Toast vs Hedgehog

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

Hedgehog leads in AI visibility (78 vs 40)
Toast logo

Toast

EmergingFast Casual & QSR

General

Restaurant POS and operations platform serving 120K locations; $140B+ gross payment volume, $1.3B 2024 revenue with expansion into hotels and international markets.

AI VisibilityBeta
Overall Score
C40
Category Rank
#204 of 301
AI Consensus
73%
Trend
stable
Per Platform
ChatGPT
35
Perplexity
44
Gemini
45

About

Toast is a restaurant technology platform providing point-of-sale systems, payment processing, and operational management software purpose-built for the food and beverage industry. Founded in 2011 and headquartered in Boston, Toast went public on the NYSE in September 2021 and has grown into the dominant restaurant POS platform in the US, processing over $140 billion in gross payment volume annually. The company serves restaurants, bars, hotels, and food service businesses of all sizes from single-location spots to national chains.

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

40
Overall Score
78
#204
Category Rank
#26
73
AI Consensus
75
stable
Trend
stable
35
ChatGPT
80
44
Perplexity
83
45
Gemini
73
44
Claude
78
38
Grok
83

Key Details

Category
General
General
Tier
Emerging
Leader
Entity Type
company
brand

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