Vantage research · November 2026 · Ecommerce

What AI cites for “best marketplace software”

ChatGPT cited 10 sites, Gemini cited 6 sites, Perplexity cited 9 sites. 2 sites were cited by all three.

Updated monthlyNext edition 1 December 2026

ChatGPTGeminiPerplexity dots beside a site: the other engines that cite it too

ChatGPT

10 sites · opens with a sentence · has a table · opening 5 words

  1. sharetribe.com
  2. cs-cart.com
  3. mirakl.com
  4. dokan.co
  5. arcadier.com
  6. yo-kart.com
  7. shopify.com
  8. marketplacer.com
  9. mercurjs.com
  10. prometora.com

Brands namedSharetribe, CS-Cart Multi-Vendor, Mirakl, Dokan, Arcadier, Marketplacer

Gemini

6 sites · opens with a sentence · no table · opening 25 words

  1. mercurjs.com
  2. automatum.io
  3. devopsschool.com
  4. g2.comcommunity
  5. sharetribe.com
  6. webkul.com

Brands namedSharetribe, Shopify, Bagisto, Mercur, CS-Cart Multi-Vendor, Dokan, Mirakl & Marketplacer

Perplexity

9 sites · opens with a sentence · has a table · opening 9 words

  1. mercurjs.com
  2. sharetribe.com
  3. prometora.com
  4. softwareadvice.com
  5. cs-cart.com
  6. theretailexec.com
  7. guideflow.com
  8. capterra.comcommunity
  9. omr.com

Brands namedWordPress/WooCommerce

Cited by more than one engine

  • sharetribe.com
  • mercurjs.com
  • cs-cart.com
  • prometora.com

Is your site one of them?

Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best marketplace software”, on all three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.

See the tools All results for November 2026

More Ecommerce questions

Each engine was asked once, in English, as from the United States, on 2026-11-01. Answers change from run to run, so read this as a snapshot. Download the data.