Writer vs IBM

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

IBM leads in AI visibility (80 vs 70)
Writer logo

Writer

ChallengerAI & Machine Learning

Enterprise AI & Content Generation

Enterprise AI platform with proprietary Palmyra LLMs. $1.9B valuation. $369M raised. Agentic AI workflows for Fortune 500. Founded 2020, SF. 2,400+ employees.

AI VisibilityBeta
Overall Score
B70
Category Rank
#1 of 1
AI Consensus
65%
Trend
up
Per Platform
ChatGPT
72
Perplexity
75
Gemini
61

About

Writer was founded in 2020 in San Francisco by May Habib and Waseem AlShikh with a mission to bring the transformative potential of generative AI to the enterprise in a way that is accurate, controllable, and deeply integrated with how large organizations actually work. Unlike AI companies that rely on third-party foundation models, Writer developed its own proprietary large language model family called Palmyra, purpose-built for enterprise use cases with a focus on factual accuracy, compliance, and customizability. This model ownership gives Writer a differentiated ability to fine-tune, audit, and optimize AI behavior in ways that API-dependent competitors cannot match.\n\nWriter's platform delivers agentic AI workflows that automate complex, multi-step business processes across functions including marketing, legal, HR, finance, and operations. Fortune 500 companies deploy Writer to build AI applications that generate on-brand content, analyze documents, synthesize information from internal knowledge bases, and execute multi-step workflows with minimal human intervention. The platform includes an enterprise knowledge graph, a no-code AI application builder, and deep integrations with enterprise systems including Salesforce, Workday, and ServiceNow. Writer's agentic architecture allows AI to operate across interconnected tasks — drafting, reviewing, routing, and publishing — rather than just responding to individual prompts.\n\nWriter has raised $369 million in funding and carries a $1.9 billion valuation, with a team of over 2,400 employees supporting rapid enterprise expansion. The company's focus on proprietary models, enterprise-grade security, and workflow automation distinguishes it from both consumer AI tools and infrastructure-only AI providers. As enterprises move beyond AI pilots into production-scale deployments, Writer is positioned as one of the leading full-stack enterprise AI platforms in the market.

Full profile
IBM logo

IBM

LeaderEnterprise Software

General

Armonk NY hybrid cloud and enterprise AI (NYSE: IBM) at $62.8B revenue; $6B+ generative AI bookings, record $12.7B free cash flow 2024, DataStax acquisition for watsonx vector database competing with Microsoft Azure for enterprise AI.

AI VisibilityBeta
Overall Score
A80
Category Rank
#56 of 1158
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
74
Perplexity
71
Gemini
84

About

International Business Machines Corporation (IBM) is an Armonk, New York-based global technology and consulting company — publicly traded on the New York Stock Exchange (NYSE: IBM) as an S&P 500 component — providing hybrid cloud infrastructure, artificial intelligence software, and enterprise IT consulting through approximately 270,300 employees in 170 countries with $62.8 billion in annual revenue. Founded on June 16, 1911, as Computing-Tabulating-Recording Company through a merger orchestrated by financier Charles Ranlett Flint, renamed IBM in 1924 under Thomas Watson Sr., IBM has undergone multiple strategic transformations over its 110+ year history: building the System/360 mainframe platform (1964), launching the IBM PC (1981), selling the PC division to Lenovo (2005, $1.75B), and completing the $34 billion Red Hat acquisition (2019) that repositioned IBM as a hybrid cloud platform company. CEO Arvind Krishna (appointed April 2020) has focused IBM's strategy on three areas: hybrid cloud (powered by Red Hat OpenShift, the enterprise Kubernetes platform), AI (the watsonx platform for enterprise AI model development and deployment), and enterprise consulting. Under Krishna, IBM recorded $12.7 billion in free cash flow in 2024 (a company record), surpassed $6 billion in generative AI bookings since June 2023, and saw the stock price double — trading at all-time highs through 2024-2025. IBM announced the DataStax acquisition in 2025 to deepen watsonx's data layer with AstraDB (vector database for AI applications), DataStax Enterprise (Apache Cassandra), and Langflow (low-code AI agent development).

Full profile

AI Visibility Head-to-Head

70
Overall Score
80
#1
Category Rank
#56
65
AI Consensus
67
up
Trend
up
72
ChatGPT
74
75
Perplexity
71
61
Gemini
84
69
Claude
74
75
Grok
81

Capabilities & Ecosystem

Capabilities

Only Writer
Enterprise AI & Content Generation
IBM is classified as company.

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