Industry landscapes
The companies, capital and talent shaping fleet and freight tech in the United States. Find the leaders. Understand the segments. See where the activity is.
An industry ecosystem,
measured in context.
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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 ↗
Recently founded means a recorded 2023–2026 founding year and no recorded parent, acquirer or public-company status. These companies are not labelled startups without that separate classification.
Explore classified startups in Radar ↗A few useful ratios bring the size of this ecosystem into perspective.
212 of 2,831 tracked companies have open roles.
536 of 2,831 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 971 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 23.5% of disclosed capital, while 81.1% of tracked companies have no recorded funding round.
Explore the segments →Recorded company formation and disclosed funding across the complete annual series shown.
Sum of recorded funding rounds · USD
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $713.65M | 208 | 65 |
| 2017 | $1.44B | 182 | 82 |
| 2018 | $1.98B | 199 | 94 |
| 2019 | $4.37B | 178 | 88 |
| 2020 | $4.36B | 221 | 79 |
| 2021 | $7.51B | 167 | 119 |
| 2022 | $4.41B | 108 | 118 |
| 2023 | $2.16B | 74 | 74 |
| 2024 | $1.34B | 58 | 67 |
| 2025 | $2.16B | 8 | 53 |
Share of all disclosed company funding.
1,151 recorded rounds since 2016
Recorded participation in fleet and freight tech company rounds since 2016.
Backed by Packard Capital.
Backed by Valor Equity Partners and Valoratreidesaifund and others.
Backed by .
Backed by Assembly Ventures and Peterson Ventures and others.
Backed by Volition Capital.
Backed by Cybernetix Ventures and Valia and others.
Backed by Draper and At One Ventures and others.
Participating investors were not recorded in this snapshot.
Backed by Susa Ventures and Cherubic Ventures and others.
Backed by SoftBank.
Backed by SoftBank Vision Fund.
Backed by Andreessen Horowitz and MSD Partners and others.
Backed by Tiger Global Management and Baillie Gifford and others.
Backed by Greenbriar Equity Group and ADFD.
Backed by T. Rowe Price and Fidelity Investments and others.
Backed by Elephant Venture Capital and Goldman Sachs.
Backed by AllianceBernstein and General Atlantic and others.
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
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.
FY2022 · annual statements grouped by reported fiscal year; exact entity periods remain on preview rows · 10 reporting entities from 21 eligible matches.
Sum of reporting-entity revenue; not the United States market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
4 of 10 covered entities.
Share of covered revenue from the five largest entities.
Reported cohort totals by year; coverage is stated for every period.
Bar height shows revenue. Changes in coverage can affect totals.
FY2022 · 10 reporting entities
Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.
| Company / reporting entity | Revenue | Net profit / loss | Net margin | Revenue growth | Total assets |
|---|---|---|---|---|---|
| Public Storage ↗1393311 | $4,182.2m | $4,349.1m | +104.0% | — | — |
| Saia ↗1177702 | $2,792.1m | $357.4m | +12.8% | — | — |
| Wright Express ↗1309108 | $1,689.7m | $167.2m | +9.9% | — | — |
| CalAmp ↗730255 | $295.8m | $-28.0m | -9.5% | — | — |
| PowerFleet ↗1774170 | $135.2m | $-7.0m | -5.2% | — | — |
| Workhorse Group ↗1425287 | $5.0m | $-117.3m | -2334.7% | — | — |
| Moduslink ↗914712 | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar |
| MiX Telematics ↗1576914 | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar |
Explore full company accounts and filings.
Choose “View accounts” to inspect an available company preview.
Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.
| Industry | Covered / eligible | Revenue total | Median revenue | Net profit / loss | Aggregate margin | Profitable share | Overlap |
|---|
Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.
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.
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.
45 of the 2,831 companies on this page carry a measured traffic record (1.6%); these are the largest of those, by monthly visits. The median among them is 308,819 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| Samsarasamsara.com | 9,954,413 | 50 | 13.4% |
| DAT Solutionsdat.com | 9,810,869 | 47 | 5.1% |
| Pirate Shippirateship.com | 9,096,398 | 65 | 53.4% |
| ShipStationshipstation.com | 6,791,539 | 56 | 42.5% |
| Printifyprintify.com | 6,010,802 | 65 | 44.8% |
| Printfulprintful.com | 3,947,591 | 65 | 39% |
| Roadieroadie.com | 2,180,627 | 49 | 89.1% |
| EasyPosteasypost.com | 1,730,167 | 47 | 57.2% |
| ShipBobshipbob.com | 1,323,841 | 49 | 64% |
| Penske Truck Rentalpensketruckrental.com | 1,261,642 | 53 | 76.3% |
Visits and authority are third-party web estimates, not company-reported figures.
520 of these companies (18.4%) publish at least one Android app — 1,210 apps in all, carrying 64.4M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| Route: Package TrackerRoute | 5.2M | 4.7 | Shopping |
| Trucker Path: Truck GPS & FuelTrucker Path | 5M | 4.7 | Maps & Navigation |
| BILT: 3D InstructionsBILT | 3.5M | 3.9 | Lifestyle |
| Motive DriverGoMotive | 2.4M | 4.5 | Business |
| Cartrack GPS, Vehicle & FleetCartrack | 2.2M | 3.9 | Business |
| Public StoragePublic Storage | 2.1M | 3.5 | Business |
| Roadie DriverRoadie | 2.1M | 3.9 | Business |
| LocoNav GPS & Fleet ManagementLocoNav | 2M | 4.5 | Business |
| aCar - Car Management, MileageFuelly | 1.5M | 1.7 | Auto & Vehicles |
| Here Comes the BusSynovia Solutions | 1.4M | 3.4 | Education |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Logistics Tech | 1,197 | 63.5M | Route: Package Tracker 5.2M | |
| Connected Vehicles | 168 | 12.3M | Motive Driver 2.4M | |
| E-Commerce Enablers | 45 | 12.1M | BILT: 3D Instructions 3.5M | |
| Security & Surveillance Technology | 194 | 11.3M | Here Comes the Bus 1.4M | |
| Road Transport Tech | 415 | 10.7M | LocoNav GPS & Fleet Management 2M | |
| Brands Tech | 11 | 6.6M | Printify 1.1M | |
| B2B E-Commerce | 7 | 5.7M | Printful 913.7K | |
| Iot Applications | 47 | 4.3M | Samsara Driver 1.3M |
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.
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.
Darker bars are new releases, lighter bars apps updated. 1,172 of 1,210 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.
Explore the segments behind the headline numbers.
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
The largest measured segment in this report snapshot.
197 companies hiring · $32.88B disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
today announced the acquisition of Moove Connected Mobility
Worldly, the leading sustainability and supply chain intelligence platform for the consumer goods industry, has acquired Bendi Software, a UK-based supply chain mapping and supplier risk intelligence company.
Capacity has acquired DevRefactory, a customer experience software company founded in 2020, in a transaction advised by Tampa-based Hyde Park Capital.
Descartes Systems Group has acquired Idelic, a developer of fleet safety management software, for $28 million.
Deliverr founder Harish Abbott raised an $85 million Series A round late last year to help automate work done by freight shippers and carriers.
Companies such as Figure AI, a humanoid robotics startup, and Agility Robotics have raised as much as $1 billion and $641 million, respectively.
Two Boxes Scores $3.2M Financing Round Back to Home DENVER, CO, Two Boxes, an AI-powered returns processing technology platform, has announced the closing of a $3.2 million fundraise.
Truckstop.com, announced Tuesday that it has acquired Wize Load, a provider of heavy haul rate intelligence tools.
Routeware has announced the acquisition of PermiServ as part of its strategy to expand its presence in the United Kingdom.
Steve Brown, a 15-year veteran of One Stop, will become a regional vice president with Echo, leading all operations of the newly acquired entity.
Top 10 categories among 1,602 recorded events in the 24-month window.
4 companies with recorded IPO activity
123 tracked people moves
Resignation Previously Board Chair
Appointment Board Member
Appointment Board Member
Appointment Chief Revenue Officer
Appointment Chief Transformation and Operations Officer
Appointment Chief Product Officer
Appointment Chief Financial Officer
Retirement Previously Head of Brand Center
Products, platforms and features in the recorded window
Ocean freight booking platform
AI dispatcher
AI dispatcher
Methodology
Product
Insurance
Platform
AI‑powered support assistant
54 recorded customer wins
Customer: Gateway FleetsElectric Vehicles
Customer: Toyota Motor Manufacturing CanadaAutomotive manufacturing
Customer: purolatorTransportation & Logistics
Customer: Marksman
Customer: Marksman XBF Holding Group SAPI de CV
Customer: South African government departmentspublic sector
10 companies with reported reductions
15.0% rolescost reduction
5 rolesstrategy review
Scale not stated roles
Scale not stated rolesstrategic rebuild
20.0% rolesmacro-economic challenges
330 rolesexpected decrease in revenue
2 recorded events
approved for StateRAMP authorizationStateRAMP
achieved StateRAMP authorizationUS State Risk and Authorization Management Program (StateRAMP)
14 tracked suits
trade secrets and copyright infringementCivil · Ongoing
rate fixing in freight industryClass Action ·
Reported company results in the recorded window.
Median across 183 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Netradyne→moove connected mobility | Announced | 2026-05-05 | Not stated in snapshot |
| Worldly→Bendi Software | Announced | 2026-05-04 | Not stated in snapshot |
| Capacity→DevRefactory | Announced | 2026-05-01 | Not stated in snapshot |
| descartes systems group→Idelic ↗ | Announced | 2026-04-24 | $28.0M |
| Capacity→Lang.ai | Announced | 2026-04-21 | Not stated in snapshot |
| Truckstop.com→Wize Load | Announced | 2026-04-11 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
6,800 postings in the preceding 12 months. The full 9,964-posting snapshot covers 305 employers.
138 tracked postings mention remote work.
3,936 postings specify a level.
Top skills across 9,964 tracked postings in the available jobs snapshot.
Median across 870 postings with pay data, expressed in USD.
Advertised posting medians do not describe all employees or roles.
| Company | Open roles |
|---|---|
| Vontier ↗ | 13 |
| ShipBob ↗ | 13 |
| Echo Global Logistics ↗ | 12 |
| ShipMonk ↗ | 12 |
| Public Storage ↗ | 11 |
| Velociti ↗ | 11 |
| Serve Robotics ↗ | 11 |
| Agility Robotics ↗ | 11 |
| Company | Employees |
|---|---|
| Saia ↗ | 10,600 |
| Vontier ↗ | 8,000 |
| Wright Express ↗ | 6,100 |
| Public Storage ↗ | 5,900 |
| Flexport ↗ | 3,511 |
| Samsara ↗ | 2,266 |
| Speed Commerce ↗ | 1,609 |
| ShipBob ↗ | 1,338 |
1,210 founders and chief executives across 945 companies.
Partner-Founders Fund · Ex-Co-Founder-ImportGenius · University of California Berkeley BA 2002, Columbia Business School MBA 2008
Ex-Google, Two Sigma · University of Otago BSc 2001, Carnegie Mellon University MS 2006
Ex-Argo AI, Uber Advanced Technologies Center · Carnegie Mellon University MS 1993, PhD 1998
Samsara, ex-Cloud Networking Group Cisco Systems, ex-Meraki, Massachusetts Institute of Technology, 2005
Co-Founder & CEO-Motive · Ex-AdMob, Google · LSE BSc 2006
Fleetio, ex-Techbirmingham, ex-Daxko, Auburn University
Forbes, ex-Dynamo Accelerator And Fund, ex-One 6 Web, Arizona State University
Ex- Symphony Commerce. Northwestern University BA 2015
The Wall Street Journal, World Economic Forum, YPO, SolSource Logistics. California State University, Long Beach 1995…
Ex-SGS, IRI, Aon Hewitt, McKinsey. University of Illinois at Chicago MA 1998, Kellogg Graduate School of Management MBA 2001
Loadsmart, ex-Georgia Tech Alumni Association, ex-Georgia Tech Institute Of Industrial And Systems Engineers, NYU School of Professional Studies, 2013
MD Vezos Energy, ex-CEO BedaBox, Prim Watches. Florida Atlantic University 2014
192 profiles with education records.
66 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
403,548 articles in the measured 12-month window.
Fleet and Freight Tech coverage across United States · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 66,842 |
| 2021Q3 | 67,826 |
| 2021Q4 | 62,870 |
| 2022Q1 | 69,460 |
| 2022Q2 | 68,582 |
| 2022Q3 | 66,171 |
| 2022Q4 | 69,877 |
| 2023Q1 | 73,579 |
| 2023Q2 | 77,813 |
| 2023Q3 | 76,267 |
| 2023Q4 | 74,998 |
| 2024Q1 | 89,401 |
| 2024Q2 | 84,644 |
| 2024Q3 | 81,355 |
| 2024Q4 | 88,374 |
| 2025Q1 | 137,758 |
| 2025Q2 | 106,919 |
| 2025Q3 | 111,886 |
| 2025Q4 | 79,885 |
| 2026Q1 | 106,471 |
Article volume measures coverage, not market sales.
2,600 recorded company events across 179 companies; percentages use that event total.
Fleet and Freight Tech coverage across United States · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Fleet and Freight Tech coverage across United States
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| trade facilitation commitments | 4,183 | 2,791 | 50% |
| artemis program | 3,716 | 241 | 1442% |
| bilateral trade terms | 2,743 | 1,701 | 61% |
| customs union deal | 1,848 | 956 | 93% |
| flight disruption payments | 1,645 | 845 | 95% |
| trade bloc compliance | 1,554 | 984 | 58% |
| free trade pact | 1,491 | 894 | 67% |
| tanker routing | 1,466 | 239 | 513% |
| aframax tankers | 1,384 | 290 | 377% |
| preferential trade deal | 1,360 | 609 | 123% |
| nautical disaster | 675 | 1,133 | -40% |
| severe weather warning | 450 | 1,000 | -55% |
| recycled content packaging | 321 | 935 | -66% |
| vessel accident | 464 | 915 | -49% |
| plant-based packaging | 294 | 909 | -68% |
Fleet and Freight Tech coverage across United States
tariff negotiations, free trade deals, preferential tariff
49.9% critical · 31.8% positivesatellite telecommunication, satellite ground stations, satellite telemetry
43.2% critical · 44.5% positivelogistics update, logistics bottleneck, tariff negotiations
35.3% critical · 47.5% positiveFleet and Freight Tech coverage across United States. Topic labels describe recorded classifications and can include broad context.
637 papers in the recorded india scope.
Tone counts: 573 positive · 31 neutral · 33 negative.
Landmark: Challenges in Scaling Up Biofuels Infrastructure
Landmark: Management of a Shared Autonomous Electric Vehicle Fleet: Implications of Pricing Schemes
Landmark: Life Cycle Optimization of Biomass-to-Liquid Supply Chains with Distributed–Centralized Processing Networks
Common problems researchers identify · 0137.7% of this theme group
Researchers highlight difficulties in integrating electric vehicles and autonomous technologies into fleet operations and demand‑responsive services.
Electrification (7) · Automotive engineering (6) · Transport engineering (8) · Fleet management (14)
Joint Optimization Scheme for the Planning and Operations of Shared Autonomous Electric Vehicle Fleets Serving Mobility on Demand
A Model to Estimate Passenger Vehicle Fleet Composition, Vehicle Miles Traveled, and Fuel Consumption
| Year | Share index |
|---|---|
| 2022 | 968.7 |
| 2023 | 971.5 |
| 2024 | 790.1 |
| 2025 | 353.1 |
Common problems researchers identify · 0236.2% of this theme group
Studies point to inconsistent standards and service protocols that hinder efficient management of diverse vehicle fleets.
Fleet management (19) · Standardization (3) · Service (5) · Aeronautics (3)
Construction Equipment Fleet Management Using Telematics Technology: Research And Resultant Educational Perspectives
Simulation studies of fleet vehicle selection in terms of pollutant emissions
| Year | Share index |
|---|---|
| 2022 | 57.8 |
| 2023 | 59.7 |
| 2024 | 61.3 |
| 2025 | 50.9 |
Common problems researchers identify · 0314.5% of this theme group
Papers expose unresolved optimization and modeling issues that limit robust supply‑chain performance in logistics networks.
Supply chain optimization (8) · Supply chain (9) · Chain (3) · Supply chain management (4)
Review on modeling and optimization problems about RFID technology and applications
Using Particle Swarm Optimization with a policy optimization approach to stabilize the supply chain
| Year | Share index |
|---|---|
| 2022 | 421.1 |
| 2023 | 447.1 |
| 2024 | 534.0 |
| 2025 | 521.4 |
Common problems researchers identify · 0411.6% of this theme group
Researchers flag logistical and raw‑material constraints that impede large‑scale deployment of biomass‑based fuels.
Biofuel (4) · Supply chain (6) · Raw material (3) · Biomass (3)
Challenges in Scaling Up Biofuels Infrastructure
Advanced Regional Biomass Processing Depots: a key to the logistical challenges of the cellulosic biofuel industry
| Year | Share index |
|---|---|
| 2022 | 780.3 |
| 2023 | 776.8 |
| 2024 | 712.9 |
| 2025 | 666.5 |
Cautions · 0150.0% of this theme group
Cautionary work warns that current scheduling and service models may strain infrastructure and reduce reliability.
Fleet management (9) · Service (2) · Scheduling (2) · Operations research (2)
Fleet Standardisation and Airline Performance
Analysis of Fleet Management and Infrastructure Constraints in On-Demand Urban Air Mobility Operations
| Year | Share index |
|---|---|
| 2022 | 355.4 |
| 2023 | 319.6 |
| 2024 | 188.0 |
| 2025 | 68.8 |
Cautions · 0220.8% of this theme group
Analyses caution that biofuel supply chains can generate significant greenhouse‑gas emissions if not carefully designed.
Biofuel (3) · Supply chain (4) · Greenhouse gas (2)
Location Allocation of Biorefineries for a Switchgrass-Based Bioethanol Supply Chain Using Energy Consumption and Emissions
Multistage Optimization of Sustainable Supply Chain of Biofuels
| Year | Share index |
|---|---|
| 2022 | 662.8 |
| 2023 | 678.9 |
| 2024 | 570.3 |
| 2025 | 504.1 |
Cautions · 0316.7% of this theme group
Studies caution that pricing strategies and charging coordination can affect profitability of fully electric vehicle fleets.
Electrification (3) · Revenue (2)
Management of a Shared Autonomous Electric Vehicle Fleet: Implications of Pricing Schemes
Leveraging Big Data and Coordinated Charging for Effective Taxi Fleet Electrification: The 100% EV Conversion of Shenzhen, China
| Year | Share index |
|---|---|
| 2022 | 130.4 |
| 2023 | 126.5 |
| 2024 | 84.6 |
| 2025 | 101.0 |
Cautions · 0412.5% of this theme group
Researchers note that current AI approaches may not yet reliably solve complex inventory and biomass logistics problems.
Supply chain optimization (3) · Supply chain (3)
Supply Chain Optimization: Machine Learning Applications in Inventory Management for E-Commerce
Machine learning applications in biomass supply chain management and optimization
| Year | Share index |
|---|---|
| 2022 | 14.0 |
| 2023 | 15.4 |
| 2024 | 23.5 |
| 2025 | 35.6 |
Opportunities · 0122.6% of this theme group
Opportunities focus on using simulation and optimization to improve resilience and risk management across logistics networks.
Supply chain (88) · Supply chain management (18) · Supply chain optimization (33) · Supply chain risk management (9)
Supply chain management using an optimization driven simulation approach
Supply chain analysis methodology – Leveraging optimization and simulation software
| Year | Share index |
|---|---|
| 2022 | 425.9 |
| 2023 | 453.1 |
| 2024 | 541.8 |
| 2025 | 540.7 |
Opportunities · 0217.0% of this theme group
Work explores unified models that combine flight scheduling, fleet assignment, and crew pairing for aviation efficiency.
Fleet management (50) · Operations research (24) · Scheduling (11) · Aviation (6)
An Integrated Approach for Airline Flight Selection and Timing, Fleet Assignment, and Aircraft Routing
A Novel Model and Decomposition Approach for the Integrated Airline Fleet Assignment, Aircraft Routing, and Crew Pairing Problem
| Year | Share index |
|---|---|
| 2022 | 391.1 |
| 2023 | 354.6 |
| 2024 | 218.6 |
| 2025 | 111.5 |
Opportunities · 0315.3% of this theme group
Papers propose analytics and simulation tools to boost fuel efficiency and reliability of automotive fleets.
Fleet management (50) · Fuel efficiency (10) · Automotive engineering (12) · Analytics (6)
Safe and Sustainable Fleet Management with Data Analytics and Training
A Simulation and Optimization Methodology for Reliability of Vehicle Fleets
| Year | Share index |
|---|---|
| 2022 | 703.8 |
| 2023 | 723.4 |
| 2024 | 640.8 |
| 2025 | 426.6 |
Opportunities · 0412.7% of this theme group
Research highlights dynamic policies for managing charging infrastructure and operations of autonomous electric vehicle fleets.
Electric vehicle (15) · Electrification (10) · Battery (10) · Fleet management (30)
Operations of a Shared, Autonomous Electric Vehicle Fleet: Implications of Vehicle & Charging Infrastructure Decisions
Electric vehicle fleet charging management: An approximate dynamic programming policy
| Year | Share index |
|---|---|
| 2022 | 452.8 |
| 2023 | 505.2 |
| 2024 | 489.5 |
| 2025 | 463.4 |
Opportunities · 0512.4% of this theme group
Studies develop stochastic and GIS‑based models to streamline biomass sourcing, processing, and ethanol distribution.
Biofuel (20) · Biomass (19) · Supply chain (43) · Cellulosic ethanol (10)
<scp>GIS</scp>‐enabled biomass‐ethanol supply chain optimization: model development and Miscanthus application
A two-stage stochastic programming model for biofuel supply chain network design with biomass quality implications
| Year | Share index |
|---|---|
| 2022 | 584.7 |
| 2023 | 576.2 |
| 2024 | 549.8 |
| 2025 | 470.9 |
Opportunities · 0610.5% of this theme group
Works present new routing and rebalancing algorithms to enhance service levels in car‑sharing and ride‑pooling systems.
Operations research (19) · Service (11) · Vehicle routing problem (9) · Fleet management (18)
Carsharing
Vehicle Rebalancing for Mobility-on-Demand Systems with Ride-Sharing
| Year | Share index |
|---|---|
| 2022 | 405.3 |
| 2023 | 366.9 |
| 2024 | 241.6 |
| 2025 | 146.3 |
Opportunities · 079.5% of this theme group
Research leverages GPS and telematics data to create actionable performance metrics for commercial trucking operations.
Global Positioning System (13) · Truck (14) · Transport engineering (13) · Telematics (7)
Processing Commercial Global Positioning System Data to Develop a Web-Based Truck Performance Measures Program
Driving Performances Assessment Based on Speed Variation Using Dedicated Route Truck GPS Data
| Year | Share index |
|---|---|
| 2022 | 1338.0 |
| 2023 | 1294.4 |
| 2024 | 1059.3 |
| 2025 | 949.2 |
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 52.4% | 37.1% |
| Breakthrough | 17.7% | 26.2% |
| Problem-identifying | 11.5% | 10.1% |
| Descriptive | 9.9% | 17.3% |
| Cautionary | 4.1% | 4.4% |
| Comparative | 4.1% | 3.9% |
| Critical | 0.3% | 1.0% |
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 paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Hardware, e-waste & supply chainIBM Blends Heuristics and Optimization to Plan Its Semiconductor Supply Chain | 3 | 0.51% | 0 (0.0%) | 0.11% |
| Carbon & emissions of computeUsing Artificial Intelligence to Reduce Carbon Emissions from the Saudi Commercial Fleet | 1 | 0.17% | 0 (0.0%) | 0.02% |
| Privacy & surveillancePrivacy-preserving MaaS fleet management | 1 | 0.17% | 0 (0.0%) | 0.12% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.0% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Labour & data work | 0 | 0.0% | 0 (%) | 0.02% |
| Safety & misuse | 0 | 0.0% | 0 (%) | 0.0% |
| Bias & fairness | 0 | 0.0% | 0 (%) | 0.04% |
| Concentration of compute power | 0 | 0.0% | 0 (%) | 0.07% |
Institution and researcher rankings use citations to their covered work. Research scope: United States. This may be broader than the company geography.
Compare demand signals in the United States’s newsflow with the fleet and freight tech categories mapped to each signal.
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.
Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.
Swipe horizontally to compare all columns →
| Signal family | Signal percentile | Supply percentile | Relative gap | Gap (points) | Signal share vs prior year |
|---|---|---|---|---|---|
| Layoffs & income shocks ↗Spending Pressure | 100.0 | 0.0 | +100.0 | +57.7% | |
| Industrial parks & warehousing ↗Investment Build-Out | 50.0 | 66.7 | -16.7 | +28.1% | |
| Highways & expressways ↗Connectivity Build-Out | 41.7 | 66.7 | -25.0 | +23.5% | |
| Airports & air links ↗Connectivity Build-Out | 25.0 | 66.7 | -41.7 | +23.9% | |
| EV adoption & charging ↗Adoption Shift | 41.7 | — | No matching category | — | +16.9% |
| Rail & metro connectivity ↗Connectivity Build-Out | 50.0 | — | No matching category | — | +36.8% |
| Congestion & traffic friction ↗Access Friction | 41.7 | — | No matching category | — | +2.5% |
Showing all 7 signals. Select a family for its history and mapped categories.
All 12 city readings for these demand families in the comparison geography. the United States is highlighted.
Each city’s reading is a share of its own coverage.
Congestion & traffic friction · Layoffs & income shocks · Highways & expressways
Congestion & traffic friction · Layoffs & income shocks · EV adoption & charging
Congestion & traffic friction · Highways & expressways · Layoffs & income shocks
Congestion & traffic friction · Highways & expressways · Layoffs & income shocks
Congestion & traffic friction · EV adoption & charging · Highways & expressways
Layoffs & income shocks · EV adoption & charging · Congestion & traffic friction
Congestion & traffic friction · Layoffs & income shocks · Highways & expressways
Layoffs & income shocks · Congestion & traffic friction · EV adoption & charging
Layoffs & income shocks · Congestion & traffic friction · EV adoption & charging
Congestion & traffic friction · Layoffs & income shocks · EV adoption & charging
Congestion & traffic friction · Highways & expressways · Layoffs & income shocks
Congestion & traffic friction · Layoffs & income shocks · Highways & expressways
Layoff cycles can pull discretionary spend back toward value offerings.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 2692 | 15.79 |
| 2024Q4 | 2657 | 14.98 |
| 2025Q1 | 3457 | 13.81 |
| 2025Q2 | 3055 | 19.17 |
| 2025Q3 | 6687 | 24.54 |
| 2025Q4 | 3761 | 31.16 |
| 2026Q1 | 2843 | 19.69 |
| 2026Q2 | 1885 | 24.49 |
Parks and warehousing can add the jobs and fulfilment capacity that reach depends on.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 291 | 1.71 |
| 2024Q4 | 291 | 1.64 |
| 2025Q1 | 430 | 1.72 |
| 2025Q2 | 278 | 1.74 |
| 2025Q3 | 457 | 1.68 |
| 2025Q4 | 294 | 2.44 |
| 2026Q1 | 424 | 2.94 |
| 2026Q2 | 166 | 2.16 |
Corridor build-out can collapse travel time, widening every catchment.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 1087 | 6.38 |
| 2024Q4 | 1071 | 6.04 |
| 2025Q1 | 1090 | 4.36 |
| 2025Q2 | 923 | 5.79 |
| 2025Q3 | 1985 | 7.28 |
| 2025Q4 | 631 | 5.23 |
| 2026Q1 | 965 | 6.68 |
| 2026Q2 | 597 | 7.76 |
If new terminals and routes pull business and tourist inflow, demand tends to follow the passenger.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 106 | 0.62 |
| 2024Q4 | 109 | 0.61 |
| 2025Q1 | 150 | 0.6 |
| 2025Q2 | 162 | 1.02 |
| 2025Q3 | 202 | 0.74 |
| 2025Q4 | 132 | 1.09 |
| 2026Q1 | 122 | 0.85 |
| 2026Q2 | 74 | 0.96 |
The EV shift can pull charging, battery and service demand through every fleet.
This signal has no matching category in the page’s fleet and freight tech market map, so no supply percentile or gap is assigned.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 1791 | 10.51 |
| 2024Q4 | 1662 | 9.37 |
| 2025Q1 | 1904 | 7.61 |
| 2025Q2 | 1645 | 10.32 |
| 2025Q3 | 2324 | 8.53 |
| 2025Q4 | 1782 | 14.76 |
| 2026Q1 | 1582 | 10.96 |
| 2026Q2 | 955 | 12.41 |
Where rail and metro build out, station-area demand can follow the footfall.
This signal has no matching category in the page’s fleet and freight tech market map, so no supply percentile or gap is assigned.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 221 | 1.3 |
| 2024Q4 | 185 | 1.04 |
| 2025Q1 | 279 | 1.11 |
| 2025Q2 | 218 | 1.37 |
| 2025Q3 | 491 | 1.8 |
| 2025Q4 | 183 | 1.52 |
| 2026Q1 | 202 | 1.4 |
| 2026Q2 | 126 | 1.64 |
Congestion friction can push footfall toward nearby formats and toward delivery.
This signal has no matching category in the page’s fleet and freight tech market map, so no supply percentile or gap is assigned.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 2790 | 16.37 |
| 2024Q4 | 3697 | 20.85 |
| 2025Q1 | 3562 | 14.23 |
| 2025Q2 | 2881 | 18.08 |
| 2025Q3 | 4705 | 17.27 |
| 2025Q4 | 2433 | 20.16 |
| 2026Q1 | 1860 | 12.88 |
| 2026Q2 | 1751 | 22.75 |
the United States fleet and freight tech coverage
eScholarship (California Digital Library)
563 citations in the snapshot
American Journal of Public Health
424 citations in the snapshot
Environmental Health Perspectives
203 citations in the snapshot
Nature Communications
177 citations in the snapshot
the United States coverage of this page's demand families
| Keyword | Recent articles | Prior articles | Share change |
|---|---|---|---|
| hybrid power split devices | 67 | 22 | 275.3% |
| drive cycle efficiency | 50 | 20 | 208.1% |
| commercial ev platforms | 42 | 20 | 158.8% |
| automotive middleware | 43 | 22 | 140.9% |
| local energy markets | 65 | 36 | 122.5% |
| embedded vehicle software | 44 | 31 | 74.9% |
Share changes describe coverage in the stated comparison periods, not search demand or market size.
Company counts, hiring and disclosed funding across the recorded hubs.
20.0% across the displayed hubs
20 companies hiring · $10.4B disclosed funding
Explore companies in San Francisco ↗16.1% across the displayed hubs
9 companies hiring · $1.1B disclosed funding
Explore companies in New York City ↗
15.8% across the displayed hubs
5 companies hiring · $50.3M disclosed funding
Explore companies in Miami ↗12.4% across the displayed hubs
6 companies hiring · $415.9M disclosed funding
Explore companies in Los Angeles ↗
11.3% across the displayed hubs
5 companies hiring · $1.3B disclosed funding
Explore companies in Chicago ↗
9.2% across the displayed hubs
2 companies hiring · $676.9M disclosed funding
Explore companies in Atlanta ↗
7.8% across the displayed hubs
2 companies hiring · $30.7M disclosed funding
Explore companies in Houston ↗
7.4% across the displayed hubs
5 companies hiring · $552.3M disclosed funding
Explore companies in Austin ↗Clear definitions for making better comparisons.
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
No. A company can belong to several segments, so segment counts and funding can overlap.
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 30 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 ↗