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BUYER PROMPT / PUBLISHED EVIDENCE

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

An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.

Intent
commercial
Model providers
3
Categories
1
Last observed
Jul 27, 2026, 12:00 AM UTC
COMPETITIVE OUTCOME

Brands surfaced

Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.

#BrandCategoryProvidersMentionsOwned citationsProvider evidence
01Shopwareshopware.comCommerce303Openai · Anthropic · Gemini
MODEL COMPARISON

Answer matrix

One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.

ProviderModel versionCategoryBrands surfacedCitationsUnique domainsAnswer hash
Openaiopenai/gpt-4o-miniCommerceShopware55d2a80651…52a3b
Anthropicanthropic/claude-haiku-4-5CommerceShopware77038a16e3…bad61
Geminigoogle/gemini-2.5-flashCommerceShopware88ee757b53…36ce5
URL-DERIVED CITATIONS

Sources cited

Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.

DomainCited pageBest positionProvidersObservationsCategories
shopware.comhttps://shopware.com/en/news/vendor-lock-in-1/1Openai · Anthropic · Gemini3Commerce
alokai.comhttps://alokai.com/blog/vendor-lock-in1Openai · Gemini2Commerce
airwallex.comhttps://airwallex.com/en-us/blog/ecommerce-payment-processing1Anthropic1Commerce
outsystems.comhttps://outsystems.com/application-development/vendor-lock-in-challenges-and-concerns2Openai · Gemini2Commerce
aerospike.comhttps://aerospike.com/blog/vendor-lock-in/2Anthropic1Commerce
myitforum.substack.comhttps://myitforum.substack.com/p/vendor-lock-in-how-companies-get2Openai1Commerce
crystallize.comhttps://crystallize.com/answers/ecommerce-essentials/vendor-lock-in-meaning3Gemini1Commerce
iweb.co.ukhttps://iweb.co.uk/2025/02/is-your-ecommerce-platform-keeping-your-data-hostage-understanding-vendor-lock-in/3Anthropic1Commerce
konghq.comhttps://konghq.com/blog/learning-center/vendor-lock-in3Openai1Commerce
rewarx.comhttps://rewarx.com/blogs/why-vendor-lock-in-risk-is-decreasing4Gemini1Commerce
stripe.comhttps://stripe.com/resources/more/platform-payment-processing4Anthropic1Commerce
cloudflare.comhttps://cloudflare.com/learning/cloud/what-is-vendor-lock-in/5Gemini1Commerce
decta.comhttps://decta.com/company/media/how-to-avoid-payment-infrastructure-lock-in5Anthropic1Commerce
findhomegrown.comhttps://findhomegrown.com/blog/how-to-avoid-platform-lock-in-food-vendor6Gemini1Commerce
gr4vy.comhttps://gr4vy.com/posts/payment-data-portability-why-owning-your-payment-data-matters-and-how-to-avoid-vendor-lock-in/amp/6Anthropic1Commerce
tagada.iohttps://tagada.io/glossary/ecommerce-platform7Gemini1Commerce
Snapshot IDsb182095b-70f1-46fc-beb0-fc2b3c42b3a9
Corpus versionscommerce-platforms-2026-07-27
Benchmark versions4-commerce-platforms-2026-07-27-models-64232fd32583

Coverage: Commerce. Full answers stored: no · Full answers published: no · Tenant data included: no.