C.H. Robinson vs Quantinuum

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

C.H. Robinson leads in AI visibility (69 vs 33)

C.H. Robinson

ChallengerLogistics & Supply Chain

3PL/Brokerage

Eden Prairie MN freight broker and 3PL (NASDAQ: CHRW) at $17.7B 2024 revenue; €1.4B European divestiture to sennder, AI LTL classification agent Jun 2025, and Navisphere TMS serving 200,000 companies competing with Echo for freight brokerage.

AI VisibilityBeta
Overall Score
B69
Category Rank
#1 of 1
AI Consensus
57%
Trend
stable
Per Platform
ChatGPT
66
Perplexity
64
Gemini
67

About

C.H. Robinson Worldwide, Inc. is an Eden Prairie, Minnesota-based third-party logistics (3PL) company and freight broker — publicly traded on NASDAQ (NASDAQ: CHRW) as an S&P 500 component — managing $23 billion in freight annually for over 100,000 customers worldwide with 15,000+ employees across 300+ offices in North America, Europe, Asia, and South America. In fiscal year 2024, C.H. Robinson reported revenues of $17.7 billion and divested its European Surface Transportation operations to sennder for €1.4 billion, refocusing on North American truckload, LTL, air, intermodal, and ocean freight brokerage and its global forwarding business. CEO Dave Bozeman (appointed June 2023) has accelerated digital transformation including the November 2024 launch of Managed Solutions (integrating 3PL, 4PL, and TMS technology) and the June 2025 launch of an AI agent for LTL freight classification. The Navisphere global TMS platform is used by nearly 200,000 companies. Founded in 1905 as a produce brokerage by Charles Henry Robinson, the company went public in 1997.

Full profile

Quantinuum

EmergingTechnology

General

Cambridge/Colorado trapped-ion quantum computing (Honeywell majority; $625M+/$5B valuation Jun 2024); Helios Nov 2025 at 98 physical/48 logical qubits with 99.9975% fidelity serving Amgen/BMW/JPMorgan competing with IBM Quantum.

AI VisibilityBeta
Overall Score
D33
Category Rank
#533 of 1167
AI Consensus
61%
Trend
stable
Per Platform
ChatGPT
43
Perplexity
38
Gemini
29

About

Quantinuum is a Cambridge, UK and Broomfield, Colorado-based integrated quantum computing company — majority owned by Honeywell (NASDAQ: HON) with $625+ million in total funding including a $300 million round led by JPMorgan Chase at a $5 billion valuation in June 2024 — operating the world's most accurate commercial quantum computers using trapped-ion technology combined with quantum software from Cambridge Quantum. In November 2025, Quantinuum launched Helios, its third-generation quantum computer featuring 98 physical qubits and 48 logical error-corrected qubits with 99.9975% single-qubit gate fidelity and 99.921% two-qubit gate fidelity — the highest-accuracy general-purpose commercial quantum computer commercially available. Serving enterprise customers including Amgen (drug discovery), BMW Group (materials simulation), JPMorgan Chase (financial optimization), and SoftBank Corp. (AI acceleration), Quantinuum was formed in November 2021 through the merger of Honeywell Quantum Solutions and Cambridge Quantum Computing. CEO Ilyas Khan.

Full profile

AI Visibility Head-to-Head

69
Overall Score
33
#1
Category Rank
#533
57
AI Consensus
61
stable
Trend
stable
66
ChatGPT
43
64
Perplexity
38
67
Gemini
29
80
Claude
31
62
Grok
28

Track AI Visibility in Real Time

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