Industry landscapes
Industry report

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
restaurant tech industry,
in focus.

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

Snapshot: Funding in USD
Illustrated cover for Restaurant Tech Industry Landscape of the United States
US
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Restaurant Tech illustration
MEET THE COMPANIES

Explore the United States’s restaurant tech leaders

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

Expand panel +
Restaurant Tech company highlights in the United States, snapshot 30 August 2026
Company
DoorDashdoordash.com$2.47B13 roles19,300$13.72BFYFY2025 filing
Wonderwonder.com$1.88B—1,900—
CloudKitchenscloudkitchens.com$1.25B—4,000—
SpotOnspoton.com$923M—1,398—
Postmatespostmates.com$902.75M—1,317—
Toast$898.95M———
REEFreeftechnology.com$766.48M—7,150—
Buyers Edge Platformbuyersedgeplatform.com$455M11 roles447—
Altametricsaltametrics.com—11 roles189—
Foodafooda.com—11 roles223—
Serve Roboticsserverobotics.com—11 roles80—
PAR Technology Corppartech.com—10 roles1,802$455.55MFYFY2025 filing
Grubhubgrubhub.com—9 roles2,444$1.82BFYFY2020 filing
Miso Roboticsmisorobotics.com—9 roles96Financial figure available in RadarView in Radar
ASAPasap.com——35Financial figure available in RadarView in Radar
Boostlyboostly.com——1Financial figure available in RadarView in Radar
Chef Roboticschefrobotics.ai——12—
Crouxcroux.co——791—
Ctuitctuit.com——30—
Entreegetentree.io————
Goldbellygoldbelly.com——153—
HungerRushhungerrush.com——7—
Loyverseloyverse.com——2—
Royal Farmsroyalfarms.com——2,359—
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

Explore the live startup set in Radar

No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.

Explore classified startups in Radar ↗
THE KEY SIGNALS

Restaurant Tech industry KPIs in the United States

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

30 August 2026
Hiring participation4.3%

96 of 2,240 tracked companies have open roles.

Funding participation15.8%

353 of 2,240 tracked companies have a recorded round.

Top 3 funding share34.1%

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

Median disclosed round$4M

Midpoint of 554 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 34.1% of disclosed capital, while 84.2% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How the United States restaurant tech 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 restaurant tech
$0$753.4M$1.51B$2.26B$3.01B2016: $433.34M20162017: $438.42M20172018: $1.71B20182019: $2.64B20192020: $2.21B20202021: $2.45B20212022: $1.34B20222023: $492.4M20232024: $1.89B20242025: $1.23B2025
View the numbers
Annual restaurant tech funding and company formation in the United States
YearFunding (USD)FoundedRaising
2016$433.34M15234
2017$438.42M13146
2018$1.71B14253
2019$2.64B16654
2020$2.21B23957
2021$2.45B18565
2022$1.34B13158
2023$492.4M8931
2024$1.89B4446
2025$1.23B1728
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • DoorDash15.0%
  • Wonder11.4%
  • CloudKitchens7.6%
  • Other companies65.9%

Funding by stage

645 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel271 42.0%
Series A–B221 34.3%
Series C+ / PE83 12.9%
Grants, debt & other70 10.9%

Recent recorded rounds

Latest recorded rounds · USD
8 rounds

Swipe or scroll horizontally to browse.

Seed03/2026
VoiceBit $2.5M

Backed by Berkeley SkyDeck and Tetrad and others.

Seed03/2026
Croux —

Backed by Halogen Ventures.

Series C02/2026
Chowbus $81M

Backed by Prysm Capital and Left Lane and others.

Series A02/2026
Loop AI $14M

Backed by Nyca Partners and Gokul Rajaram and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series C03/2024
Wonderwonder.com$700M

Participating investors were not recorded in this snapshot.

Series D05/2025
Wonderwonder.com$600M

Backed by New Enterprise Associates and Accel and others.

Series F02/2020
Toast$400M

Backed by TPG and Bessemer Venture Partners and others.

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 · company accounts; aggregate reporting threshold not met · 2 reporting entities from 5 eligible matches.

Revenue in covered accounts—

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

Net profit / loss—

Combined result for the same cohort.

Aggregate net margin—

Combined net income ÷ combined revenue.

Median company revenue—

The middle covered reporting entity.

Profitable entities—

None of 2 covered entities.

Top-five concentration—

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 · 2 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.

2 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 restaurant tech 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.

Busiest websites

55 of the 2,240 companies on this page carry a measured traffic record (2.5%); these are the largest of those, by monthly visits. The median among them is 345,869 visits.

CompanyMonthly visitsAuthorityMobile
DoorDashdoordash.com105,760,1808778.4%
UberEATSubereats.com55,205,9669258%
Grubhubgrubhub.com18,209,4167768.8%
SevenRoomssevenrooms.com16,863,9525978.2%
HotScheduleshotschedules.com6,128,7066584.1%
Oloolo.com4,658,5405783.9%
Waitwhilewaitwhile.com3,712,6974086.2%
Chowbuschowbus.com3,223,7864688.9%
Goldbellygoldbelly.com1,706,3465672.2%
BentoBoxgetbento.com1,616,7563959.2%

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

514 of these companies (22.9%) publish at least one Android app — 3,833 apps in all, carrying 597.2M installs between them.

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 (2024Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Food Tech3,833597.2MUber Eats: Food and Grocery 288.2M
Online Grocery20424.2MDoorDash: Food, Grocery, More 87.2M
Hrtech173.7MHotSchedules 1.5M
In Store Retail Tech451.4MSpotOn 475.4K
Enterprise Resource Planning18777.1KCrunchtime Teamworx 537K
Hotel It8736.3KMarketMan For Restaurant 62.9K
Sme Business Management Software9616.9KSpotOn Teamwork Classic 82.3K
Marketingtech534595.1KZenput 410.9K

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.

2023Q2: 1112023Q2: 492023Q22023Q3: 932023Q3: 1292023Q32023Q4: 982023Q4: 482023Q42024Q1: 942024Q1: 1262024Q12024Q2: 942024Q2: 582024Q22024Q3: 952024Q3: 2632024Q32024Q4: 1002024Q4: 1672024Q42025Q1: 1412025Q1: 642025Q12025Q2: 1282025Q2: 1092025Q22025Q3: 1682025Q3: 5132025Q32025Q4: 1632025Q4: 2772025Q42026Q1: 2102026Q1: 3712026Q1

Darker bars are new releases, lighter bars apps updated. 3,563 of 3,833 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 restaurant tech market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech1,490
Enterprise software1,103
Consumer digital817
Saas770
Food and agriculture saas750
B2c e-commerce719
Uber for food delivery663
Gig employers568
Hyperlocal delivery539
Marketplaces242
Commerce enablers95
Food and beverage analytics55

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

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

1490companies
5.2%have hiring activity

77 companies hiring · $10.05B disclosed funding

Explore in Radar

How companies make money

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

Subscription1,587
E-commerce - service956
Commission on transaction744
Advertising327
Fee-for-service244
E-commerce - product202
Physical commerce55
Sponsorship5
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
Mergers & acquisitionsupserve.com ↗

Lightspeed said in a release Wednesday it had sold Upserve, which serves U.S. hospitality vendors, for US$44-million to Skyview Equity, plus another US$37-million that can be earned over 24 months if the divested company meets certain unspecified performance targets.

Mergers & acquisitionsgiftameal.com ↗

Swipe Savvy acquired GiftAMeal to expand its footprint in the restaurant marketing technology sector.

Mergers & acquisitionsetip.io ↗

eTip has acquired Shiny Solutions to expand its capabilities in employee management and service operations.

Mergers & acquisitionsdoordash.com ↗

Fenwick 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.

IPO activitywonder.com ↗

Wonder has hired a new CFO to help it prepare for an initial public offering.

Funding roundschowbus.com ↗

Chowbus raises $81M in funding to expand its AI platform for independent restaurants.

Funding roundscroux.co ↗

Croux – An AI-powered staffing marketplace connecting job seekers to flexible, high‑paying work opportunities.

Mergers & acquisitionstryhungry.com ↗

North American workplace food company HUNGRY has acquired Canada-based office meal delivery provider hungerhub.

Mergers & acquisitionsbuyersedgeplatform.com ↗

Buyers Edge Platform, a leading digital procurement network and solutions provider for the foodservice industry, announces the acquisition of NCB Foodservice

Mergers & acquisitionsthelevelup.com ↗

In 2024, the company was acquired by Singapore-based climate tech startup LEVELUP, with the companies merging under the Zevero brand.

Full recorded event mix

Top 10 categories among 600 recorded events in the 24-month window.

Company announcements
122
Earnings
104
Mergers & acquisitions
98
Funding rounds
72
New products
59
Leadership moves
55
Contracts
24
Asset acquisitions
20
Lawsuit
15
Layoffs
9
7 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

18 tracked people moves

Adam Daniels

Appointment Chief Executive and Executive Director

Rob Woodward

Appointment Executive Chair

Greg Fitzgerald

Retirement Previously Chief Executive and Executive Chair

Wonder ↗
Gabrielle Scheibe Rabinovitch

Appointment Chief Financial Officer

Ottimate ↗
Shawn Lane

Appointment Chief Executive Officer

ASAP ↗
Katy Billany

Appointment Sales Director

DoorDash ↗
Zaria Parvez

Appointment Head of Social

DoorDash ↗
Kofi Amoo-Gottfried

Resignation Previously Chief Marketing Officer

Product launches

Products, platforms and features in the recorded window

Metafoodx ↗
Catering Mode

Catering Mode

UberEATS ↗
Returns on Retail Items

E-commerce, On-Demand Delivery

PAR Intelligence

AI Tool

UberEATS ↗
T&T Supermarket integration

Online Grocery

DoorDash ↗
On‑demand delivery partnership with Family Dollar

Convenience goods delivery

Mad Mobile ↗
Premier Acquirer Services platform

Payment processing

DoorDash ↗
Autonomous delivery service

Delivery

Workforce actions

5 companies with reported reductions

100 rolescost reduction

DoorDash ↗

1,250 rolescost reduction

Grubhub ↗

500 rolesaligning business

Yelloh ↗

Scale not stated roleseconomic and market forces

Olo ↗

9.0% rolescost reduction

Regulatory events

8 recorded events

investigation openedFinancial Reporting Council (FRC)

Entree ↗

filed a claim to review tax calculationsAdministrative Court of Mongolia

DoorDash ↗

approvedEuropean Commission

DoorDash ↗

approved for saleEuropean Commission

Litigation

12 tracked suits

Company
delivery drivers v doordash

delivery driver pay agreementCivil · Settled

Company
US Federal Trade Commission, illinois v grubhub

deceiving diners about delivery costs and misleading drivers about potential earningsCivil · Settled

Earnings pulse

Reported company results in the recorded window.

11companies
114period observations
27.0%median reported growth

Median across 75 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
DoorDash→NaAnnounced2026-05-06Not stated in snapshot
DoorDash→NaAnnounced2026-05-06Not stated in snapshot
DoorDash→NaAnnounced2026-05-06Not stated in snapshot
DoorDash→NaAnnounced2026-05-06Not stated in snapshot
DoorDash→NaAnnounced2026-05-06Not stated in snapshot
DoorDash→NaAnnounced2026-05-06Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

14,558 postings in the preceding 12 months. The full 19,142-posting snapshot covers 174 employers.

Expand panel +

Most advertised job titles

Delivery Driver1,433
Restaurant Delivery795
Bomb Technician782
Independent Catering Delivery Professional670
Information Technology Professional (It Support)647
Logistics Specialist566
3 internship postings

34 tracked postings mention remote work.

The seniority mix

1,719 postings specify a level.

unspecified
17,423
manager
1,317
senior
299
lead
71
entry
19
intern
13

Skills employers mention

Top skills across 19,142 tracked postings in the available jobs snapshot.

Smartphone
259
Social Security Number
150
Cash Flow
148
Delivery Driving
104
Immunizations
104
Operating Room Technician
104
Dental X Rays
104
Driver\'S License
88
Machine Learning
83
Driver\'S License Number
80
ADVERTISED PAY$65.0K/ year

Median across 615 postings with pay data, expressed in USD.

Salary by seniority

manager$90.0K/ year154 postings

Advertised posting medians do not describe all employees or roles.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

861 founders and chief executives across 652 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

110 profiles with education records.

Harvard University
15
Stanford University
10
Columbia University
10
University of California (Berkeley)
9
Harvard Business School
8
University of Pennsylvania
7
Duke University
7
Wharton School
6

Prior employers

38 profiles with prior-work records.

Google
6
McKinsey
5
Morgan Stanley
3
Microsoft
3
eBay
3
Intel
3
Apple
3
Uber
3

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

NEWS INTELLIGENCE

How this industry appears in the news

281,249 articles in the measured 12-month window.

Expand panel +
281,249articles in the measured year
68,249articles in 2026Q1
77.6%positive tone in the latest complete year

News volume trends

Restaurant Tech coverage across United States · articles per complete quarter

040,87681,752122,628163,5042021Q2: 53,5962021Q22021Q3: 55,7962021Q4: 52,5152022Q1: 56,8722022Q2: 55,2902022Q22022Q3: 53,2332022Q4: 56,8832023Q1: 58,9122023Q2: 63,3092023Q22023Q3: 66,8512023Q4: 61,7842024Q1: 76,9602024Q2: 69,4482024Q22024Q3: 67,4002024Q4: 70,3592025Q1: 142,1772025Q2: 62,2982025Q22025Q3: 85,6132025Q4: 57,4802026Q1: 68,2492026Q1
View quarterly article counts
QuarterArticles
2021Q253,596
2021Q355,796
2021Q452,515
2022Q156,872
2022Q255,290
2022Q353,233
2022Q456,883
2023Q158,912
2023Q263,309
2023Q366,851
2023Q461,784
2024Q176,960
2024Q269,448
2024Q367,400
2024Q470,359
2025Q1142,177
2025Q262,298
2025Q385,613
2025Q457,480
2026Q168,249

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
134,915 positive · 1,882 neutral · 37,273 negative
2022
167,633 positive · 2,516 neutral · 51,763 negative
2023
194,524 positive · 2,602 neutral · 53,326 negative
2024
216,687 positive · 2,878 neutral · 64,201 negative
2025
269,218 positive · 4,444 neutral · 73,375 negative

Leading coverage topics

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

Lunar And Martian Exploration Missions18,791 articles in the full recorded period
7,142 recent · 3,296 prior
Space Launch Infrastructure Development13,975 articles in the full recorded period
4,546 recent · 4,018 prior
Space Station Infrastructure13,945 articles in the full recorded period
4,274 recent · 5,276 prior
Reusable Launch Vehicle Innovations11,789 articles in the full recorded period
3,698 recent · 3,392 prior
Seafood Sourcing And Aquaculture11,070 articles in the full recorded period
3,559 recent · 2,936 prior
Satellite Communication Technologies11,069 articles in the full recorded period
3,295 recent · 2,797 prior
Seafood And Shellfish Categories10,698 articles in the full recorded period
3,736 recent · 2,680 prior
Lunar And Planetary Surface Feature Analysis10,280 articles in the full recorded period
3,678 recent · 1,620 prior
New Product Launches And Innovations10,175 articles in the full recorded period
2,540 recent · 2,347 prior
Orbital Mechanics And Celestial Motion Calculations9,588 articles in the full recorded period
2,895 recent · 3,907 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Restaurant Tech coverage across United States

KeywordRecentPriorChange
artemis program3,7162411442%
shrimp aquaculture1,46997950%
land-frozen seafood1,37879074%
shrimp harvest1,13264376%
shrimp1,12668664%
crab availability96364849%
fresh shellfish90858356%
tuna steak90253967%
flash-frozen seafood89448385%
shrimp ceviche873361142%
food safety modernization2331,623-86%
poultry health306800-62%
organic standards enforcement84791-89%
food hub operations319789-60%
asteroid characterization342708-52%

Event and signal lenses

Restaurant Tech coverage across United States

All complete annual cohorts shown
Rising

Regulatory Risk

227,979 classified articles

satellite telecommunication, food safety modernization, inter-satellite links

31.8% critical · 44.1% positive
Rising

Funding Momentum

74,528 classified articles

satellite telecommunication, satellite ground stations, satellite telemetry

31.9% critical · 55.6% positive
Rising

Growth

105,648 classified articles

cannabis policy reform discussions, earnings report, legal cannabis sales

19.0% critical · 52.5% positive

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

RESEARCH SIGNALS

What Restaurant Tech research is working on

4,142 papers in the recorded india scope.

Expand panel +
4,142papers
53,152worldwide comparison pool
4,142India-affiliated papers

Research orientation

Problem-identifying
1,249
Promising
1,049
Descriptive
1,016
Cautionary
350
Breakthrough
283
Comparative
129
Critical
66

Contribution mix

Empirical
2,118
Reviews
1,121
Methods-led
474
Position pieces
410
Theoretical
19

Tone counts: 3,174 positive · 193 neutral · 775 negative.

Common problems researchers identify
1,315 papers · 31.7% of this field
  • Food safety371 papers
  • Food security294 papers
  • Food processing234 papers
  • Agriculture227 papers
  • Food systems194 papers
  • Sustainability126 papers
  • Production116 papers
  • Consumption84 papers

Landmark: Ultra‐processed products are becoming dominant in the global food system

Cautions
350 papers · 8.5% of this field
  • Food safety85 papers
  • Food security59 papers
  • Agriculture43 papers
  • Production40 papers
  • Food processing30 papers
  • Sustainability26 papers
  • Food science22 papers
  • Public health18 papers

Landmark: Caffeine (1, 3, 7‐trimethylxanthine) in Foods: A Comprehensive Review on Consumption, Functionality, Safety, and Regulatory Matters

Opportunities
1,332 papers · 32.2% of this field
  • Food safety265 papers
  • Food processing191 papers
  • Agriculture170 papers
  • Food security152 papers
  • Production135 papers
  • Sustainability101 papers
  • Food science100 papers
  • Food industry75 papers

Landmark: The current application of nanotechnology in food and agriculture

Leading institutions

Cornell University
8,690
Harvard University
4,835
University of Illinois Urbana-Champaign
4,593
University of Massachusetts Amherst
4,490
Kansas State University
4,372
Michigan State University
4,222

Leading researchers

Carlos Augusto Monteiro
2,902
Geoffrey Cannon
2,712
David Julian McClements
2,676
Barry M. Popkin
2,381
JC Moubarac
1,762
S.W. Ng
1,762
Juming Tang
1,561
Sumithra Muthayya
1,514

Highly cited breakthrough-labelled papers

  • Development of a Paper-Based Analytical Device for Colorimetric Detection of Select Foodborne Pathogens460 citations
  • Practical Value of Food Pathogen Traceability through Building a Whole-Genome Sequencing Network and Database381 citations
  • Blockchain in food supply chains: a literature review and synthesis analysis of platforms, benefits and challenges268 citations
  • Energetic consequences of thermal and nonthermal food processing214 citations
  • Management and prevention of mycotoxins in peanuts196 citations

Common problems researchers identify

1,216 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Food Safety Knowledge GapsCommon problems researchers identify · 01

Food Safety Knowledge Gaps

217 papers

17.8% of this theme group

Researchers highlight limited consumer awareness and practices that increase food safety risks.

Food safety (186) · Food safety risk analysis (21) · Environmental health (36) · Risk analysis (23)

Food Safety

HOUSEHOLD FOOD SAFETY: AN IN-DEPTH LOOK AT CONSUMER KNOWLEDGE AND PRACTICES

View research history
YearShare index
20221167.5
20231100.6
2024989.3
2025678.0
Pathogen Outbreak ConcernsCommon problems researchers identify · 02

Pathogen Outbreak Concerns

199 papers

16.4% of this theme group

Studies flag persistent outbreaks of mycotoxins, Salmonella and related pathogens in food chains.

Mycotoxin (27) · Outbreak (36) · Salmonella (24) · Food safety (96)

Meat, Poultry, and Seafood

Practice and Progress: Updates on Outbreaks, Advances in Research, and Processing Technologies for Low-moisture Food Safety

View research history
YearShare index
2022190.9
2023157.6
2024144.3
2025130.6
Climate Impact on Food SecurityCommon problems researchers identify · 03

Climate Impact on Food Security

191 papers

15.7% of this theme group

Work points to climate change threatening food systems and increasing under‑nutrition.

Food security (169) · Food systems (86) · Agriculture (84) · Climate change (29)

Climate Change and Global Food Systems: Potential Impacts on Food Security and Undernutrition

Food security and sustainable resource management

View research history
YearShare index
20222823.8
20232942.2
20242925.1
20252894.8
Processing Technology ChallengesCommon problems researchers identify · 04

Processing Technology Challenges

174 papers

14.3% of this theme group

Papers discuss how new processing methods affect food quality, safety and nutritional value.

Food processing (81) · Food industry (32) · Food science (30) · Biotechnology (29)

Nanotechnology-based approaches for food sensing and packaging applications

Effect of Innovative Food Processing Technologies on the Physicochemical and Nutritional Properties and Quality of Non-Dairy Plant-Based Bev

View research history
YearShare index
20221007.3
2023996.2
2024950.3
2025657.0
Food Insecurity and ConsumptionCommon problems researchers identify · 05

Food Insecurity and Consumption

154 papers

12.7% of this theme group

Research reveals uneven access to healthy foods and its effect on dietary habits.

Food insecurity (23) · Consumption (27) · Healthy food (12) · Food consumption (10)

The food environment, its effects on dietary consumption, and potential for measurement within agriculture-nutrition interventions

Competitive Food Policy and Food Behavior and Health Metrics in K-12 Students: A Scoping Review

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YearShare index
202275.9
202371.7
202470.2
202569.0
Agricultural Production PressuresCommon problems researchers identify · 06

Agricultural Production Pressures

153 papers

12.6% of this theme group

Analyses examine rising demand on land, aquaculture and processing to meet food needs.

Agriculture (86) · Production (35) · Aquaculture (14) · Food processing (38)

Trends in Global Agricultural Land Use: Implications for Environmental Health and Food Security

Economic growth, convergence, and world food demand and supply

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YearShare index
20222753.0
20232861.6
20242813.3
20252725.9
Sustainability and Food WasteCommon problems researchers identify · 07

Sustainability and Food Waste

128 papers

10.5% of this theme group

Studies identify waste across supply chains as a barrier to sustainable food systems.

Sustainability (60) · Food waste (30) · Food systems (54) · Supply chain (21)

Reducing Food Loss and Waste to Enhance Food Security and Environmental Sustainability

Review of the sustainability of food systems and transition using the Internet of Food

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YearShare index
2022577.1
2023647.5
2024713.2
2025885.0

Cautions

322 papers · 7 recurring themes
7 cards

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Contaminant Safety UncertaintiesCautions · 01

Contaminant Safety Uncertainties

66 papers

20.5% of this theme group

Authors caution about health impacts of aflatoxins, caffeine residues and nanomaterials in foods.

Food safety (25) · Contamination (9) · Aflatoxin (5) · Human health (5)

Caffeine (1, 3, 7‐trimethylxanthine) in Foods: A Comprehensive Review on Consumption, Functionality, Safety, and Regulatory Matters

Is nano safe in foods? Establishing the factors impacting the gastrointestinal fate and toxicity of organic and inorganic food-grade nanopar

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YearShare index
2022600.6
2023598.8
2024609.2
2025588.3
Marketing and Security RisksCautions · 02

Marketing and Security Risks

64 papers

19.9% of this theme group

Research warns that marketing practices can exacerbate food insecurity and safety gaps.

Food safety (29) · Food security (21) · Food insecurity (6) · Marketing (4)

Ecosystem Services and Food Security: Economic Perspectives on Environmental Sustainability

Case Studies of Small-Medium Food Enterprises around the World: Major Constraints and Benefits from the Implementation of Food Safety Manage

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YearShare index
2022582.7
2023621.6
2024627.6
2025684.7
Resource Trade‑off ConcernsCautions · 03

Resource Trade‑off Concerns

57 papers

17.7% of this theme group

Papers caution that expanding agriculture may compromise water and land sustainability.

Agriculture (27) · Food security (29) · Natural resource economics (16) · Production (24)

How Could Agricultural Land Systems Contribute to Raise Food Production Under Global Change?

The Role of Latin America’s Land and Water Resources for Global Food Security: Environmental Trade-Offs of Future Food Production Pathways

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YearShare index
20222920.8
20233041.0
20243011.8
20252929.5
Pathogen Management LimitsCautions · 04

Pathogen Management Limits

42 papers

13.0% of this theme group

Studies highlight difficulties in controlling Salmonella and Listeria across production and households.

Salmonella (14) · Listeria monocytogenes (14) · Food safety (17) · Antimicrobial (5)

Alternative approaches to the risk management of Listeria monocytogenes in low risk foods

Prevalence of Salmonella in Eggs from Conventional and Cage-Free Egg Production Systems and the Role of Consumers in Reducing Household Cont

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YearShare index
2022248.3
2023253.8
2024254.4
2025268.8
Emerging Production TechnologiesCautions · 05

Emerging Production Technologies

35 papers

10.9% of this theme group

Researchers raise safety and regulatory questions around plant‑based and cell‑based meat, plus nanotech in livestock.

Production (11) · Fish <Actinopterygii> (5) · Aquaculture (5) · Livestock (6)

Plant-based and cell-based approaches to meat production

Nanotechnology Considerations for Poultry and Livestock Production Systems – A Review

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YearShare index
2022142.3
2023141.1
2024134.4
2025119.7
Sugar and Processing IssuesCautions · 06

Sugar and Processing Issues

33 papers

10.2% of this theme group

Work points to challenges in reducing added sugar while maintaining product quality.

Added sugar (4) · Food intake (5) · Food processing (9) · Sugar (3)

Reducing Food Loss And Waste While Improving The Public’s Health

Challenges and opportunities for increasing the effectiveness of food reformulation and fortification to improve dietary and nutrition outco

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YearShare index
2022150.4
2023161.0
2024152.7
2025181.8
Preservation Method RisksCautions · 07

Preservation Method Risks

25 papers

7.8% of this theme group

Authors caution about spoilage and microbial viability when replacing traditional preservatives.

Shelf life (9) · Food spoilage (6) · Cold storage (4) · Food preservation (4)

The Challenges of Eliminating or Substituting Antimicrobial Preservatives in Foods

Storage Temperature Effects on <i>Bacillus</i> Spores and <i>Lactobacillus acidophilus</i> Viability

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YearShare index
2022117.8
2023112.6
2024102.1
2025110.1

Opportunities

1,216 papers · 7 recurring themes
7 cards

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Sustainable Agriculture PathwaysOpportunities · 01

Sustainable Agriculture Pathways

238 papers

19.6% of this theme group

Research highlights agroforestry and waste valorization as routes to resilient food production.

Agriculture (120) · Sustainability (69) · Sustainable agriculture (36) · Food security (72)

Sustainable Food Production and Valorization of Food and Agricultural Waste: Recent Advances and Future Prospects

Agroforestry: a key land use system for sustainable food production and public health

View research history
YearShare index
20222960.4
20233105.2
20243086.4
20253100.3
Advanced Processing for SafetyOpportunities · 02

Advanced Processing for Safety

206 papers

16.9% of this theme group

Studies explore machine learning and novel techniques to improve food safety and quality.

Food processing (64) · Food safety (68) · Risk analysis (18) · Food industry (29)

Machine learning‐based modeling in food processing applications: State of the art

Leveraging artificial intelligence and advanced food processing techniques for enhanced food safety, quality, and security: a comprehensive

View research history
YearShare index
2022323.4
2023339.7
2024344.8
2025377.4
Functional Fermented FoodsOpportunities · 03

Functional Fermented Foods

175 papers

14.4% of this theme group

Work emphasizes health benefits of fermented products and innovative processing to preserve nutrients.

Health benefits (22) · Functional food (18) · Fermentation (24) · Food processing (48)

Novel food processing technologies for retaining nutrition of horticultural food products

Exploring the health benefits, mechanisms of action, and emerging safety concerns of fermented foods with emphasis on African foods

View research history
YearShare index
2022161.7
2023154.0
2024153.2
2025138.2
Behavioral and Communication StrategiesOpportunities · 04

Behavioral and Communication Strategies

172 papers

14.1% of this theme group

Research investigates how risk communication and social governance can enhance food safety perception.

Food safety (70) · Food insecurity (21) · Food security (37) · Psychological intervention (15)

Food safety risk behavior and social Co-governance in the food supply chain

Impact of reliable news information on consumers' perceptions and information seeking intentions from a food safety risk

View research history
YearShare index
2022582.7
2023621.6
2024627.6
2025684.7
Active Packaging InnovationsOpportunities · 05

Active Packaging Innovations

146 papers

12.0% of this theme group

Papers present nano‑emulsions and edible coatings to extend shelf life of fresh produce.

Shelf life (52) · Postharvest (22) · Active packaging (16) · Preservative (12)

Nanoemulsions as Edible Coatings: A Potential Strategy for Fresh Fruits and Vegetables Preservation

Combining Non-Thermal Processing Techniques with Edible Coating Materials: An Innovative Approach to Food Preservation

View research history
YearShare index
2022107.4
2023100.1
202491.6
2025102.4
Biological Antimicrobial SolutionsOpportunities · 06

Biological Antimicrobial Solutions

144 papers

11.8% of this theme group

Studies explore bacteriophages and plant‑derived antimicrobials to reduce foodborne pathogens.

Salmonella (31) · Listeria monocytogenes (21) · Antimicrobial (27) · Salmonella enterica (13)

Using lytic bacteriophages to eliminate or significantly reduce contamination of food by foodborne bacterial pathogens

Plant Antimicrobials for Food Quality and Safety: Recent Views and Future Challenges

View research history
YearShare index
2022672.6
2023649.1
2024617.5
2025653.3
Biosensor Detection AdvancesOpportunities · 07

Biosensor Detection Advances

135 papers

11.1% of this theme group

Research showcases electrochemical biosensors for rapid, low‑limit detection of contaminants.

Food safety (73) · Biosensor (13) · Detection limit (16) · Contamination (18)

Food Safety Analysis Using Electrochemical Biosensors

Review of Electrochemical Biosensors for Food Safety Detection

View research history
YearShare index
2022221.9
2023229.8
2024235.1
2025251.0

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Problem-identifying30.2%9.7%
Promising25.3%37.4%
Descriptive24.5%17.3%
Cautionary8.5%4.6%
Breakthrough6.8%25.9%
Comparative3.1%4.1%
Critical1.6%1.0%

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
Privacy & surveillanceGenomic Epidemiology: Whole-Genome-Sequencing–Powered Surveillance and Outbreak Investigation of Foodborne Bacterial Pat270.72%8 (29.6%)0.53%
Hardware, e-waste & supply chainFUNCTIONAL PROPERTIES OF SOLUBLE HYDROCOLLOIDS EXTRACTED FROM <i>THEOBROMA BICOLOR</i><i> </i>(MACAMBO) PROCESSING WASTE130.35%1 (7.7%)0.29%
Labour & data workHigher food prices can reduce poverty and stimulate growth in food production20.05%2 (100.0%)0.03%
Energy & datacenter footprintSustainable AI-based production agriculture: Exploring AI applications and implications in agricultural practices10.03%0 (0.0%)0.01%
Safety & misuse369 Use of infographics to influence consumer perceptions of sustainability within the U.S. beef industry.10.03%1 (100.0%)0.03%
Concentration of compute powerExploring processed common beans market in Kenya: Implications for the business community10.03%1 (100.0%)0.02%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Bias & fairness00.0%0 (%)0.03%

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

GEOGRAPHIC FOOTPRINT

Where companies are based

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

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8 cards

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UNDERSTAND THE LANDSCAPE

Restaurant Tech 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.

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 ↗
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