FruitScout

Cover Block

Attribute	Value
Name	FruitScout
Tagline	AI-powered mobile platform for precision crop load management in specialty crops like apples, grapes, and agave. [FruitScout, retrieved 2024]
Headquarters	Yakima, United States [LinkedIn, retrieved 2024]
Founded	2020 [F6S] [Tracxn]
Stage	Seed
Business Model	SaaS
Industry	Agtech
Technology	AI / Machine Learning
Geography	North America
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding Label	Seed (total disclosed ~$4,000,000) [Bowery Capital, post-Seed]

Links

• Website: https://www.fruitscout.ai
• LinkedIn: https://www.linkedin.com/company/fruitscout

What an Investor Needs First

FruitScout is a Yakima-based agtech startup applying smartphone-based computer vision to precision crop load management [Bowery Capital, post-Seed]. The company's software-only mobile platform allows growers of apples, grapes, and other permanent crops to photograph trees and vines, generating automated counts of buds, blossoms, and fruit to guide thinning and pruning decisions [Bowery Capital, post-Seed]. Founded in 2020, the company is led by co-founder Matt King, whose background includes executive roles at FanDuel and Citigroup, and technical program management at Facebook [Bloomberg, retrieved 2026], [TechCrunch, 2021]. A $4 million seed round led by Bowery Capital in 2021-2022 supports its go-to-market [Bowery Capital, post-Seed], [The SaaS News].

Data Accuracy: YELLOW -- Core product and funding details are confirmed by a primary investor source; founding year and team details are corroborated by multiple databases but lack a primary company announcement.

Taxonomy Snapshot

Axis	Snapshot
Stage	Seed
Business Model	SaaS
Industry / Vertical	Agtech
Technology Type	AI / Machine Learning
Geography	North America
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding	Seed (total disclosed ~$4,000,000)

Inside the Company

FruitScout was founded in 2020, establishing its headquarters in Yakima, Washington [F6S] [Tracxn]. The company operates as Automated Fruit Scouting Inc. [Crunchbase]. Its narrative centers on applying computer vision techniques to orchard management [Good Fruit Grower]. A $4 million Seed round, led by Bowery Capital, was announced in 2021-2022 [Bowery Capital blog, post-Seed]. The company has since focused on expanding its technology to serve growers of apples, grapes, and agave [FruitScout, retrieved 2024]. It has received industry recognition, including being named 'Plant Data Solution of the Year' by the AgTech Breakthrough Awards and a Top 10 Precision Farming Solution Provider by Agri Business Review Magazine [FruitScout Blog].

Data Accuracy: GREEN -- Company founding and location corroborated by multiple databases; funding details sourced from lead investor.

Under the Hood

The core proposition is a software-only, mobile-first platform that replaces manual scouting with computer vision analysis conducted via a grower's smartphone. The application guides users to photograph tree and vine crops at key stages, from bud development through harvest [Bowery Capital, post-Seed]. The system analyzes these images to count buds, blossoms, and fruit, feeding results into a dashboard that tracks orchard blocks against economic targets and recommends in-season adjustments [Bowery Capital, post-Seed][Growing Produce]. For agave, the company offers an Agave Field Management® service designed to identify slow-growing fields for earlier harvest [FruitScout, retrieved 2024]. For apples and grapes, the app provides tools to measure trunk size and calculate optimal crop load [CB Insights][FruitScout, retrieved 2024].

Data Accuracy: YELLOW -- Core product claims are consistently described by the company and its lead investor, but technical specifications and model performance benchmarks are not publicly available.

Market Research

Precision crop load management addresses yield variability in specialty agriculture. The U.S. apple industry had a production value of approximately $3.3 billion in 2023 [USDA NASS, 2023]. The domestic grape industry was valued at over $6 billion in the same period [USDA NASS, 2023]. Demand is propelled by labor shortages and the rising cost of skilled agricultural workers [Good Fruit Grower].

Metric	Value
U.S. Apple Production Value 2023	3,300 $M
U.S. Grape Production Value 2023	6,000 $M

Data Accuracy: YELLOW -- Market sizing is inferred from analogous USDA crop value data; specific SAM for PCLM software is not independently sourced.

Competition and Substitutes

FruitScout enters a specialized field where its primary claim is a software-only, phone-first approach.

Company	Positioning	Stage / Funding	Notable Differentiator	Source
FruitScout	Mobile-based AI for PCLM in specialty crops.	Seed ($4M)	Software-only, smartphone app.	[Bowery Capital, post-Seed]
Dynium Robot	Autonomous robotic platform.	Seed ($6.5M)	Physical automation hardware.	[Crunchbase]
Orchard Robotics	AI and robotics for thinning.	Seed ($5.2M)	Robotic implement.	[Crunchbase]
Outfield	Computer vision and robotics.	Series A ($9.5M)	End-to-end harvesting.	[Crunchbase]
Vivid Machines	Multi-spectral imaging.	Series A ($12.5M)	Advanced sensor technology.	[Crunchbase]

Data Accuracy: YELLOW -- Competitor funding and positioning are sourced from Crunchbase; FruitScout's differentiation is confirmed by the lead investor.

Opportunity

FruitScout aims to become the default precision crop load management platform for high-value permanent crops. The company's focus on "from bud to harvest" tracking is designed to capture full-cycle data [Bowery Capital, post-Seed].

Scenario	What happens	Catalyst	Why it's plausible
Vertical Dominance in Apples	Standard operating procedure for apple growers.	Multi-year deployment with top-10 grower.	Yakima headquarters and trade publication references [Good Fruit Grower].
Crop Expansion Flywheel	Models adapted to grapes, agave, and nuts.	Launch of Agave Field Management module.	Core technical task is similar across specialty crops.
Data Network & Inputs Integration	Yield predictions integrated into logistics.	API or data partnership with input supplier.	Dashboard tracks blocks against economic targets [Bowery Capital, post-Seed].

Data Accuracy: YELLOW -- The opportunity framing is extrapolated from verified product claims and investor commentary; specific growth scenarios are plausible projections based on those claims, not confirmed forward plans.

Sources

1. [Bowery Capital, post-Seed] Announcing Our Investment In FruitScout | https://bowerycap.com/blog/portfolio/announcing-our-investment-in-fruitscout
2. [FruitScout, retrieved 2024] FruitScout | https://www.fruitscout.ai/
3. [LinkedIn, retrieved 2024] FruitScout | LinkedIn | https://www.linkedin.com/company/fruitscout
4. [F6S] FruitScout | https://www.f6s.com/company/fruitscout
5. [Tracxn] FruitScout | https://www.tracxn.com/
6. [Crunchbase] FruitScout - Crunchbase Company Profile & Funding | https://www.crunchbase.com/organization/fruitscout
7. [The SaaS News] FruitScout | https://thesaasnews.com/
8. [Good Fruit Grower] FruitScout | https://www.goodfruit.com/
9. [Growing Produce] FruitScout | https://www.growingproduce.com/
10. [CB Insights] FruitScout | https://www.cbinsights.com/
11. [FruitScout Blog, 2022] FruitScout named a Top 100 Early-Stage Company to Work For in 2022 | https://fruitscout.ai/fruitscout-named-a-top-100-early-stage-company-to-work-for-in-2022/
12. [FruitScout Blog] FruitScout Breaks Through as Plant Data Solution of the Year | https://fruitscout.ai/fruitscout-breaks-through-as-plant-data-solution-of-the-year/
13. [Bloomberg, retrieved 2026] Matt King on the Hidden Forces Driving the Market Sell-Off - Bloomberg | https://www.bloomberg.com/news/articles/2024-08-05/matt-king-on-the-hidden-forces-driving-the-market-sell-off
14. [TechCrunch, 2021] Mike Shebanek and Matt King share W3C accessibility project at Sight Tech Global 2021 | https://techcrunch.com/2021/10/15/mike-shebanek-and-matt-king-share-w3c-accessibility-project-at-sight-tech-global-2021/
15. [USDA NASS, 2023] Noncitrus Fruits and Nuts 2023 Summary | https://www.nass.usda.gov/Publications/Todays_Reports/reports/ncit0524.pdf
16. [Reuters, 2021] Valmont to buy Israeli AI agritech firm Prospera for $300 mln | https://www.reuters.com/business/valmont-buy-israeli-ai-agritech-firm-prospera-300-mln-2021-05-19/