Cambio vs Grok

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

Grok leads in AI visibility (49 vs 32)
Cambio logo

Cambio

EmergingReal Estate Tech

AI Building Performance & Decarbonization

AI-native CRE operations platform for building performance and decarbonization. $18M Series A at $100M valuation (Jan 2026). YC S22. Operates in 35+ countries.

AI VisibilityBeta
Overall Score
D32
Category Rank
#1 of 1
AI Consensus
78%
Trend
up
Per Platform
ChatGPT
37
Perplexity
32
Gemini
31

About

Cambio is a Y Combinator Summer 2022 company founded to help commercial real estate owners and operators reduce energy consumption, meet decarbonization mandates, and improve building performance through AI-native software. The company was built on the recognition that commercial buildings represent approximately 40% of US energy consumption and that most building owners lack the data infrastructure, engineering expertise, and operational systems needed to achieve their sustainability goals at scale. Cambio's platform bridges this gap by combining AI-driven analytics, automated controls, and managed services into an integrated building operations solution.\n\nCambio's platform ingests data from building management systems, utility meters, weather feeds, and occupancy sensors to create a continuous performance model for each building under management. The AI identifies energy waste, predicts equipment failures, optimizes HVAC scheduling for comfort and efficiency, and generates carbon accounting reports required for regulatory compliance and ESG disclosures. Cambio operates in more than 35 cities and serves commercial landlords, real estate investment trusts, and property managers who face growing pressure from tenants, investors, and municipal regulations to demonstrate measurable progress on building decarbonization.\n\nCambio raised a $18 million Series A at a $100 million valuation in January 2026, reflecting investor conviction in the commercial real estate sustainability software category. The round enables geographic expansion and deeper product development as building performance standards tighten in major US markets. The company competes in the building intelligence space alongside Turntide, Gridium, and Measurabl, but differentiates through its AI-native architecture, managed service model, and focus on the full decarbonization stack rather than point solutions. As energy costs rise and regulatory pressure intensifies, Cambio's integrated platform positions it as a strategic operating partner for CRE owners.

Full profile
Grok logo

Grok

ChallengerAI & Machine Learning

AI Assistant

AI assistant by xAI (Elon Musk); Grok 3 topped reasoning benchmarks in Feb 2025; 1M+ paying subscribers in week one; real-time X post access; distributed via X Premium; xAI valued at $24B.

AI VisibilityBeta
Overall Score
C49
Category Rank
#4 of 4
AI Consensus
59%
Trend
up
Per Platform
ChatGPT
43
Perplexity
49
Gemini
51

About

Grok is the AI assistant developed by xAI, Elon Musk's AI company founded in 2023, and distributed primarily through X (formerly Twitter). Grok launched in November 2023 as an X Premium perk, with the notable differentiator of real-time access to X posts and a less restricted, more direct conversational style. Grok 3, released in February 2025, achieved top scores on the AIME math reasoning benchmark and ARC-AGI test, briefly positioning xAI as a frontier model lab.

Full profile

AI Visibility Head-to-Head

32
Overall Score
49
#1
Category Rank
#4
78
AI Consensus
59
up
Trend
up
37
ChatGPT
43
32
Perplexity
49
31
Gemini
51
38
Claude
42
30
Grok
59

Key Details

Category
AI Building Performance & Decarbonization
AI Assistant
Tier
Emerging
Challenger
Entity Type
brand
product

Capabilities & Ecosystem

Capabilities

Only Cambio
AI Building Performance & Decarbonization
Only Grok
AI Assistant
Grok is classified as product (part of xAI).

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