Redo vs IBM

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

IBM leads in AI visibility (80 vs 43)
Redo logo

Redo

EmergingE-commerce Operations & Retail Tech

Post-Purchase Experience

Utah post-purchase platform with a bundled coverage model; customers pay a checkout fee to unlock free returns, warranty, and package protection, self-funding merchant post-purchase costs.

AI VisibilityBeta
Overall Score
C43
Category Rank
#3 of 4
AI Consensus
64%
Trend
up
Per Platform
ChatGPT
38
Perplexity
47
Gemini
51

About

Redo was founded in Pleasant Grove, Utah to bring a novel pricing model to the post-purchase experience category: instead of charging merchants per return or per shipment, Redo offers a bundled coverage product that merchants sell to customers at checkout as an optional add-on. Customers pay a small fee to unlock free returns, warranty protection, and package protection on their order, while Redo collects those fees and pays for the cost of returns and claims, creating a self-funding post-purchase operations model for the merchant.\n\nThe Redo platform handles the operational layer behind this coverage model, providing self-service returns portals, automated exchange workflows, warranty claim management, and package protection claims processing. For merchants, the value proposition is a meaningful reduction in net return costs if claim rates are lower than expected, and a fully funded returns operation if take rates on the coverage add-on are high enough to cover processing costs entirely.\n\nRedo targets Shopify-native DTC brands that are looking for an alternative to traditional returns management platforms, particularly those with higher average order values and product categories where warranty and package protection are credible value-adds to customers. The company competes against Loop Returns and AfterShip Returns in the returns management category while occupying a distinct business model niche with its customer-funded coverage approach.

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

43
Overall Score
80
#3
Category Rank
#56
64
AI Consensus
67
up
Trend
up
38
ChatGPT
74
47
Perplexity
71
51
Gemini
84
52
Claude
74
42
Grok
81

Capabilities & Ecosystem

Capabilities

Only Redo
Post-Purchase Experience
IBM is classified as company.

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