1
2024442.4
2025406.0
Comminution and Grinding EfficiencyCommon problems researchers identify · 07

Comminution and Grinding Efficiency

47 papers

9.4% of this theme group

Studies reveal challenges in optimizing breakage, media wear, and energy use during ore grinding.

Comminution (22) · Grinding (18) · Process engineering (10) · Mineral processing (27)

Breakage process of mineral processing comminution machines – An approach to liberation

A Review of the Grinding Media in Ball Mills for Mineral Processing

View research history
YearShare index
2022595.4
2023627.5
2024565.3
2025371.4

Cautions

211 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Process Simulation and Productivity LimitsCautions · 01

Process Simulation and Productivity Limits

73 papers

34.6% of this theme group

Researchers caution that simulation tools may overlook practical constraints in mineral processing circuits.

Mineral processing (50) · Metallurgy (21) · Geology (7) · Mineral (13)

The Use of Process Analysis and Simulation to Identify Paths to Improve the Operation of an Iron Ore Gravity Concentration Circuit

The Use of Productivity Improvement Tools at a Mineral Processing Plant

View research history
YearShare index
20221952.6
20231933.3
20242079.6
20251424.5
Tailings Reuse and Environmental RisksCautions · 02

Tailings Reuse and Environmental Risks

63 papers

29.9% of this theme group

Papers warn of potential hazards when repurposing tailings from uranium, gold, and other ore processing.

Tailings (38) · Uranium (7) · Gold cyanidation (6) · Beneficiation (12)

Utilization of Tailings Backwater from a Mineral Processing Plant of Copper-molybdenum Sulfide Ores

SOLUTION OF ENVIRONMENTAL PROBLEMS DURING COMPREHENSIVE PROCESSING OF TAILS OF CONCENTRATING FACTORIES

View research history
YearShare index
2022109.9
2023109.8
2024101.3
2025114.6
Froth Flotation Chemistry ComplexitiesCautions · 03

Froth Flotation Chemistry Complexities

54 papers

25.6% of this theme group

Authors advise careful control of galvanic interactions and reagent effects in complex sulfide ore flotation.

Froth flotation (16) · Chalcopyrite (6) · Sphalerite (7) · Beneficiation (13)

The effect of galvanic interaction on the behaviour of the froth phase during the flotation of a complex sulphide ore

Comments On: Impact assessment and optimization of REFLUX flotation cell (RFC) primary settings on copper sulfide ore flotation (Guner and K

View research history
YearShare index
202248.8
202348.2
202430.3
202528.8
Chromite Processing and Toxic By‑productsCautions · 04

Chromite Processing and Toxic By‑products

21 papers

10.0% of this theme group

Studies highlight the release of hazardous chromium species and the need for safe treatment methods.

Chromite (12) · Chromium (9) · Chromate conversion coating (5) · Hematite (6)

Sulfite-Induced Release and Oxidation of Cr(III) in Reduced Chromite Ore Processing Residue under Visible Light: The Critical Role of Fe(IV)

Experimental Studies on Coupled Treatment of Chromite Ore Processing Residue

View research history
YearShare index
202242.0
202338.3
202430.6
202529.1

Opportunities

3,174 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Advanced Leaching Techniques for Critical MetalsOpportunities · 01

Advanced Leaching Techniques for Critical Metals

654 papers

20.6% of this theme group

Research explores novel acid and alkaline leaching processes to recover valuable elements from ores and residues.

Leaching (151) · Sulfuric acid (33) · Raw material (79) · Chromium (31)

DEVELOPMENT OF AMMONIA-ALKALINE METHOD OF COMPLEX PROCESSING OF ALUNITE ORE

Flotation Separation of Sulfur and Silver-bearing Minerals from a Residue Produced by Oxygen-pressure Leaching Process of a Zinc Sulfide Ore

View research history
YearShare index
20221004.2
2023978.2
2024794.2
20251018.4
Integrated Processing and Mineral ClassificationOpportunities · 02

Integrated Processing and Mineral Classification

540 papers

17.0% of this theme group

Works propose combining process engineering with mineral classification to improve ore treatment efficiency.

Mineral processing (411) · Mineral (217) · Mineral resource classification (52) · Process engineering (58)

Justification and development of innovative technologies for integrated processing of complex ore and mine waste

Process mineralogy as a tool in modelling mineral processing operations.

View research history
YearShare index
2022683.2
2023716.4
2024720.6
2025561.5
Innovative Froth Flotation ReagentsOpportunities · 03

Innovative Froth Flotation Reagents

511 papers

16.1% of this theme group

Studies present new reagents and carrier‑flotation concepts for fine and ultrafine particle separation.

Froth flotation (160) · Reagent (108) · Mineral processing (224) · Xanthate (62)

Carrier Flotation: State of the Art and its Potential for the Separation of Fine and Ultrafine Mineral Particles

A Critical Review on the Flotation Reagents for Phosphate Ore Beneficiation

View research history
YearShare index
2022272.2
2023264.3
2024179.8
2025191.7
Copper and Zinc Metallurgical AdvancesOpportunities · 04

Copper and Zinc Metallurgical Advances

425 papers

13.4% of this theme group

Research highlights breakthrough methods for extracting copper, gold, and zinc from complex ores.

Copper (167) · Metallurgy (219) · Mineral processing (249) · Zinc (83)

Experimental Research on Mineral processing of a Copper Gold Ore

Experimental Research on Mineral Processing for Some Copper Ore

View research history
YearShare index
20221762.8
20231751.1
20241741.6
20251461.3
Metal Recovery from TailingsOpportunities · 05

Metal Recovery from Tailings

366 papers

11.5% of this theme group

Papers demonstrate promising approaches to reclaim critical metals and iron from mining tailings.

Tailings (359) · Mineral processing (173) · Raw material (50) · Leaching (49)

A Review on the Recovery of Critical Metals from Mine and Mineral Processing Tailings: Recent Advances

Evaluation of Additional Iron Recovery from Iron Ore Tailings

View research history
YearShare index
20221061.7
20231031.9
2024851.6
20251085.1
Magnetic Separation for Low‑Grade OresOpportunities · 06

Magnetic Separation for Low‑Grade Ores

340 papers

10.7% of this theme group

Studies show effective magnetic and gravity techniques to process low‑grade iron and magnetite ores.

Magnetic separation (110) · Beneficiation (169) · Iron ore (114) · Magnetite (55)

Mineral and Technological Features of Magnetite–Hematite Ores and Their Influence on the Choice of Processing Technology

EFFECTIVE PROCESSING OF LOW-GRADE IRON ORE THROUGH GRAVITY AND MAGNETIC SEPARATION TECHNIQUES

View research history
YearShare index
202271.3
202367.3
202467.2
202573.1
Real‑Time Grinding OptimizationOpportunities · 07

Real‑Time Grinding Optimization

338 papers

10.6% of this theme group

Research focuses on integrating online liberation data to enhance control and efficiency of comminution.

Grinding (163) · Comminution (105) · Mill (54) · Ball mill (43)

Integrating online mineral liberation data into process control and optimisation systems for grinding–separation plants

Measurement and modelling of the liberation and distribution of minerals in comminuted ores

View research history
YearShare index
2022134.1
2023126.1
2024100.7
2025105.0

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Promising46.9%36.8%
Descriptive29.8%17.6%
Problem-identifying8.4%9.7%
Breakthrough6.7%26.4%
Comparative4.3%3.8%
Cautionary3.6%4.6%
Critical0.3%1.1%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Hardware, e-waste & supply chainStudy on Developing Safety Infrastructure for Mineral Processing Waste (NORM Waste) and Contamination Monitoring at the 751.28%12 (16.0%)1.28%
Energy & datacenter footprintReal-time Grinding Energy Consumption Forecast and Control with Machine Learning10.02%0 (0.0%)0.02%
Bias & fairnessDiscrimination of Six Flotation Kinetic Models Used\nin the Conventional Flotation and Carrier Flotation of −74\nμm Coal10.02%0 (0.0%)0.02%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Labour & data work00.0%0 (%)0.0%
Privacy & surveillance00.0%0 (%)0.0%
Safety & misuse00.0%0 (%)0.0%
Concentration of compute power00.0%0 (%)0.0%

Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.

DEMAND, SUPPLY & PLACE

Where demand signals run ahead of mapped supply — the United States

Compare demand signals in the United States’s newsflow with the mining categories mapped to each signal.

Expand panel +
HOW TO READ THE GAP

Signal percentile − supply percentile = gap in percentile points. Positive gaps highlight questions to investigate. A high signal can reflect spending pressure or access friction, as well as potential demand.

The comparison is relative to the signal families on this page. A supply percentile of zero means the lowest relative reading, not zero companies. It is a prioritisation clue, not measured market size or unmet demand.

COMPARISON PERIOD2025-07-01 to 2026-07-01Against 2024-07-01 to 2025-07-01Explore the signals ↓

The opportunity, in one view

Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.

Swipe horizontally to compare all columns →

7 the United States demand signals compared with mapped mining supply
Signal familySignal percentileSupply percentileRelative gapGap (points)Signal share vs prior year
Climate policy & governance ↗Compliance Pressure41.725.0+16.7+14.9%
Carbon & emissions ↗Compliance Pressure33.325.0+8.3+17.0%
Industrial parks & warehousing ↗Investment Build-Out33.3100.0-66.7+28.1%
Renewables build-out ↗Infrastructure Shift66.7—No matching category—+27.5%
Grid & power reliability ↗Risk Pressure25.0—No matching category—+10.6%
Climate impacts ↗Environmental Driver58.3—No matching category—+59.3%
Layoffs & income shocks ↗Spending Pressure91.7—No matching category—+57.7%

Showing all 7 signals. Select a family for its history and mapped categories.

Where the signals are loudest

All 12 city readings for these demand families in the comparison geography. the United States is highlighted.

Mentions per 10,000 articles

Each city’s reading is a share of its own coverage.

Connecticut246.1

Carbon & emissions · Layoffs & income shocks · Grid & power reliability

Colorado98.8

Grid & power reliability · Climate impacts · Renewables build-out

Louisiana86.7

Grid & power reliability · Layoffs & income shocks · Carbon & emissions

Kentucky82.0

Layoffs & income shocks · Grid & power reliability · Climate impacts

Arkansas71.4

Layoffs & income shocks · Grid & power reliability · Renewables build-out

Wisconsin69.6

Grid & power reliability · Climate impacts · Renewables build-out

Tennessee68.8

Layoffs & income shocks · Grid & power reliability · Renewables build-out

Iowa68.4

Layoffs & income shocks · Renewables build-out · Climate policy & governance

Arizona67.3

Layoffs & income shocks · Renewables build-out · Climate policy & governance

Nevada64.5

Renewables build-out · Layoffs & income shocks · Climate impacts

Oregon64.0

Layoffs & income shocks · Grid & power reliability · Renewables build-out

Indiana62.8

Layoffs & income shocks · Renewables build-out · Grid & power reliability

Inside the leading signals

Open any signal for its quarterly history
COMPLIANCE PRESSUREClimate policy & governance+16.7percentile-point gap
THE OPERATING HYPOTHESIS

Climate policy can land as reporting, compliance and transition demand.

9.51mentions per 10,000 articles+14.9%share change vs prior year

Mapped mining categories

  • Circular Economy7

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

04811152024Q3: 62024Q32024Q4: 92024Q42025Q1: 72025Q12025Q2: 92025Q22025Q3: 72025Q32025Q4: 132025Q42026Q1: 92026Q12026Q2: 92026Q2
View quarterly signal counts
Climate policy & governance in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q311216.58
2024Q417059.61
2025Q119437.76
2025Q215029.42
2025Q320817.64
2025Q4158713.15
2026Q114289.89
2026Q27499.73

Where this signal concentrates in the comparison geography

Colorado14.8 / 10,000
Louisiana12.9 / 10,000
Arizona10.0 / 10,000
COMPLIANCE PRESSURECarbon & emissions+8.3percentile-point gap
THE OPERATING HYPOTHESIS

Emission pressure can pull measurement, reduction and offset tooling demand.

6.14mentions per 10,000 articles+17.0%share change vs prior year

Mapped mining categories

  • Circular Economy7

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

04711152024Q3: 42024Q32024Q4: 52024Q42025Q1: 52025Q12025Q2: 52025Q22025Q3: 32025Q32025Q4: 72025Q42026Q1: 52026Q12026Q2: 122026Q2
View quarterly signal counts
Carbon & emissions in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q38304.87
2024Q49365.28
2025Q113035.21
2025Q29075.69
2025Q310713.93
2025Q48677.18
2026Q18445.85
2026Q299412.91

Where this signal concentrates in the comparison geography

Connecticut188.3 / 10,000
Louisiana16.0 / 10,000
Colorado13.5 / 10,000
INVESTMENT BUILD-OUTIndustrial parks & warehousing-66.7percentile-point gap
THE OPERATING HYPOTHESIS

Parks and warehousing can add the jobs and fulfilment capacity that reach depends on.

2.18mentions per 10,000 articles+28.1%share change vs prior year

Mapped mining categories

  • Industry 4.010

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

012332024Q3: 12024Q32024Q4: 12024Q42025Q1: 12025Q12025Q2: 12025Q22025Q3: 12025Q32025Q4: 22025Q42026Q1: 22026Q12026Q2: 22026Q2
View quarterly signal counts
Industrial parks & warehousing in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q32911.71
2024Q42911.64
2025Q14301.72
2025Q22781.74
2025Q34571.68
2025Q42942.44
2026Q14242.94
2026Q21662.16

Where this signal concentrates in the comparison geography

Arizona5.2 / 10,000
Indiana4.5 / 10,000
South Carolina3.8 / 10,000
INFRASTRUCTURE SHIFTRenewables build-out—supply not mapped
THE OPERATING HYPOTHESIS

Renewable build-out can multiply the storage, grid and management tooling it depends on.

10.69mentions per 10,000 articles+27.5%share change vs prior year

Mapped mining categories

This signal has no matching category in the page’s mining market map, so no supply percentile or gap is assigned.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

04812162024Q3: 72024Q32024Q4: 92024Q42025Q1: 72025Q12025Q2: 92025Q22025Q3: 72025Q32025Q4: 142025Q42026Q1: 132026Q12026Q2: 122026Q2
View quarterly signal counts
Renewables build-out in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q312977.61
2024Q416199.13
2025Q119177.66
2025Q215179.52
2025Q320037.35
2025Q4171914.24
2026Q1191513.27
2026Q293012.08

Where this signal concentrates in the comparison geography

Nevada21.0 / 10,000
Colorado14.9 / 10,000
Delaware11.8 / 10,000
RISK PRESSUREGrid & power reliability—supply not mapped
THE OPERATING HYPOTHESIS

Grid stress can move reliability and demand-management investment up the list.

8.51mentions per 10,000 articles+10.6%share change vs prior year

Mapped mining categories

This signal has no matching category in the page’s mining market map, so no supply percentile or gap is assigned.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

04812162024Q3: 82024Q32024Q4: 82024Q42025Q1: 62025Q12025Q2: 72025Q22025Q3: 92025Q32025Q4: 52025Q42026Q1: 62026Q12026Q2: 142026Q2
View quarterly signal counts
Grid & power reliability in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q315208.92
2024Q415658.83
2025Q115486.19
2025Q211977.51
2025Q325219.25
2025Q46835.66
2026Q19506.58
2026Q2107814.0

Where this signal concentrates in the comparison geography

Louisiana25.8 / 10,000
Colorado23.4 / 10,000
Alabama23.3 / 10,000
ENVIRONMENTAL DRIVERClimate impacts—supply not mapped
THE OPERATING HYPOTHESIS

Visible climate impacts can pull resilience and adaptation demand where they hit.

4.71mentions per 10,000 articles+59.3%share change vs prior year

Mapped mining categories

This signal has no matching category in the page’s mining market map, so no supply percentile or gap is assigned.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

0257102024Q3: 32024Q32024Q4: 32024Q42025Q1: 22025Q12025Q2: 22025Q22025Q3: 42025Q32025Q4: 32025Q42026Q1: 42026Q12026Q2: 82026Q2
View quarterly signal counts
Climate impacts in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q35703.34
2024Q46303.55
2025Q15692.27
2025Q24722.96
2025Q312114.44
2025Q43993.31
2026Q16174.27
2026Q26698.69

Where this signal concentrates in the comparison geography

Wisconsin16.7 / 10,000
Colorado15.7 / 10,000
Kentucky15.5 / 10,000
SPENDING PRESSURELayoffs & income shocks—supply not mapped
THE OPERATING HYPOTHESIS

Layoff cycles can pull discretionary spend back toward value offerings.

24.69mentions per 10,000 articles+57.7%share change vs prior year

Mapped mining categories

This signal has no matching category in the page’s mining market map, so no supply percentile or gap is assigned.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

091827362024Q3: 152024Q32024Q4: 142024Q42025Q1: 132025Q12025Q2: 192025Q22025Q3: 242025Q32025Q4: 312025Q42026Q1: 192026Q12026Q2: 242026Q2
View quarterly signal counts
Layoffs & income shocks in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q3269215.79
2024Q4265714.98
2025Q1345713.81
2025Q2305519.17
2025Q3668724.54
2025Q4376131.16
2026Q1284319.69
2026Q2188524.49

Where this signal concentrates in the comparison geography

Tennessee44.9 / 10,000
Arkansas41.1 / 10,000
Iowa26.8 / 10,000
RESEARCH & CHANGING CONVERSATIONS

Related research and changing coverage

the United States mining coverage

Expand panel +
RESEARCH CONTEXT · 2018

Geophysical constraints on the reliability of solar and wind power in the United States

Energy & Environmental Science

315 citations in the snapshot

RESEARCH CONTEXT · 2022

The impact of climate policy uncertainty on renewable and non-renewable energy demand in the United States

Renewable Energy

302 citations in the snapshot

RESEARCH CONTEXT · 2021

U.S. Solar Photovoltaic System and Energy Storage Cost Benchmark (Q1 2020)

247 citations in the snapshot

RESEARCH CONTEXT · 2022

Sources of opposition to renewable energy projects in the United States

Energy Policy

197 citations in the snapshot

What is growing in this coverage

the United States coverage of this page's demand families

KeywordRecent articlesPrior articlesShare change
clean air advocacy10829359.0%
annual meteorological cycles487159277.5%
environmental inequality7225254.9%
decadal weather analysis12446232.2%
seasonal climate patterns535206220.1%
emissions controls17469210.8%

Share changes describe coverage in the stated comparison periods, not search demand or market size.

GEOGRAPHIC FOOTPRINT

Where companies are based

Company counts, hiring and disclosed funding across the recorded hubs.

Expand panel +
8 cards

Swipe or scroll horizontally to browse.

UNDERSTAND THE LANDSCAPE

Mining in the United States: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

KEEP EXPLORING

Put the United States in context

All landscapes ↗

Company ecosystem snapshot: 7 August 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
Coming soon