SigmaOS vs CropX

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

CropX leads in AI visibility (44 vs 34)
SigmaOS logo

SigmaOS

EmergingConsumer Technology

General

AI-powered productivity browser grouping tabs into project workspaces; 100K+ users with 30% premium subscription rate competing with Arc Browser for knowledge worker macOS browsing.

AI VisibilityBeta
Overall Score
D34
Category Rank
#472 of 1158
AI Consensus
65%
Trend
up
Per Platform
ChatGPT
34
Perplexity
42
Gemini
39

About

SigmaOS is a productivity-focused web browser for macOS built around a workspace organization model — grouping tabs into workspaces by project or context rather than presenting an endless horizontal tab bar, with AI-powered features for summarizing pages, writing assistance, and research workflows built directly into the browser. Founded in 2021 in London and backed by Y Combinator, SigmaOS raised $4.12 million including a $4 million seed round led by LocalGlobe, targeting knowledge workers frustrated with traditional browsers' lack of workflow organization.\n\nSigmaOS's workspace model allows users to maintain separate browser environments for different projects (work, personal, research) with isolated tab groups, custom keyboard shortcuts, and split-view browsing. The browser's AI layer (powered by integrated LLM capabilities) enables in-browser text summarization, writing assistance, and research compilation without requiring external tools. The $10/month SigmaOS premium subscription unlocks advanced AI features, with approximately 30% of the 100,000+ user base subscribing as of 2024.\n\nIn 2025, SigmaOS competes in the productivity browser market with Arc Browser (Browser Company), Vivaldi, and Brave for users seeking alternatives to Chrome and Safari. The productivity browser category has grown as knowledge workers seek better tab management and AI-integrated research tools. Arc Browser's significant growth and funding has validated consumer appetite for redesigned browser experiences. SigmaOS's 2025 strategy focuses on expanding AI-powered browsing features, growing the macOS user base through workflow-focused content marketing, and potentially launching Windows support to access the larger non-Mac professional market.

Full profile
CropX logo

CropX

ChallengerAgriculture

Soil Sensing

$3.5M annual revenue 2025; $86.1M total funding (Series C Oct 2023); deployed in 60+ countries; acquired Regen adding 130K acres; 134 employees; precision agriculture market $8.7B 2024; subscription-based model

AI VisibilityBeta
Overall Score
C44
Category Rank
#1 of 1
AI Consensus
55%
Trend
stable
Per Platform
ChatGPT
45
Perplexity
35
Gemini
53

About

CropX was founded in 2014 in Tel Aviv, Israel, with the mission of helping farmers improve crop yields and reduce resource consumption through precision agriculture technology. The company developed soil sensing hardware and analytics software that translate subsurface soil data into actionable irrigation and nutrient management recommendations, enabling farms of any size to optimize inputs based on actual field conditions rather than generalized agronomic guidelines.\n\nCropX's platform combines wireless soil sensors that measure moisture, temperature, and electrical conductivity at multiple depths with a cloud-based analytics engine that integrates weather data, satellite imagery, and farm management records. Recommendations are delivered via a mobile app, enabling farm managers to make data-driven irrigation decisions in real time. The 2023 acquisition of Regen added 130,000 acres of managed farmland to its platform and expanded its capabilities in carbon and regenerative agriculture. CropX is deployed in 60+ countries across a diverse range of crops and farm types.\n\nCropX has raised $86.1M in total funding, including a Series C in October 2023, and has grown to serve 20,000+ customers with a team of 134 employees. The company's international deployment footprint — spanning North America, Europe, Australia, and emerging agricultural markets — reflects the universal applicability of data-driven soil management. CropX sits at the intersection of precision agriculture, water conservation, and sustainable farming, three of the highest-priority investment themes in global food systems.

Full profile

AI Visibility Head-to-Head

34
Overall Score
44
#472
Category Rank
#1
65
AI Consensus
55
up
Trend
stable
34
ChatGPT
45
42
Perplexity
35
39
Gemini
53
29
Claude
52
43
Grok
42

Capabilities & Ecosystem

Capabilities

Only CropX
Soil Sensing

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