Robust AI vs Amazon

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

Amazon leads in AI visibility (94 vs 24)

Robust AI

2Manufacturing & Industry

Warehouse Robotics

Robust AI makes Carter, an AI-powered collaborative warehouse robot; raised $97M; founded by Gary Marcus and Rodney Brooks; serves fulfillment centers with safe human-robot collaboration.

AI VisibilityBeta
Overall Score
D24
Category Rank
#1 of 2
AI Consensus
52%
Trend
up
Per Platform
ChatGPT
25
Perplexity
20
Gemini
35

About

Robust AI is a San Jose-based robotics company founded in 2019 by cognitive scientist Gary Marcus and legendary roboticist Rodney Brooks (creator of the Roomba and iRobot). The company's mission is to build safe, collaborative industrial robots that can work alongside human workers without safety cages. Robust AI has raised approximately $97 million in funding from investors including Playground Global and others, and has developed Carter — a collaborative autonomous mobile robot (AMR) designed for warehouse and fulfillment center environments.

Full profile

Amazon

LeaderConsumer Retail

E-commerce

Amazon (AMZN) reported $638B revenue in FY2024, up 11% YoY. AWS revenue $105.3B (+19%). Market cap ~$2.2T. 1.5M+ employees. Seattle, WA. AWS is world's largest cloud provider. Bedrock AI platform, custom Trainium chips.

AI VisibilityBeta
Overall Score
A94
Category Rank
#1 of 1
AI Consensus
75%
Trend
stable
Per Platform
ChatGPT
89
Perplexity
96
Gemini
99

About

Amazon was founded in 1994 by Jeff Bezos in Bellevue, Washington as an online bookstore operating from a garage, with the stated ambition of becoming "the everything store" — a long-term vision that proved accurate well beyond what even early investors anticipated. Bezos's founding philosophy centered on customer obsession, long-term thinking, and a willingness to invest in infrastructure years before it would generate returns. The company went public in 1997 and systematically expanded from books into electronics, then general merchandise, then marketplace third-party selling, and ultimately into cloud computing, digital media, devices, logistics, and healthcare. Amazon Web Services, launched in 2006, was a consequence of the internal infrastructure Amazon had built to scale its retail operations — and became the company's most profitable business.\n\nAmazon operates one of the most complex multi-business enterprises in corporate history. Amazon.com and its marketplace of 2+ million third-party sellers represent the world's largest e-commerce platform. AWS serves as the cloud infrastructure backbone for a substantial portion of the global internet, generating $105.3 billion in revenue in FY2024. Amazon Prime, with hundreds of millions of members globally, bundles shipping benefits, streaming video, music, gaming, and pharmacy services into a loyalty flywheel that increases purchase frequency and customer lifetime value. Additional major business lines include Alexa and Echo devices, Kindle and digital content, Amazon Advertising (a $56B+ revenue business), Whole Foods, Amazon Pharmacy, and Amazon Logistics.\n\nAmazon reported FY2024 revenue of $638 billion, up 11% year over year, with a market capitalization of approximately $2.2 trillion — making it one of the five most valuable companies globally. The company employs 1.5 million+ people worldwide, making it one of the largest private employers on earth. Andy Jassy, who built AWS from its founding and succeeded Bezos as CEO in 2021, has focused Amazon's strategy on AWS AI infrastructure, advertising growth, and logistics efficiency as the primary drivers of long-term margin expansion.

Full profile

AI Visibility Head-to-Head

24
Overall Score
94
#1
Category Rank
#1
52
AI Consensus
75
up
Trend
stable
25
ChatGPT
89
20
Perplexity
96
35
Gemini
99
16
Claude
94
32
Grok
99

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