Live industry benchmark

Ecommerce platform AI visibility benchmark

How often five ecommerce platforms appear in answers to common online-store buying questions. Measured across live AI answer surfaces.

Current comparison

Brand mention visibility

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What we asked

  1. What are the best ecommerce platforms for a small business?
  2. Is Shopify or WooCommerce better for a small online store?
  3. Which ecommerce platform is easiest to use?

Surfaces: ChatGPT, Gemini, Bing Copilot, Google AI Mode, and Google AI Overviews.

How to read the benchmark

Measured answers, visible denominator.

Mention rate

Successful answers mentioning the monitored brand divided by all successful answers for that brand.

Failed runs excluded

Provider failures are not treated as brand misses. This can produce different denominators between brands.

Not recommendation share

A mention does not imply positive sentiment, recommendation rank, factual accuracy, or an owned citation.