UserTesting vs Shopify

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

Shopify leads in AI visibility (86 vs 45)
UserTesting logo

UserTesting

ChallengerProduct Management

User Research

Human insight platform for unmoderated video user research; 2M+ panelist access enabling same-day prototype and website testing for Apple and Salesforce competing with Maze and Hotjar.

AI VisibilityBeta
Overall Score
C45
Category Rank
#1 of 2
AI Consensus
70%
Trend
down
Per Platform
ChatGPT
39
Perplexity
50
Gemini
49

About

UserTesting is a human insight platform providing on-demand access to targeted panelists who record their screen and voice while completing tasks on websites, apps, and prototypes — enabling product, UX, marketing, and research teams to watch real users navigate their products and hear authentic reactions within hours rather than weeks. Listed on NYSE (NYSE: USER) before being acquired by Thoma Bravo private equity in 2023 for approximately $1.3 billion, UserTesting is headquartered in San Francisco and serves thousands of companies including Apple, Salesforce, Microsoft, and Walmart for rapid user research.\n\nUserTesting's platform enables teams to recruit from a panel of over 2 million contributors globally, filtered by demographic characteristics, and have them complete structured tasks while recording their screen, voice, and facial expressions. Researchers receive video clips sorted by predefined test metrics within hours, rather than waiting weeks to schedule in-person usability studies. Machine learning tools analyze videos to identify emotional reactions, sentiment, and task completion rates across participants.\n\nIn 2025, UserTesting competes in the user research and experience insight market against Maze (prototype testing), Lookback (live user interview platform), Hotjar (behavioral analytics), and Medallia (enterprise experience management). The user research market has consolidated as companies invest in continuous discovery practices rather than periodic research sprints. UserTesting's acquisition by Thoma Bravo and combination with UserZoom (another Thoma Bravo portfolio company) created a more comprehensive research platform covering both unmoderated video testing and moderated live interview capabilities. The 2025 strategy focuses on the combined UserTesting-UserZoom platform, expanding AI-powered insight synthesis from video research, and growing enterprise adoption of continuous research practices.

Full profile
Shopify logo

Shopify

LeaderE-commerce

E-commerce Platform

NYSE: SHOP e-commerce platform at $8.88B FY2024 revenue with $292.28B GMV across 4.82M stores; Black Friday $11.5B processing competing with WooCommerce and BigCommerce for small-to-enterprise direct-to-consumer commerce.

AI VisibilityBeta
Overall Score
A86
Category Rank
#1 of 3
AI Consensus
71%
Trend
stable
Per Platform
ChatGPT
84
Perplexity
89
Gemini
91

About

Shopify Inc. is an Ottawa, Canada-based e-commerce platform — listed on NYSE (NYSE: SHOP) — providing 4.82+ million active merchant stores of all sizes (from solo entrepreneurs to enterprise brands) with tools for online store creation, multi-channel selling (web, mobile, social, in-person), payment processing (Shopify Payments, Shop Pay), inventory management, fulfillment, and marketing analytics, generating $8.88 billion in revenue in fiscal year 2024 (+26% year-over-year) with $292.28 billion in gross merchandise volume (GMV, +24%) and 875+ million customers who have purchased from Shopify merchant stores. Founded in 2006 by Tobias Lütke, Daniel Weinand, and Scott Lake (started as a snowboard equipment store, pivoted to become the platform), Shopify has become the operating system for independent commerce — the default e-commerce infrastructure for the direct-to-consumer brand economy.

Full profile

AI Visibility Head-to-Head

45
Overall Score
86
#1
Category Rank
#1
70
AI Consensus
71
down
Trend
stable
39
ChatGPT
84
50
Perplexity
89
49
Gemini
91
51
Claude
79
44
Grok
88

Capabilities & Ecosystem

Capabilities

Only UserTesting
User Research
Only Shopify
E-commerce Platform
Shopify is classified as company.

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