AI visibility comparison
Gumroad vs Shopify
How often ChatGPT, Claude, and Perplexity cite each brand when buyers ask which ecommerce platforms to use — a real, data-driven AI visibility comparison, not an opinion.
The verdict
Shopify is more visible to AI — cited in 100% of answers vs 0% for Gumroad
0%
Gumroad
gumroad.com
AI citation rate
ClaudeChatGPTPerplexity
AI named Salesforce in 1 question where Gumroad didn't appear.
View full scanEngine-by-engine
Whether each engine cites the brand in any answer. The citation rate above is the share of buyer questions cited across all engines.
EngineGumroadShopify
ChatGPTNot citedCited
ClaudeNot citedCited
PerplexityNot citedCited
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