Public Commerce Platforms brand benchmark

• Slug

  best-ecommerce-platform

  Text

  Which ecommerce platforms are best for launching, operating, and scaling online stores across web, mobile, social, marketplaces, and retail?

  Intent

  recommendation

• Slug

  small-business-commerce-platform

  Text

  Recommend an ecommerce platform for a small business that needs fast setup, templates, payments, shipping, marketing, and transparent pricing.

  Intent

  recommendation

• Slug

  enterprise-commerce-platform

  Text

  Which commerce platforms are strongest for a global enterprise with multiple brands, regions, currencies, catalogs, channels, and governance?

  Intent

  recommendation

• Slug

  b2b-commerce-platform

  Text

  Recommend a B2B commerce platform for company accounts, contract pricing, quotes, approvals, purchasing roles, credit, and ERP integration.

  Intent

  recommendation

• Slug

  headless-composable-commerce

  Text

  Which commerce platforms are best for API-first, headless, and composable architectures with flexible storefront and service integrations?

  Intent

  recommendation

• Slug

  commerce-platform-retail

  Text

  Recommend a commerce platform for unified online and physical retail with POS, inventory, customer profiles, fulfillment, and returns.

  Intent

  recommendation

• Slug

  commerce-platform-international

  Text

  Which ecommerce platforms are strongest for international selling with localization, currencies, tax, duties, payments, residency, and regional operations?

  Intent

  recommendation

• Slug

  commerce-ai-agents

  Text

  Which commerce platforms provide the strongest governed AI for merchandising, search, service, content, operations, and agentic purchasing?

  Intent

  recommendation

• Slug

  commerce-platform-buying-criteria

  Text

  Compare commerce platforms on storefront, catalog, checkout, payments, B2B, headless APIs, ecosystem, operations, AI, and support.

  Intent

  commercial

• Slug

  commerce-platform-pricing-tco

  Text

  How should a buyer compare commerce total cost across subscriptions, revenue fees, payments, apps, hosting, development, support, and operations?

  Intent

  commercial

• Slug

  commerce-platform-proof-of-concept

  Text

  Create a proof-of-concept scorecard for commerce platforms covering conversion, performance, merchandising, integration, operations, and administration.

  Intent

  commercial

• Slug

  commerce-ecosystem-comparison

  Text

  Compare commerce vendors on apps, agencies, developers, integrations, themes, payment partners, fulfillment partners, and ecosystem quality.

  Intent

  commercial

• Slug

  commerce-platform-lock-in

  Text

  Which criteria expose catalog, customer, checkout, app, storefront, payment, and commercial lock-in risk when choosing a commerce platform?

  Intent

  commercial

• Slug

  commerce-security-compliance

  Text

  Compare commerce platforms on PCI scope, fraud, identity, privacy, auditability, residency, uptime, recovery, and regulated-product controls.

  Intent

  commercial

• Slug

  commerce-enterprise-shortlist

  Text

  Create a shortlist of commerce vendors for a global company modernizing B2C, B2B, retail, marketplaces, and international operations.

  Intent

  commercial

• Slug

  commerce-platform-consolidation

  Text

  When should a company consolidate storefront, checkout, payments, POS, B2B, fulfillment, customer data, and marketing on one commerce platform?

  Intent

  commercial

commerce-platforms

• Provider

  openai

  Configured Model

  openai/gpt-4o-mini

• Provider

  anthropic

  Configured Model

  anthropic/claude-haiku-4-5

• Provider

  gemini

  Configured Model

  google/gemini-2.5-flash

Cost Basis

Provider-reported LLM cost returned by the existing AI Rank provider/cache layer.

Maximum Daily Billed Cost Usd

2.00

Maximum Daily Provider Calls

60

Maximum Daily Provider Attempts Including Retries

72

• This is one daily response per prompt/provider pair; model output can vary between runs.
• The fixed 16-prompt Commerce Platforms category does not estimate general market share or brand awareness.
• Presence share and citation share are relative only to the reviewed 12-brand universe; untracked brands are excluded from those denominators.
• OpenAI, Anthropic, and Google are both evaluated brands and configured model providers; no self-provider bias correction is applied.

recommendation-prompt presence descending; mention coverage, engine breadth, mention share, citation share, then entity slug

Published Evidence

answer hashes, deterministic bounded brand counts, and deduplicated URL-derived citation counts

Full Provider Answers Published

No

Full Provider Answers Stored In Public Index

No

commerce-platforms-2026-07-27

• Provider

  openai

  Board Slug

  commerce-platforms-brand-openai-visibility

  Primary Metric Slug

  public-prompt-openai-brand-recommendation-presence

• Provider

  anthropic

  Board Slug

  commerce-platforms-brand-anthropic-visibility

  Primary Metric Slug

  public-prompt-anthropic-brand-recommendation-presence

• Provider

  gemini

  Board Slug

  commerce-platforms-brand-gemini-visibility

  Primary Metric Slug

  public-prompt-gemini-brand-recommendation-presence

4

• Name

  Shopify

  Aliases

  • Shopify
  • Shopify Plus
  • Shopify Enterprise

  Entity Slug

  shopify

  Primary Domain

  shopify.com

  Citation Domains

  • shopify.com
  • help.shopify.com

  Case Sensitive Aliases

  • Shopify

• Name

  Adobe Commerce

  Aliases

  • Adobe Commerce
  • Magento Commerce

  Entity Slug

  adobe-commerce

  Primary Domain

  adobe.com

  Citation Domains

  • adobe.com
  • experienceleague.adobe.com

  Case Sensitive Aliases

• Name

  Salesforce Commerce Cloud

  Aliases

  • Salesforce Commerce Cloud
  • Commerce Cloud

  Entity Slug

  salesforce-commerce-cloud

  Primary Domain

  salesforce.com

  Citation Domains

  • salesforce.com
  • help.salesforce.com

  Case Sensitive Aliases

  • Commerce Cloud

• Name

  BigCommerce

  Aliases

  • BigCommerce
  • BigCommerce Enterprise

  Entity Slug

  bigcommerce

  Primary Domain

  bigcommerce.com

  Citation Domains

  • bigcommerce.com
  • developer.bigcommerce.com

  Case Sensitive Aliases

• Name

  WooCommerce

  Aliases

  • WooCommerce
  • Woo

  Entity Slug

  woocommerce

  Primary Domain

  woocommerce.com

  Citation Domains

  • woocommerce.com

  Case Sensitive Aliases

  • Woo

• Name

  commercetools

  Aliases

  • commercetools
  • Composable Commerce

  Entity Slug

  commercetools

  Primary Domain

  commercetools.com

  Citation Domains

  • commercetools.com
  • docs.commercetools.com

  Case Sensitive Aliases

  • commercetools
  • Composable Commerce

• Name

  VTEX

  Aliases

  • VTEX
  • VTEX Commerce Platform

  Entity Slug

  vtex

  Primary Domain

  vtex.com

  Citation Domains

  • vtex.com
  • developers.vtex.com

  Case Sensitive Aliases

• Name

  Wix eCommerce

  Aliases

  • Wix eCommerce
  • Wix Stores

  Entity Slug

  wix-ecommerce

  Primary Domain

  wix.com

  Citation Domains

  • wix.com
  • support.wix.com

  Case Sensitive Aliases

• Name

  Squarespace Commerce

  Aliases

  • Squarespace Commerce
  • Squarespace

  Entity Slug

  squarespace-commerce

  Primary Domain

  squarespace.com

  Citation Domains

  • squarespace.com
  • support.squarespace.com

  Case Sensitive Aliases

  • Squarespace

• Name

  Shopware

  Aliases

  • Shopware
  • Shopware 6

  Entity Slug

  shopware

  Primary Domain

  shopware.com

  Citation Domains

  • shopware.com
  • docs.shopware.com

  Case Sensitive Aliases

• Name

  SAP Commerce Cloud

  Aliases

  • SAP Commerce Cloud

  Entity Slug

  sap-commerce-cloud

  Primary Domain

  sap.com

  Citation Domains

  • sap.com
  • help.sap.com

  Case Sensitive Aliases

• Name

  Oracle Commerce

  Aliases

  • Oracle Commerce
  • Oracle Commerce Cloud

  Entity Slug

  oracle-commerce

  Primary Domain

  oracle.com

  Citation Domains

  • oracle.com
  • docs.oracle.com

  Case Sensitive Aliases

4-commerce-platforms-2026-07-27-models-64232fd32583

Search

A common Rank.ai web-search tool is available to all three configured models.

Gateway

Rank.ai's configured OpenRouter-compatible gateway

Not Consumer Products

Results measure the configured model/API runs, not the ChatGPT, Claude, or Gemini consumer application interfaces.

Prompt Count

16

Provider Count

3

Required Successful Runs

48

Confidence

A value of 1.0 means the complete frozen cohort passed the deterministic extraction and publication gates; it is not a statistical confidence interval.

Citation Share Denominator

Distinct answer-level HTTP(S) citation URLs whose URL-derived hostname matches any reviewed brand domain.

Presence Share Denominator

The sum of reviewed-brand answer-presences. One answer may contribute presence to multiple brands.

Mention Coverage Denominator

48 answers: all 16 prompts multiplied by 3 configured providers.

Provider Citation Share Denominator

Distinct reviewed-brand-domain citations within the named configured model API provider's 20-answer cohort.

Recommendation Presence Denominator

24 answers: recommendation-intent prompts multiplied by 3 configured providers.

Provider Mention Coverage Denominator

16 prompts for the named configured model API provider.

Provider Recommendation Presence Denominator

8 recommendation-intent prompts for the named configured model API provider.

64232fd32583

Presence means mentioned or cited in an answer to a recommendation-intent prompt. It does not claim positive recommendation, endorsement, or sentiment.