Industry landscapes
The companies, capital and talent shaping food and agriculture in New York City. 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.
127 of 1,066 tracked companies have open roles.
208 of 1,066 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 284 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 56.0% of disclosed capital, while 80.5% 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 | $71.93M | 34 | 14 |
| 2017 | $100.88M | 48 | 14 |
| 2018 | $156.58M | 63 | 24 |
| 2019 | $615.4M | 69 | 31 |
| 2020 | $256.59M | 46 | 35 |
| 2021 | $1.21B | 42 | 33 |
| 2022 | $329.13M | 32 | 24 |
| 2023 | $182.6M | 28 | 26 |
| 2024 | $133.16M | 13 | 21 |
| 2025 | $3.95B | 4 | 15 |
Share of all disclosed company funding.
353 recorded rounds since 2016
Recorded participation in food and agriculture company rounds since 2016.
Backed by .
Backed by Great Circle Ventures and Paperboy Ventures.
Backed by .
Backed by IRIS VENTURES.
Backed by .
Backed by .
Backed by .
Backed by SG Credit Partners.
Backed by The Rise Fund and Rabo Corporate Investments and others.
Backed by Fidelity Investments and Google Ventures and others.
Backed by Wellington and D1 Capital Partners and others.
Participating investors were not recorded in this snapshot.
Participating investors were not recorded in this snapshot.
Backed by Highpost Capital and Siddhi Capital and others.
Backed by Greenoaks and Valor Equity Partners.
Backed by Enlightened Hospitality Investments and Monogram Capital Partners and others.
Backed by The Craftory.
Backed by Seven Seven Six and Day One Ventures 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.
FY2025 · company accounts; aggregate reporting threshold not met · 6 reporting entities from 11 eligible matches.
Sum of reporting-entity revenue; not New York City market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
None of 6 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.
FY2025 · 6 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 |
|---|---|---|---|---|---|
| Seneca Foods ↗88948 | $1,578.9m | $41.2m | +2.6% | — | — |
| Hain Celestial ↗910406 | $1,559.8m | $-530.8m | -34.0% | — | — |
| Shake Shack ↗1620533 | $1,445.3m | $45.7m | +3.2% | — | — |
| The Vita Coco Company ↗1482981 | $609.8m | $71.3m | +11.7% | — | — |
| Ark Restaurants ↗779544 | $165.8m | $-11.5m | -6.9% | — | — |
| Coffee Holding ↗1007019 | $96.3m | $1.4m | +1.5% | — | — |
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 New York City companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
21 of the 1,066 companies on this page carry a measured traffic record (2%); these are the largest of those, by monthly visits. The median among them is 213,765 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| The Farmer\'s Dogthefarmersdog.com | 4,629,206 | 61 | 92.4% |
| Javvycoffeejavvycoffee.com | 2,413,147 | 46 | 94.6% |
| Dog is Humandogishuman.com | 666,999 | 35 | 89.4% |
| Bonchonbonchon.com | 547,955 | 51 | 84.5% |
| Gregorysgregorys.gr | 398,984 | 39 | 95.6% |
| David Proteindavidprotein.com | 328,440 | 44 | 65% |
| NOBUnoburestaurants.com | 319,190 | 59 | 56.7% |
| Johnnie Walkerjohnniewalker.com | 283,157 | 57 | 77.6% |
| Baked by Melissabakedbymelissa.com | 281,749 | 46 | 79.3% |
| Momofukumomofuku.com | 227,298 | 51 | 59.9% |
Visits and authority are third-party web estimates, not company-reported figures.
39 of these companies (3.7%) publish at least one Android app — 44 apps in all, carrying 4M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| Shake ShackShake Shack | 2.3M | 4.1 | Food & Drink |
| Insomnia CookiesInsomnia Cookies | 530.4K | 4.8 | Food & Drink |
| P. F. Chang\'sP.F. Chang\'s | 326.8K | 2.8 | Food & Drink |
| Kung Fu TeaKung Fu Tea | 247.1K | 4.4 | Food & Drink |
| Gregory’s eorderGregorys | 142.4K | — | Food & Drink |
| CHOPTChopt Salad | 125.1K | 4.9 | Food & Drink |
| Parry\'s PizzaParrys Pizza | 74.7K | 4.7 | Food & Drink |
| Just SaladJust Salad | 63.4K | 3.4 | Food & Drink |
| Bonchon Chicken USABonchon | 56K | 2.1 | Food & Drink |
| KyuramenKYURAMEN | 29.8K | 1.3 | Food & Drink |
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 (2024Q1–2025Q4).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Food Distributors | 4 | 143.6K | Gregory’s eorder 142.4K | |
| Restaurants | 2 | 28K | Bluestone Lane 27.5K | |
| Online Grocery | 4 | 23.1K | Fairway Market 13.9K | |
| Food Retailers | 6 | 22.1K | CoCo Bubble Tea 2.6K | |
| Alcoholic Beverage Products | 4 | 12.1K | BeerXchange 7.3K | |
| Food Processing | 3 | 375 | OneTablet Kitchen 289 |
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. 44 of 44 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.
2 companies hiring · $173.67M disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
At the end of 2020, the fledgling firm secured seed investment and its first customer in Ocado, which used the technology to let its warehouse robots pick up fruit and vegetable products without damaging them.
Duvel Moortgat is acquiring the American beer brand Stone—one of the pioneers of the American craft beer movement—from the Japanese brewer Sapporo.
B&G Foods Inc. said Jan. 15 that it agreed to buy the broth and stock business of Del Monte Foods Corporation II Inc. and its affiliates, including the College Inn and Kitchen Basics brands, for about $110 million in cash.
SG Credit Partners, through its consumer products division, made a senior debt investment in Mezcla, the New York-based maker of the puff-crispy plant protein bar. The investment was made in connection with Mezcla’s recently closed Series B round led by Bluestein Ventures and will support working capital needs as the company continues to accelerate retail expansion nationwide.
In September 2024, the company sold its ParmCrisps snack brand to Our Home.
Wonder has acquired New York City-based fast-casual restaurant Blue Ribbon Fried Chicken from Blue Ribbon Restaurants for an undisclosed sum.
Barnwell Bio – $6M Seed BIOTECH Barnwell Bio, an animal health biosurveillance platform for the analysis of environmental and waste samples, has raised $6M in Seed funding led by Twelve Below.
Founders Table Restaurant Group has acquired Protein Bar & Kitchen, marking a significant expansion of its portfolio of founder‑led brands.
Livekindly Collective has acquired TiNDLE Foods’s foodservice operations in the US, the UK and Germany.
David Protein, for instance, raised a $75 million series A funding round…led by Greenoaks with participation from Valor Equity Partners
Top 10 categories among 700 recorded events in the 24-month window.
2 companies with recorded IPO activity
IPO · NASDAQ1 reports
IPO1 reports
33 tracked people moves
Appointment President
Appointment Board Member
Appointment Chief Development Officer
Appointment Chief Technology Officer
Appointment Agent
Appointment Agent
Appointment Agent
Promotion Chief Brand Officer
Products, platforms and features in the recorded window
Tea
Fast-casual concept
Pricing program
Coconut juice flavor
Seasonal gift set
Sauce
Enterprise Service Management
9 recorded customer wins
Customer: Tindle FoodsFood & Beverage
Customer: Enterprise Service Management
Customer: Orion Properties, Inc.
Customer: compass groupFoodservice/Catering
Customer: treehouse foodsSnack Foods
Customer:
6 recorded events
UK Environment Agency
pending approval
approved for purchaseUS court
pending regulatory approval
6 tracked suits
trademark infringementCivil · Ongoing
Bankruptcy trustee appointment disputeCivil · Settled
Reported company results in the recorded window.
Median across 185 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| duvel moortgat→Sapporo ↗ | 2026-04-22 | Not stated in snapshot | |
| No Sleep Beverage Inc.→UME Plum Liqueur ↗ | Announced | 2026-04-09 | Not stated in snapshot |
| B&G Foods→Del Monte Foods Corporation II Inc. | Announced | 2026-03-20 | $1.1B |
| Seneca Foods→B&G Foods ↗ | Announced | 2026-03-04 | Not stated in snapshot |
| our home→Hain Celestial ↗ | Completed | 2026-03-03 | Not stated in snapshot |
| j&j snack foods corp→Hain Celestial ↗ | Completed | 2026-03-03 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
3,281 postings in the preceding 12 months. The full 5,372-posting snapshot covers 141 employers.
4 tracked postings mention remote work.
1,743 postings specify a level.
Top skills across 5,372 tracked postings in the available jobs snapshot.
Median across 551 postings with pay data, expressed in USD.
Advertised posting medians do not describe all employees or roles.
| Company | Employees |
|---|---|
| Restaurant Associates ↗ | 8,500 |
| Shake Shack ↗ | 7,429 |
| Cafeteria Group ↗ | 6,377 |
| legends hospitality ↗ | 4,004 |
| Ark Restaurants ↗ | 3,394 |
| Seneca Foods ↗ | 3,000 |
| B&G Foods ↗ | 2,847 |
| Hain Celestial ↗ | 2,786 |
375 founders and chief executives across 297 companies.
Square, Ex- Union Square Hospitality Group, Canlis Restaurant, Chart House Restaurant. Cornell University BS 1997
Ex- Co-Founder Exo, Capital Good Fund, Deloitte UK. Brown University AB 2013
Colgate University 2003
Reds All Natural, ex-NBTY, Chobani, Under Armour. University of Notre Dame BA 2000, Harvard Business School MBA 2007
CEO David, Litani Ventures, ex-Co-Founder RXBAR, Humble Growth. Wittenberg University BS 2008, American University of Beirut 201
Founder BeyondBrands, Naturally New York, Co-Founder Cool Beans, Founder MetaBrand Capital. Northeastern University 1993
Green Park Brands, ex-Little Miracle Drinks, Alvaro Group. University of the Arts London 2002
Founding Partner - Polaris Partners · ex-Co-Founder Living Proof, Burr, Egan, Deleage…
Simulate, ex-Hater, ex-Sweet Studio, Brandeis University, 1970
Recess, ex-Life Capital, ex-Adroll, Boston University, 2010
Ex - Amagansett Farmers Market. Bowdoin College 2011.
CEO Dos Toros Taqueria, Chop't Creative Salad Company, Wellness in the Schools, ex- Quiznos, Boloco. Princeton University 1990
70 profiles with education records.
6 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
13,830 articles in the measured 12-month window.
Food and Agriculture coverage tagged New York City · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 2,484 |
| 2021Q3 | 2,873 |
| 2021Q4 | 2,406 |
| 2022Q1 | 2,700 |
| 2022Q2 | 2,847 |
| 2022Q3 | 2,418 |
| 2022Q4 | 2,500 |
| 2023Q1 | 2,590 |
| 2023Q2 | 3,088 |
| 2023Q3 | 2,623 |
| 2023Q4 | 2,972 |
| 2024Q1 | 4,187 |
| 2024Q2 | 3,201 |
| 2024Q3 | 2,922 |
| 2024Q4 | 4,404 |
| 2025Q1 | 4,619 |
| 2025Q2 | 2,926 |
| 2025Q3 | 4,576 |
| 2025Q4 | 3,134 |
| 2026Q1 | 3,255 |
Article volume measures coverage, not market sales.
907 recorded company events across 69 companies; percentages use that event total.
Food and Agriculture coverage tagged New York City · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
United States comparison coverage
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| shrimp aquaculture | 1,469 | 980 | 50% |
| land-frozen seafood | 1,378 | 790 | 74% |
| shrimp harvest | 1,132 | 643 | 76% |
| shrimp | 1,126 | 686 | 64% |
| college playoffs | 1,029 | 666 | 55% |
| ceo change | 1,029 | 690 | 49% |
| crab availability | 963 | 648 | 49% |
| fresh shellfish | 908 | 583 | 56% |
| tuna steak | 902 | 539 | 67% |
| flash-frozen seafood | 894 | 483 | 85% |
| f1 world championship | 1,972 | 3,224 | -39% |
| f1 championship | 1,863 | 2,930 | -36% |
| poultry health | 804 | 2,053 | -61% |
| wildlife disease monitoring | 377 | 1,952 | -81% |
| h5n1 avian influenza | 356 | 1,818 | -80% |
United States comparison coverage
food rescue donations, meal distribution funding, emergency food aid
34.1% critical · 38.3% positivefood rescue donations, meal distribution funding, hunger assistance programs
31.3% critical · 47.8% positivewhole-farm revenue policies, earnings report, stock performance
22.1% critical · 48.5% positiveFood and Agriculture coverage tagged New York City. Topic labels describe recorded classifications and can include broad context.
652 papers in the recorded india scope.
Tone counts: 584 positive · 34 neutral · 34 negative.
Landmark: Climate-smart agriculture: what is it good for?
Landmark: An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries
Landmark: Responses of soil carbon sequestration to climate‐smart agriculture practices: A meta‐analysis
Common problems researchers identify · 0134.4% of this theme group
Researchers highlight climate impacts, policy gaps, and food‑security risks in Indian agriculture.
Climate change (20) · Agriculture (43) · Food security (17) · Government (6)
Climate-smart agriculture global research agenda: scientific basis for action
Economics of Climate Smart Agriculture: An Overview
| Year | Share index |
|---|---|
| 2022 | 2087.7 |
| 2023 | 2154.4 |
| 2024 | 2121.1 |
| 2025 | 2354.5 |
Common problems researchers identify · 0229.6% of this theme group
Papers point to technical and adoption barriers for robots and connected devices on farms.
Robotics (10) · Agriculture (32) · Robot (6) · Internet of Things (6)
Computer vision in smart agriculture and precision farming: Techniques and applications
Artificial Intelligence of Things (AIoT) for smart agriculture: A review of architectures, technologies and solutions
| Year | Share index |
|---|---|
| 2022 | 1344.5 |
| 2023 | 1371.8 |
| 2024 | 1420.2 |
| 2025 | 1404.4 |
Common problems researchers identify · 0323.2% of this theme group
Studies discuss limited growth, financing, and market barriers for new farming technologies.
Agriculture (27) · Economic growth (3) · Agricultural economics (4) · Public economics (2)
Agricultural Technology in Africa
Agricultural Technology Choice and Transport
| Year | Share index |
|---|---|
| 2022 | 819.3 |
| 2023 | 801.0 |
| 2024 | 650.4 |
| 2025 | 375.5 |
Common problems researchers identify · 0412.8% of this theme group
Research flags inefficiencies in nutrient use and management practices affecting dairy and crop productivity.
Agricultural science (4) · Nutrient management (2) · Nutrient (2) · Agronomy (2)
Meta-analysis of the effects of on-farm management strategies on milk yields of dairy cattle on smallholder farms in the Tropics
An overview of organic, grassfed dairy farm management and factors related to higher milk production
| Year | Share index |
|---|---|
| 2022 | 389.6 |
| 2023 | 372.3 |
| 2024 | 270.2 |
| 2025 | 197.4 |
Cautions · 0136.4% of this theme group
Authors caution that some climate‑smart approaches may not deliver promised sustainability outcomes.
Climate change (8) · Agriculture (13) · Sustainability (3) · Greenhouse gas (3)
A Short History of the Evolution of the Climate Smart Agriculture Approach and Its Links to Climate Change and Sustainable Agriculture Debat
Climate smart agriculture and global food-crop production
| Year | Share index |
|---|---|
| 2022 | 2330.1 |
| 2023 | 2430.6 |
| 2024 | 2427.5 |
| 2025 | 2687.8 |
Cautions · 0231.8% of this theme group
Evidence shows mixed results and unpredictable uptake of new agricultural technologies.
Agriculture (11) · Agricultural economics (4) · Diversification (2) · Developing country (2)
An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries
The Role of Information in Agricultural Technology Adoption: Experimental Evidence from Rice Farmers in Uganda
| Year | Share index |
|---|---|
| 2022 | 392.7 |
| 2023 | 376.2 |
| 2024 | 353.1 |
| 2025 | 221.7 |
Cautions · 0318.2% of this theme group
Studies warn of animal health and worker safety issues linked to certain farm practices.
Relationship between farm management strategies, reticuloruminal pH variations, and risks of subacute ruminal acidosis
Farm management practices associated with influenza A virus contamination of people working in Midwestern United States swine farms
Cautions · 0413.6% of this theme group
Research emphasizes that ecosystem resilience can be compromised by intensive farming methods.
Ecology (2) · Food security (2) · Agriculture (3)
Who is resilient in Africa’s Green Revolution? Sustainable intensification and Climate Smart Agriculture in Rwanda
Farm management, not soil microbial diversity, controls nutrient loss from smallholder tropical agriculture
| Year | Share index |
|---|---|
| 2022 | 1722.6 |
| 2023 | 1724.9 |
| 2024 | 1524.1 |
| 2025 | 1119.1 |
Opportunities · 0130.4% of this theme group
Opportunities focus on low‑power AI and sensor systems for real‑time field decision making.
Agriculture (53) · Precision agriculture (16) · Intrusion detection system (5) · Archaeology (5)
Smart Agriculture Revolution: Edge AI for Precision Farming on Low-Power Embedded Systems
Smart Agriculture System for Soil Analysis and Crop Suggestion using AI Techniques
| Year | Share index |
|---|---|
| 2022 | 369.9 |
| 2023 | 372.1 |
| 2024 | 472.5 |
| 2025 | 393.8 |
Opportunities · 0217.6% of this theme group
Papers explore integrating trees and conservation tillage to mitigate climate impacts.
Climate change (18) · Agriculture (46) · Agroforestry (13) · Tillage (7)
Adapting agriculture to climate change: institutional determinants of adoption of climate-smart agriculture among smallholder farmers in Ken
Climate-smart agriculture: Greenhouse gas mitigation in climate-smart villages of Ghana
| Year | Share index |
|---|---|
| 2022 | 2223.0 |
| 2023 | 2259.9 |
| 2024 | 2327.9 |
| 2025 | 2386.7 |
Opportunities · 0317.6% of this theme group
Research highlights advances in robot navigation and multi‑purpose field tasks.
Robot (36) · Mobile robot (7) · Robotics (8) · Agriculture (25)
Vision‐based Obstacle Detection and Navigation for an Agricultural Robot
Smart Multipurpose Agricultural Robot
| Year | Share index |
|---|---|
| 2022 | 827.0 |
| 2023 | 847.9 |
| 2024 | 840.1 |
| 2025 | 849.0 |
Opportunities · 0416.3% of this theme group
Studies present cloud‑based platforms and wireless sensors for continuous crop and soil surveillance.
Internet of Things (27) · Agriculture (35) · Cloud computing (10) · Wireless (6)
Smart Agriculture Based on IoT and Cloud Computing
Internet of Things (IoT)-Enabled Machine Learning Models for Efficient Monitoring of Smart Agriculture
| Year | Share index |
|---|---|
| 2022 | 1136.6 |
| 2023 | 1111.1 |
| 2024 | 1090.0 |
| 2025 | 1158.5 |
Opportunities · 059.3% of this theme group
Evidence shows poverty reduction and welfare improvements when farmers adopt modern equipment.
Agricultural economics (8) · Agriculture (23) · Welfare (3) · Agricultural machinery (3)
Poverty Reduction Effects of Agricultural Technology Adoption: A Micro-evidence from Rural Tanzania
Subsidies for Agricultural Technology Adoption: Evidence from a Randomized Experiment with Improved Grain Storage Bags in Uganda
| Year | Share index |
|---|---|
| 2022 | 399.5 |
| 2023 | 382.4 |
| 2024 | 359.2 |
| 2025 | 243.2 |
Opportunities · 068.7% of this theme group
Research identifies tools to predict contamination and protect pollinator health on farms.
Herd (3) · Flock (3) · Biosecurity (3) · Pollinator (3)
Farm Management, Environment, and Weather Factors Jointly Affect the Probability of Spinach Contamination by Generic Escherichia coli at the
Using farm management practices to predict Campylobacter prevalence in pastured poultry farms
| Year | Share index |
|---|---|
| 2022 | 18.3 |
| 2023 | 18.0 |
| 2024 | 12.9 |
| 2025 | 14.8 |
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 35.9% | 36.7% |
| Problem-identifying | 19.8% | 9.6% |
| Descriptive | 16.9% | 17.4% |
| Breakthrough | 15.8% | 26.5% |
| Cautionary | 7.2% | 4.6% |
| Comparative | 2.9% | 4.0% |
| Critical | 1.5% | 1.1% |
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 |
|---|---|---|---|---|
| Privacy & surveillanceThe State and Future of Smart Agriculture: Insights from mining social media | 6 | 1.01% | 2 (33.3%) | 1.19% |
| Labour & data workThe Impact of India’s Rural Employment Guarantee on Demand for Agricultural Technology | 5 | 0.84% | 2 (40.0%) | 0.21% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.12% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Hardware, e-waste & supply chain | 0 | 0.0% | 0 (%) | 0.04% |
| Safety & misuse | 0 | 0.0% | 0 (%) | 0.0% |
| Bias & fairness | 0 | 0.0% | 0 (%) | 0.04% |
| Concentration of compute power | 0 | 0.0% | 0 (%) | 0.01% |
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 New York City’s newsflow with the food and agriculture 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 |
|---|---|---|---|---|---|
| E-commerce & quick delivery ↗Channel Shift | 50.0 | 0.0 | +50.0 | +31.7% | |
| Inflation & spending pressure ↗Spending Pressure | 50.0 | 50.0 | +0.0 | +9.3% | |
| Layoffs & income shocks ↗Spending Pressure | 50.0 | 100.0 | -50.0 | +20.6% |
Showing all 3 signals. Select a family for its history and mapped categories.
All 12 city readings for these demand families in the comparison geography. New York City is highlighted.
Each city’s reading is a share of its own coverage. Rows cover all of the United States for this page's signal families; New York City is marked.
Layoffs & income shocks · E-commerce & quick delivery · Inflation & spending pressure
Layoffs & income shocks · Inflation & spending pressure · E-commerce & quick delivery
Inflation & spending pressure · Layoffs & income shocks
Inflation & spending pressure · Layoffs & income shocks · E-commerce & quick delivery
Inflation & spending pressure · Layoffs & income shocks · E-commerce & quick delivery
Layoffs & income shocks · Inflation & spending pressure · E-commerce & quick delivery
Layoffs & income shocks · Inflation & spending pressure · E-commerce & quick delivery
Layoffs & income shocks · Inflation & spending pressure · E-commerce & quick delivery
Layoffs & income shocks · Inflation & spending pressure · E-commerce & quick delivery
Inflation & spending pressure · Layoffs & income shocks · E-commerce & quick delivery
Layoffs & income shocks · Inflation & spending pressure · E-commerce & quick delivery
Layoffs & income shocks · E-commerce & quick delivery · Inflation & spending pressure
Online and quick-commerce adoption can migrate spend across channels faster than networks adapt.
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 | 13 | 1.64 |
| 2024Q4 | 10 | 1.21 |
| 2025Q1 | 20 | 2.0 |
| 2025Q2 | 26 | 2.98 |
| 2025Q3 | 42 | 1.71 |
| 2025Q4 | 30 | 3.6 |
| 2026Q1 | 24 | 2.7 |
Sustained price pressure can shift spending toward value formats.
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 | 241 | 30.31 |
| 2024Q4 | 213 | 25.7 |
| 2025Q1 | 352 | 35.13 |
| 2025Q2 | 563 | 64.58 |
| 2025Q3 | 766 | 31.1 |
| 2025Q4 | 424 | 50.89 |
| 2026Q1 | 419 | 47.14 |
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 | 123 | 15.47 |
| 2024Q4 | 163 | 19.67 |
| 2025Q1 | 197 | 19.66 |
| 2025Q2 | 126 | 14.45 |
| 2025Q3 | 394 | 16.0 |
| 2025Q4 | 283 | 33.97 |
| 2026Q1 | 179 | 20.14 |
New York City food and agriculture coverage
Renewable Agriculture and Food Systems
45 citations in the snapshot
Journal of Urban Ecology
37 citations in the snapshot
Health Promotion Practice
8 citations in the snapshot
Annals of the New York Academy of Sciences
8 citations in the snapshot
the United States coverage of this page's demand families
| Keyword | Recent articles | Prior articles | Share change |
|---|---|---|---|
| equatorial pacific anomalies | 139 | 43 | 298.4% |
| heavy snow warning | 70 | 27 | 219.5% |
| supply and demand | 48 | 20 | 195.8% |
| anthropogenic warming | 49 | 21 | 187.6% |
| greenhouse gas weather impact | 145 | 65 | 174.9% |
| nutrient management plan | 67 | 34 | 142.9% |
Share changes describe coverage in the stated comparison periods, not search demand or market size.
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: 31 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 ↗