Evidence.dev vs Shopify

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

Shopify leads in AI visibility (86 vs 41)

Evidence.dev

EmergingData & Analytics

Code-Based BI

Open-source BI framework for building data reports and dashboards as code using SQL and Markdown, enabling version-controlled, developer-native analytics publishing.

AI VisibilityBeta
Overall Score
C41
Category Rank
#1 of 1
AI Consensus
69%
Trend
up
Per Platform
ChatGPT
43
Perplexity
51
Gemini
43

About

Evidence.dev is an open-source business intelligence framework founded in 2021 that takes a fundamentally different approach to reporting: instead of drag-and-drop dashboards, Evidence lets data teams write reports using SQL and Markdown in a code editor, then compiles them into fast, shareable static sites. This developer-native workflow treats reports as code — version-controlled in Git, reviewed in pull requests, and deployed through CI/CD pipelines — aligning data reporting with modern software engineering practices that data engineers already follow.

Full profile

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

41
Overall Score
86
#1
Category Rank
#1
69
AI Consensus
71
up
Trend
stable
43
ChatGPT
84
51
Perplexity
89
43
Gemini
91
38
Claude
79
39
Grok
88

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