Radar · Industry landscape · the United States
Quick Commerce Landscape of the United States
1,249 Quick Commerce companies in the United States, in one picture: who is hiring, who is raising money, who founded them, where they are based, what the news is about, which skills employers want and where the research is going. Updated August 2026.
1,249companies tracked
$18.6Bdisclosed funding
49hiring right now
547events · 24 months
≥231,545news articles · 12 months
Who leads Quick Commerce in the United States
Shows the top Quick Commerce firms in the U.S., including hiring leaders, best‑funded firms, and the number currently hiring or reporting a funding round.
open roles
Hiring now
ranked by live open roles
- 01
DoorDash13last posted Aug 2026
- 02
Luxer One11last posted Jun 2026
- 03
Shipt11last posted Jun 2026
- 04
Serve Robotics11last posted Jun 2026
- 05
Gopuff11last posted Jun 2026
- 06
Schwan\'s10last posted May 2026
- 07
DropOff10last posted Jun 2026
- 08
Festival Foods9last posted Jun 2026
49 companies hiring · 1 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
- 01
- 02
Instacart$2.9BSeries F · Oct 2021
- 03
- 04
Wonder$1.9BSeries D · Apr 2026
- 05
Groupon$950MSeries D · Jan 2011
- 06
Postmates$902.8MSeries G · Sep 2019
- 07
SayWeee$832.4MSeries E · Feb 2022
- 08
Fresh Direct$367.1MConventional Debt · Apr 2017
153 companies with disclosed rounds · $18.6B total
revenue
Revenue leaders
official filings first, else latest snapshot
- 01
- 02
- 03
ASAP$90kFY2018 filing
- 04
Happy Tummy$34ksnapshot Dec 2020
- 05
Mercato$50FY2012 filing
5 companies with a revenue figure
headcount
Largest teams
ranked by tracked headcount
- 01
- 02
- 03
- 04
- 05
- 06
Royal Farms2,359tracked employees
- 07
- 08
TomThumb1,591tracked employees
37 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
- 01
- 02
- 03
- 04
- 05
OneRail5.3%50 tracked events
- 06
- 07
Foxtrot2.9%27 tracked events
- 08
937 tracked events across 32 companies
web reach
Most-used apps
the sites in this sector the web visits most
- 01
UberEATStop 5kubereats.com
- 02
- 03
- 04
- 05
Grubhubtop 50kgrubhub.com
- 06
Meal Traintop 50kmealtrain.com
- 07
Goldbellytop 100kgoldbelly.com
- 08
367 companies here run a site with a measured audience · 62 of them sit inside the web’s top million
articles
In the news
Prism news coverage, last 12 months
- 01
- 02
- 03
- 04
- 05
- 06
- 07
- 08
37 of these companies drew sector coverage in the window
Radar
See all 1,249 Quick Commerce companies in the United States
Filter by funding, headcount, hiring and location, and export the list.
How the Quick Commerce ecosystem in the United States grew, 2016–2025
Shows how many Quick Commerce companies were founded each year from 2016 to 2025, with the highest count of 144 in 2020 and only four in 2025.
Companies founded / year
new Quick Commerce companies in the United States
20162025
peak 144 in 2020
Companies raising / year
with a disclosed round that year
20162025
peak 46 in 2021
Disclosed funding / year
sum of disclosed rounds (USD)
20162025
peak $5.5B in 2021
Where Quick Commerce companies in the United States are based
Lists the U.S. cities with the most Quick Commerce companies, led by New York City (81) and San Francisco (62).
Hub 01
New York City
81 Quick Commerce companies
28% of the Quick Commerce companies across these hubs
81companies
$2.4Bdisclosed funding
1hiring now
Hub 02
San Francisco
62 Quick Commerce companies
21% of the Quick Commerce companies across these hubs
62companies
$8.3Bdisclosed funding
9hiring now
Hub 03
Los Angeles
42 Quick Commerce companies
14% of the Quick Commerce companies across these hubs
42companies
$23.2Mdisclosed funding
2hiring now
Hub 04
Chicago
26 Quick Commerce companies
9% of the Quick Commerce companies across these hubs
26companies
$1.6Bdisclosed funding
4hiring now
Hub 05
Atlanta
22 Quick Commerce companies
8% of the Quick Commerce companies across these hubs
22companies
$27.5Mdisclosed funding
1hiring now
Hub 06
Brooklyn
21 Quick Commerce companies
7% of the Quick Commerce companies across these hubs
21companies
$42.8Mdisclosed funding
2hiring now
Hub 07
Boston
19 Quick Commerce companies
7% of the Quick Commerce companies across these hubs
19companies
$19.4Mdisclosed funding
3hiring now
Hub 08
Houston
17 Quick Commerce companies
6% of the Quick Commerce companies across these hubs
17companies
$2.2Mdisclosed funding
The Quick Commerce market map of the United States: what these companies actually do
Breaks down the product sub‑categories Quick Commerce firms focus on and the revenue models they use, such as e‑commerce services and transaction commissions.
- Consumer Digital1,103 companies · $17.4B raised · 39 hiring
- B2C E-Commerce953 companies · $17.8B raised · 29 hiring
- Gig Employers872 companies · $16.6B raised · 28 hiring
- Uber for Food Delivery540 companies · $6.7B raised · 14 hiring
- Food Delivery540 companies · $6.7B raised · 14 hiring
- Marketplaces358 companies · $8.7B raised · 19 hiring
- Uber for Grocery Delivery355 companies · $12.4B raised · 15 hiring
- B2C Grocery Delivery355 companies · $12.4B raised · 15 hiring
- Enterprise Tech269 companies · $6.8B raised · 22 hiring
- Commerce Enablers73 companies · $212.9M raised · 7 hiring
- Enterprise Software71 companies · $414M raised · 3 hiring
- SaaS66 companies · $418.3M raised · 4 hiring
Monetization
How Quick Commerce companies make money
How many companies earn revenue each way. Plenty use more than one model, so the counts add up to more than the sector.
E-Commerce - Service826
Commission on Transaction553
Subscription523
E-Commerce - Product398
Fee-For-Service173
Advertising163
Physical Commerce83
Renting / Leasing2
Business-model split
B2C 98B2B 37
Funding, M&A and the deals moving Quick Commerce in the United States
Counts corporate events over the past two years, including announcements, earnings releases, new products, mergers and acquisitions, and key‑person changes.
Announcement 140Earnings 107Product 62M&A 59Leadership 49Funding 44Contracts 27Lawsuit 16Assets 15Layoffs 10
- M&AGrocery technology company Instacart has acquired Instaleap.2026-04-14
- FundingClinical AI platform Avo has raised a $10M Series A financing round. The round was led by Noro-Moseley Partners, with participation from AlleyCorp and other strategic investors.2026-03-31
- M&AFenwick represented DoorDash (Nasdaq: DASH), a local commerce platform, in its acquisition of Metis, an applied-research and product lab building the post-training and continual-learning layer for enterprise agents.2026-03-18
- IPOWonder has hired a new CFO to help it prepare for an initial public offering.2026-03-17
- FundingChowbus raises $81M in funding to expand its AI platform for independent restaurants.2026-03-11
- M&ALast mile delivery firm, Serve Robotics on Tuesday announced plans to acquire Diligent Robotics2026-01-20
- IPOSaaS logistics firm FarEye is also inching toward the public markets.2025-11-26
- FundingInstant‑delivery veteran Gopuff has raised $250 million in fresh funding at a reduced $8.5 billion valuation, as the company doubles down on turning rapid convenience delivery into a durable, profitable business.2025-11-13
- FundingPlural, an early-stage investment fund that backs European technology founders, led Starship Technologies’ Series C round. Karma.vc, Latitude, Coefficient Capital, Skaala, and SmartCap (funded by the European Union – NextGenerationEU) also participated.2025-10-27
- M&AUS-based supermarket operator Schnuck Markets’ holding company, the 1939 Group, has completed the acquisition of Wisconsin-based grocery chains Festival Foods and Hometown Grocers.2025-10-22
Mergers and acquisitions
Deals from the last 24 months where a Quick Commerce company in the United States was the buyer or the one bought, newest first. “Undisclosed” means the price was never published — not that the deal was worth nothing.
| Acquirer | Target | Deal value | Status | Date |
|---|---|---|---|---|
| Na | undisclosed | Announced | 2026-05-06 | |
| Na | undisclosed | Announced | 2026-05-06 | |
| Na | undisclosed | Announced | 2026-05-06 | |
| Na | undisclosed | Announced | 2026-05-06 | |
| Na | undisclosed | Announced | 2026-05-06 | |
| Na | undisclosed | Announced | 2026-05-06 |
Who is listing, hiring leaders, launching and winning work
Details specific event types like IPO filings, leadership moves, product launches, and contract wins for Quick Commerce companies.
IPO pipeline
5 companies listed or filing · last 24 months
Leadership moves
10 tracked people moves · last 12 months
Product launches
tracked launches · last 12 months
FarEyePILOT (AI dispatcher)Apr 2026
Contract wins
14 customer wins · last 24 months
Workforce actions
7 companies cutting roles · last 24 months
Regulatory & litigation
5 regulatory events · 12 tracked suits · 24 months
- delivery drivers v doordashdelivery driver pay agreement · SettledMar 2026
- US Federal Trade Commission, illinois v grubhubdeceiving diners about delivery costs and misleading drivers about potential earnings · SettledFeb 2026
Earnings pulse
companies reporting results · last 24 months
9 companies reporting133 company-quarters trackedbeat 22miss 24in line 4
Half of these companies grew revenue faster than +25.0%, half slower.
Who is building Quick Commerce in the United States
Profiles founders and CEOs of Quick Commerce firms, noting their education and prior employers, with Stanford and Harvard among the most common alma maters.
Founders and chief executives12 of 464, from the best-funded companies on this page
repeat founder
Founder Wonder, Minnesota Timberwolves, Minnesota Lynx, City of Telosa. Bucknell University 1993
Founder & CEO Tempus, Co-Founder Lightbank, MediaBank, ex-Founder Echo Global Logistics. University of Michigan Law School JD 1994
Ex-Founder Happitail, Atmel, Brocade. Shanghai Jiao Tong University BS, UC Davis Graduate School of Management MBA 2008
Owner Ambient Sound Investments, ex-Founder targetapi.com, Skype, Joltid. University of Tartu 1991
Green Dragon, ex-DYME Brands, RAlly Charge. USC Marshall School of Business BS 2008
repeat founder
ApniBus, ex-Exicom, Statiq, Gaadi Web, Co-Founder Carbiqi. IMT Ghaziabad MBA
Ex-Co-Founder UCLA Smart Grid Energy Research Center, UCLA Autonomous Vehicle Team. UCLA BSc 2019
Ex-Blip, Reindeer, Clockwork Active Media Systems. Minneapolis College of Art and Design BFA 2008
Ex- CEO CoinFlip Solutions, OmniPoint, ex- Inmar, Bensur Creative Marketing Group, Founder M-Dot Network . Cornell University BS 2000
Where the founders studied
alma mater on record for 63 of 464 founders
Stanford University12
Harvard University9
Harvard Business School7
Massachusetts Institute of Technology5
University of Pennsylvania4
Stanford Business School4
Columbia University4
Carnegie Mellon University3
Where they worked before
a previous employer on record for 22 of 464 founders
Amazon5
eBay3
Microsoft3
Cisco2
McKinsey2
Morgan Stanley2
Intel2
Facebook1
Founders flagged as repeat founders
of 361 founders with a profile on this page
9
carry a repeat-founder flag
- flagged as repeat founders9
- no repeat-founder flag352
Radar
Look up the people behind Quick Commerce companies in the United States
Search founders, executives and operators by company, role and location.
Who funds Quick Commerce in the United States
Summarizes funding activity since 2016, showing 329 rounds from 463 investors and a typical round size of $5 million.
| Investor · most active investors since 2016 | Rounds | Led | Latest |
|---|---|---|---|
| Y Combinator | 17 | 6 | Jan 2024 |
| Techstars | 10 | 8 | Apr 2024 |
| Greycroft | 9 | 6 | Mar 2021 |
| SoftBank Vision Fund | 8 | 5 | Feb 2022 |
| Sequoia Capital | 8 | 3 | Mar 2021 |
| Andreessen Horowitz | 7 | 4 | Jul 2024 |
| United States Department of Agriculture | 7 | — | Jan 2022 |
| DST Global | 6 | 4 | Mar 2021 |
| Coatue | 6 | 3 | May 2019 |
| Collab Fund | 6 | 1 | Dec 2021 |
Stage mix · rounds since 2016
Seed & Angel128
Series A–B104
Series C+ / PE56
Grants, debt & other41
The typical round is $5M — half were bigger, half smaller.
The biggest Quick Commerce funding rounds in the United States
Highlights the largest disclosed funding rounds, such as Gopuff’s $1.5 billion Series D, and lists ten major recent rounds.
| Company | Round | Size | When | Backers |
|---|---|---|---|---|
| Series Dmega-round | $1.5B | Dec 2021 | Guggenheim Partners | |
| Series Cmega-round | $1.5B | Mar 2021 | Fidelity Investments, Eldridge Industries, Reinvent Capital +3 more | |
| Series Cmega-round | $1B | Jul 2021 | Guggenheim Investments, Hedosophia, SoftBank Vision Fund +5 more | |
| Series Dmega-round | $950M | Jan 2011 | Andreessen Horowitz, Kleiner Perkins | |
| Series Bmega-round | $750M | Aug 2019 | SoftBank Vision Fund | |
| Series Cmega-round | $700M | Mar 2024 | — | |
| Series Fmega-round | $600M | Oct 2018 | D1 Capital Partners | |
| Series Gmega-round | $600M | May 2019 | Coatue, Dragoneer Investment Group, DST Global +4 more | |
| Series Dmega-round | $600M | May 2025 | New Enterprise Associates, Accel, Google Ventures +2 more | |
| Series Dmega-round | $535M | Mar 2018 | Sequoia Capital, GIC, Wellcome Trust +1 more |
Venture round sizes · 2023–2025
<$1M12
$1–10M17
$10–50M8
$50–250M5
>$250M2
44 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
Series C$81MFeb 2026
Seed$1.8MFeb 2026
What the news says about Quick Commerce in the United States
Counts news coverage of Quick Commerce in the last year (231,545 articles) and the most frequently covered topics.
News volume
Quick Commerce coverage across United States · articles per quarter
2021Q22026Q1
peak ≥79,082 in 2025Q1 · ≥231,545 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 64% → 55%, negative 35% → 43% across 2021–2025.
What the coverage is about
The subjects that dominate Quick Commerce news in United States. The arrow shows whether each one is being written about more or less than a year ago.
- Trade policies and agreements≥44,115→+6%
- Lunar and martian exploration missions≥18,791▲+116%
- New product launches and innovations≥17,679▲+21%
- International political relations≥16,749▲+65%
- Economic policy and financial regulation≥14,565→-3%
- Space launch infrastructure development≥13,975▲+13%
- Strategic partnerships and collaborations≥13,955▲+23%
- Space station infrastructure≥13,946▼-19%
- International relations and diplomacy≥12,560▲+83%
- Company expansions and new market entries≥12,355▲+68%
Most-covered companies · last 12 months
- ≥4,830
- ≥2,225
- ≥465
- ≥202
- ≥156
- ≥89
- ≥85
- ≥65
- ≥25
- ≥22
37 Quick Commerce companies here were named in the news over this period.
Prism
Watch Quick Commerce coverage in United States as it happens
Prism follows these subjects story by story — which companies are named, what is said about them and how the tone moves.
Momentum
The words getting louder — and quieter
Which terms are showing up in more stories than a year ago, and which are fading. The percentage is the change in how many articles mention them.
trade facilitation commitments+49%artemis program+1472%bilateral trade terms+54%customs union deal+91%flight disruption payments+89%trade bloc compliance+54%tanker routing+499%free trade pact+63%wto rulings+173%aframax tankers+385%
nautical disaster-39%severe weather warning-49%vessel accident-48%recycled content packaging-66%plant-based packaging-67%
The pressures the press keeps returning to
Three recurring angles in United States Quick Commerce coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
≥363,794 articles touch this dimension · 49.9% critical tone
20212025
signals: tariff negotiations, free trade deals, preferential tariff
Funding Momentum ▲ rising
≥88,916 articles touch this dimension · 43.2% critical tone
20212025
signals: satellite telecommunication, satellite ground stations, satellite telemetry
Growth ▲ rising
≥130,018 articles touch this dimension · 35.3% critical tone
20212025
signals: logistics update, logistics bottleneck, tariff negotiations
Quick Commerce jobs in the United States: who is hiring and what they ask for
Reports 11,867 job postings from 99 Quick Commerce employers in the past year, with a median advertised salary of $48 k.
11,867postings · last 12 months
16,203postings tracked overall
99employers advertising
$48kmedian advertised salary/yr (n=415)
Demand
The Skills Employers Ask For
What Quick Commerce employers in the United States put in their job ads. The bar is how many postings ask for it; the arrow shows whether demand grew or shrank against the year before.
- smartphone267▲
- baler205▲
- social security number150▼
- cash flow148▼
- trash compactor143▲
- merchandising129▲
- slicers126▲
- accounting123▲
- computer skills123▲
- cash handling109▲
What level are these roles?
Entry142
Intern11
Senior215
Lead81
Manager3,118
What they pay, by level
- Manager$84k/yr (n=119)
Most advertised titles
- 1,515
- 1,472
- 795
- 670
- 640
- 525
What Quick Commerce research in the United States is working on
Lists 637 U.S. academic papers on Quick Commerce, showing most identify opportunities, fewer note cautions, and some outline common problems.
How this field talks about itself
United States-affiliated Quick Commerce papers (gold) against all published research (grey)
Promising52.4% · 37.6%1.4×
Breakthrough17.7% · 26.0%0.7×
Problem-identifying11.5% · 9.4%1.2×
Descriptive9.9% · 17.7%0.6×
Cautionary4.1% · 4.6%≈ par
Comparative4.1% · 3.9%≈ par
United States-affiliated Quick Commerce literature runs 1.4× more “promising” than science at large (52.4% vs 37.6% baseline).
How the work is done
Methods-led65.9%
Empirical24.5%
Reviews5.7%
Position pieces3.5%
Theoretical0.5%
How the research reads
90% positive · 5% neutral · 5% negative, across 637 papers.
The institutions doing the work · United States
- 872
- 691
- 587
- 436
- 382
- 369
ranked by how often their work is cited
Leading researchers · United States-affiliated work
Fengqi You · Kara M. Kockelman · T. Donna Chen · Belinda Wang · Dajun Yue · Tom L. Richard · Zuo‐Jun Max Shen · Long He
The most-cited breakthroughs
- DeepPool: Distributed Model-Free Algorithm for Ride-Sharing Using Deep Reinforcement Learning · 167 cites
- Next-Generation Automated Vehicle Location Systems: Positioning at the Lane Level · 135 cites
- Sustainable Design and Operation of Cellulosic Bioelectricity Supply Chain Networks with Life Cycle Economic, Environmental, and Social Optimization · 129 cites
- MOVI: A Model-Free Approach to Dynamic Fleet Management · 102 cites
- Vehicle Rebalancing for Mobility-on-Demand Systems with Ride-Sharing · 73 cites
Common problems researchers identify69 papers · 4 recurring themes
Problems · theme 01
Electrified Fleet Planning Challenges
26 papers · 37.7% of this block
▼ -63% share2022→2025 share of research on this subject
Researchers highlight difficulties in optimizing electric vehicle fleet operations and estimating fuel consumption for shared mobility services.
Electrification · Automotive engineering · Transport engineering · Fleet management
“Joint Optimization Scheme for the Planning and Operations of Shared Autonomous Electric Vehicle Fleets Serving Mobility on Demand”
26 of these papers raise it as a problem
Problems · theme 02
Standardization and Emissions in Fleet Management
25 papers · 36.2% of this block
▲ +6% share2022→2025 share of research on this subject
Studies point to gaps in fleet standardization and the environmental impact of vehicle selection across industries.
Fleet management · Standardization · Service · Aeronautics
“Construction Equipment Fleet Management Using Telematics Technology: Research And Resultant Educational Perspectives”
25 of these papers raise it as a problem
Problems · theme 03
Supply‑Chain Modeling and Optimization Gaps
10 papers · 14.5% of this block
▲ +19% share2022→2025 share of research on this subject
Works identify unresolved modeling issues and optimization hurdles in RFID‑enabled and algorithmic supply‑chain designs.
Supply chain optimization · Supply chain · Chain · Supply chain management
“Review on modeling and optimization problems about RFID technology and applications”
10 of these papers raise it as a problem
Problems · theme 04
Scaling Biofuel Supply Chains
8 papers · 11.6% of this block
▼ -8% share2022→2025 share of research on this subject
Papers discuss logistical and infrastructural obstacles to expanding biomass‑based fuel production and distribution.
Biofuel · Supply chain · Raw material · Biomass
“Challenges in Scaling Up Biofuels Infrastructure”
8 of these papers raise it as a problem
Cautions24 papers · 4 recurring themes
Cautions · theme 01
Operational Risks in Fleet Scheduling
12 papers · 50.0% of this block
▼ -79% share2022→2025 share of research on this subject
Authors caution that fleet standardization and scheduling constraints can undermine performance in on‑demand transport systems.
Fleet management · Service · Scheduling · Operations research
“Fleet Standardisation and Airline Performance”
12 of these papers raise it as a problem
Cautions · theme 02
Environmental Trade‑offs in Biofuel Logistics
5 papers · 20.8% of this block
▼ -23% share2022→2025 share of research on this subject
Research warns of greenhouse‑gas implications when locating biorefineries and designing sustainable biofuel supply networks.
Biofuel · Supply chain · Greenhouse gas
“Location Allocation of Biorefineries for a Switchgrass-Based Bioethanol Supply Chain Using Energy Consumption and Emissions”
5 of these papers raise it as a problem
Cautions · theme 03
Revenue Uncertainty for Electric Fleets
4 papers · 16.7% of this block
▼ -7% share2022→2025 share of research on this subject
Studies highlight pricing and charging strategies that may affect profitability of shared autonomous electric vehicle operations.
Electrification · Revenue
“Management of a Shared Autonomous Electric Vehicle Fleet: Implications of Pricing Schemes”
4 of these papers raise it as a problem
Cautions · theme 04
Machine‑Learning Limits in Supply‑Chain Optimization
3 papers · 12.5% of this block
Works note that current AI techniques may not fully address inventory and biomass supply‑chain complexities.
Supply chain optimization · Supply chain
“Supply Chain Optimization: Machine Learning Applications in Inventory Management for E-Commerce”
3 of these papers raise it as a problem
Opportunities411 papers · 7 recurring themes
Opportunities · theme 01
Advanced Supply‑Chain Optimization Techniques
93 papers · 22.6% of this block
▲ +21% share2022→2025 share of research on this subject
Researchers propose new simulation and optimization methods to improve risk management and efficiency in supply networks.
Supply chain · Supply chain management · Supply chain optimization · Supply chain risk management
“Supply chain management using an optimization driven simulation approach”
Opportunities · theme 02
Integrated Airline Fleet and Routing Models
70 papers · 17.0% of this block
▼ -72% share2022→2025 share of research on this subject
Papers present holistic approaches that combine flight selection, fleet assignment, and crew scheduling for aviation operations.
Fleet management · Operations research · Scheduling · Aviation
“An Integrated Approach for Airline Flight Selection and Timing, Fleet Assignment, and Aircraft Routing”
Opportunities · theme 03
Data‑Driven Fleet Efficiency Analytics
63 papers · 15.3% of this block
▼ -40% share2022→2025 share of research on this subject
Studies explore analytics and simulation tools to boost fuel efficiency and reliability across automotive fleets.
Fleet management · Fuel efficiency · Automotive engineering · Analytics
“Safe and Sustainable Fleet Management with Data Analytics and Training”
Opportunities · theme 04
Charging Strategies for Electric Fleets
52 papers · 12.7% of this block
→ +2% share2022→2025 share of research on this subject
Research offers dynamic programming and infrastructure planning solutions for managing large autonomous electric vehicle fleets.
Electric vehicle · Electrification · Battery · Fleet management
“Operations of a Shared, Autonomous Electric Vehicle Fleet: Implications of Vehicle & Charging Infrastructure Decisions”
Opportunities · theme 05
Biofuel Supply‑Chain Design Innovations
51 papers · 12.4% of this block
▼ -14% share2022→2025 share of research on this subject
Works develop GIS‑enabled and stochastic models to optimize biomass sourcing and cellulosic ethanol production.
Biofuel · Biomass · Supply chain · Cellulosic ethanol
“<scp>GIS</scp>‐enabled biomass‐ethanol supply chain optimization: model development and Miscanthus application”
Opportunities · theme 06
Optimized Vehicle Routing for Shared Mobility
43 papers · 10.5% of this block
▼ -63% share2022→2025 share of research on this subject
Papers introduce routing and rebalancing algorithms to enhance service levels in car‑sharing and ride‑sharing platforms.
Operations research · Service · Vehicle routing problem · Fleet management
“Carsharing”
Opportunities · theme 07
Telematics‑Based Truck Performance Analytics
39 papers · 9.5% of this block
▼ -29% share2022→2025 share of research on this subject
Studies leverage GPS and telematics data to create performance metrics and assessment tools for commercial trucking.
Global Positioning System · Truck · Transport engineering · Telematics
“Processing Commercial Global Positioning System Data to Develop a Web-Based Truck Performance Measures Program”
Which of these themes are growing fastest
Tracks how the share of research themes in Quick Commerce has shifted from 2022 to 2025.
Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Supply‑Chain Modeling and Optimization Gaps▲+19%
Standardization and Emissions in Fleet Management▲+6%
Scaling Biofuel Supply Chains▼-8%
Electrified Fleet Planning Challenges▼-63%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Revenue Uncertainty for Electric Fleets▼-7%
Environmental Trade‑offs in Biofuel Logistics▼-23%
Operational Risks in Fleet Scheduling▼-79%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Advanced Supply‑Chain Optimization Techniques▲+21%
Charging Strategies for Electric Fleets▲+2%
Biofuel Supply‑Chain Design Innovations▼-14%
Telematics‑Based Truck Performance Analytics▼-29%
Data‑Driven Fleet Efficiency Analytics▼-40%
Optimized Vehicle Routing for Shared Mobility▼-63%
Integrated Airline Fleet and Routing Models▼-72%
Prism
Go deeper on Quick Commerce research and innovation
Research themes, patent activity and the companies commercialising them, in one place.
Keep going
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Radar finds and filters the companies. Prism watches what is being said about them.
About this data: built from Fliar's company, founder, funding, hiring, jobs, news and research trackers, covering the United States. Counts are of companies we track, not of every company that exists. Updated August 2026.
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