Side-by-side comparison of AI visibility scores, market position, and capabilities
Brokerage platform for top agents; launch a boutique brand with Side's compliance, transaction management, and tech back-office; agent-first model with higher commission retention.
Side is a San Francisco-based real estate brokerage platform that enables high-performing real estate agents and teams to operate as independent boutique brokerages with their own brands, websites, and marketing while leveraging Side's enterprise-grade back-office services — compliance, transaction management, technology, and licensing infrastructure. Rather than the traditional model where top agents work under a brokerage brand and split a significant portion of commission, Side's agent-first model allows agents to present themselves under their own brands and retain more of their earnings. Side handles all the regulatory, operational, and technology overhead of running a licensed brokerage, allowing agents to focus entirely on client relationships and transaction volume. The company is particularly attractive to top producers who have built strong personal brands but lack the resources or desire to manage brokerage operations. Founded in 2017, Side raised over $300M and reached a unicorn valuation in 2021, backed by investors including Sapphire Ventures and Trinity Ventures. It competes with eXp Realty and Real in the agent empowerment brokerage model.
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.
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).
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