Shef vs Meta

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

Meta leads in AI visibility (92 vs 43)
Shef logo

Shef

ChallengerE-commerce

Food Marketplace

Shef is an online marketplace connecting home cooks with local food buyers, enabling licensed home chefs to sell authentic home-cooked meals in their communities. HQ: San Francisco.

AI VisibilityBeta
Overall Score
C43
Category Rank
#1 of 1
AI Consensus
70%
Trend
up
Per Platform
ChatGPT
41
Perplexity
41
Gemini
38

About

Shef is an online marketplace that connects home cooks (called "shefs") who love to cook with local customers seeking authentic, home-cooked meals from diverse cuisines. Founded in 2019, the platform enables licensed home-based food entrepreneurs to sell their cooking commercially — capitalizing on cottage food and home kitchen laws that have been expanded in states like California, New York, and others to permit home food sales. Shef provides the marketplace infrastructure, payment processing, and food safety framework that allows home cooks to build small food businesses without restaurant or commercial kitchen overhead.

Full profile
Meta logo

Meta

LeaderConsumer Technology

LLM Platform

Llama 4 open-source model (Scout, Maverick, Behemoth) released March 2026; Meta AI assistant deployed to 700M+ users across WhatsApp, Instagram, Facebook. FAIR research driving multimodal AI advances; $35B AI capex in 2025.

AI VisibilityBeta
Overall Score
A92
Category Rank
#7 of 8
AI Consensus
62%
Trend
up
Per Platform
ChatGPT
90
Perplexity
92
Gemini
83

About

Meta Platforms is a Menlo Park, California-based technology conglomerate operating the world's most widely used social media ecosystem — Facebook (3+ billion monthly active users), Instagram (2+ billion MAU), WhatsApp (2.8+ billion MAU), and Threads (launched 2023) — while investing heavily in virtual reality hardware (Meta Quest), augmented reality glasses (Meta Ray-Ban, Orion AR glasses in development), and AI research (Llama open-source model family). Listed on NASDAQ (NASDAQ: META), Meta generated $164.5 billion in revenue in fiscal year 2024 and employs approximately 74,000 people globally.

Full profile

AI Visibility Head-to-Head

43
Overall Score
92
#1
Category Rank
#7
70
AI Consensus
62
up
Trend
up
41
ChatGPT
90
41
Perplexity
92
38
Gemini
83
38
Claude
97
50
Grok
99

Capabilities & Ecosystem

Capabilities

Only Shef
Food Marketplace
Only Meta
LLM Platform

Integrations

Meta is classified as company.

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