AgWorld vs Hedgehog

Side-by-side comparison of AI visibility scores, market position, and capabilities

Hedgehog leads in AI visibility (78 vs 39)
AgWorld logo

AgWorld

EmergingAgriculture

Farm Management

Perth farm management platform for farmers, agronomists, and retailers with collaborative crop planning and input tracking; Wilbur-Ellis-acquired competing with John Deere Operations Center for grain farm management.

AI VisibilityBeta
Overall Score
D39
Category Rank
#226 of 301
AI Consensus
74%
Trend
stable
Per Platform
ChatGPT
40
Perplexity
37
Gemini
34

About

AgWorld is a Perth, Western Australia-based farm management platform enabling farmers, agronomists, and agricultural retailers to collaborate on crop planning, input tracking, task management, and agronomic recommendations — providing the digital record-keeping and communication layer for Australian, US, and European grain and broadacre farming operations. Founded in 2011 and acquired by Wilbur-Ellis (US agricultural products distributor, private) in 2019, AgWorld serves thousands of farming operations and agronomists across Australia, North America, and Europe seeking to digitize agronomic records and improve crop planning collaboration.

Full profile
Hedgehog logo

Hedgehog

LeaderAgriculture

General

Automated indoor mushroom farm using AI-driven microbiome discovery at 1/3 traditional cost; $4M from YC and Haystack targeting $50B global mushroom market with distributed robotic growing.

AI VisibilityBeta
Overall Score
B78
Category Rank
#26 of 301
AI Consensus
75%
Trend
stable
Per Platform
ChatGPT
80
Perplexity
83
Gemini
73

About

Hedgehog is a San Francisco-based agtech company building automated indoor mushroom farms — using AI-powered sensing, robotic growing systems, and an AI-driven microbiome discovery platform to produce mushrooms at less than one-third the cost of traditional mushroom farming, targeting the $50 billion global mushroom industry with a distributed, automated growing model. Founded in 2022 and backed by $4 million from Y Combinator, Shared Future Fund, and Haystack, Hedgehog's 18-person team has developed technology to identify optimal microbiomes that enable fungi growth at 1,000x scale compared to conventional methods.

Full profile

AI Visibility Head-to-Head

39
Overall Score
78
#226
Category Rank
#26
74
AI Consensus
75
stable
Trend
stable
40
ChatGPT
80
37
Perplexity
83
34
Gemini
73
44
Claude
78
34
Grok
83

Key Details

Category
Farm Management
General
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only AgWorld
Farm Management

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.