across ChatGPT, Claude, Perplexity, Google AI Overviews
ChatGPT
12.0
15/15 answered
Claude
30.0
15/15 answered
Perplexity
11.3
15/15 answered
Google AI Overviews
30.8
12/15 answered
AI Overview appeared on 12/15 searches
Share of voice
Shopify50%Seen in 81% of answers · cited 50%
Snipcart (you)19%Seen in 30% of answers · cited 26%
Foxy14%Seen in 21% of answers · cited 16%
Ecwid9%Seen in 19% of answers · cited 5%
Gumroad7%Seen in 14% of answers · cited 3%
Prompts you're losing
“What are the top developer-first ecommerce platforms in 2026?”0.0
“Which ecommerce cart platforms are best for selling physical products with flexible shipping and inventory management?”0.0
“What is the best shopping cart platform for selling digital products and downloadable files?”0.0
“Which developer-friendly ecommerce solutions support both physical products and digital downloads?”0.0
“What shopping cart platforms offer the best global payment support for international customers?”0.0
Every question, every engine
15 questions · 57 answers · you appear in 17 · Shopify in 46
“What are the best developer-first shopping cart platforms for adding ecommerce to an existing website?”ChatGPT: absentClaude: cited youPerplexity: named youGoogle AI Overviews: named you
“Which shopping cart tools are easiest to integrate into a custom website without rebuilding the entire site?”ChatGPT: cited youClaude: cited youPerplexity: named youGoogle AI Overviews: cited you
“Shopify vs Ecwid vs Foxy: which is best for developers adding ecommerce to a website?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: cited you
“What are the top developer-first ecommerce platforms in 2026?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: absent
“Which ecommerce cart platforms are best for selling physical products with flexible shipping and inventory management?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: no answer
“What is the best shopping cart platform for selling digital products and downloadable files?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: absent
“Which developer-friendly ecommerce solutions support both physical products and digital downloads?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: absent
“What shopping cart platforms offer the best global payment support for international customers?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: absent
“How do developer-first shopping carts handle taxes, currencies, payment methods, and international checkout?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: absent
“What are the best ecommerce platforms for creating a fully customized checkout experience?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: absent
“Which shopping cart tools provide flexible APIs, webhooks, and headless ecommerce integrations?”ChatGPT: cited youClaude: cited youPerplexity: named youGoogle AI Overviews: cited you
“Foxy vs Shopify for a highly customized checkout: which platform is better for developers?”ChatGPT: absentClaude: cited youPerplexity: absentGoogle AI Overviews: absent
“What are the best shopping cart platforms for managing inventory, shipping rules, discount codes, and promotions?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: no answer
“Gumroad vs other developer-first shopping cart platforms for selling digital products on a custom website?”ChatGPT: absentClaude: named youPerplexity: absentGoogle AI Overviews: cited you
“Which ecommerce cart platform should I choose if I want to embed checkout into any website and retain control over the customer experience?”ChatGPT: absentClaude: named youPerplexity: named youGoogle AI Overviews: no answer
Your top fixes
Publish a comparison page targeting “What are the top developer-first ecommerce platforms in 2026?”
Page outline, headings, and JSON-LD schema tuned to win this prompt. Included in the full fix plan.
Add an FAQ block answering “Which ecommerce cart platforms are best for selling physical products with flexible shipping and inventory management?”
Copy-ready FAQ with FAQPage JSON-LD markup. Included in the full fix plan.
Ship an llms.txt so AI engines describe Snipcart accurately
A generated llms.txt tailored to your product and use cases. Included in the full fix plan.