← E-commerce Operations ranking
Brand report · September 2026When buyers ask ChatGPT, Claude, and Gemini about e-commerce operations, Linnworks ranks #1 of 15, a Visibility Score of 44 in E-commerce Operations (and appears in 2 categories of the index).
These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.
Leads e-commerce ops, fades fast everywhere else.
Where it wins. In E-commerce Operations, Linnworks holds rank 1 with a 50% mention rate and nearly 3-in-10 first-pick selections, making it the model consensus choice in that category.
Where it loses. Inventory Planning tells a different story: a rank of 5 and a first-pick rate of 2.8% signal that AI models treat it as a fallback name there, and it disappears entirely from enterprise, feature-led, and top-tools conversations in that space.
AI-generated analysis of the September 2026 measurements.
"Take control of your eCommerce empire & unlock business potential"
Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →
Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention Linnworks. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Startup & small team · Enterprise pick
Share of Linnworks's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention Linnworks. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Top tools in 2026 · Enterprise pick · Feature-led ask · If you could pick one
Share of Linnworks's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Head-to-head: Linnworks vs Shopify
Scores are measured from real AI answers, refreshed monthly. Methodology.
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