Linnworks: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about inventory planning, Linnworks ranks #7 of 15, a Visibility Score of 18 in Inventory Planning .
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.
Visible to bargain hunters, invisible when buyers commit to a winner.
Where it wins. Linnworks shows up in 28% of mentions overall, and its foothold in budget and alternatives conversations means cost-conscious buyers do see it as an option worth considering.
Where it loses. A first-pick rate of 4.2% signals that it rarely closes the argument, and its absence from top-tools, enterprise, and single-choice prompts means it gets skipped entirely when buyers are ready to decide.
AI-generated analysis of the July 2026 measurements.
"Take control of your eCommerce empire & unlock business potential"
Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →
ChatGPT 
Claude 
Gemini One of the index's bigger model splits: see where the models disagree →
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 · 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.
Scores are measured from real AI answers, refreshed monthly. Methodology.
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