When buyers ask ChatGPT, Claude, and Gemini about inventory planning, Skubana ranks #14 of 15, a Visibility Score of 9 in Inventory Planning (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.
Skubana fills inventory lists but wins no rooms.
Where it wins. Its best number is a 12.5% mention rate in Inventory Planning, where it reaches rank 14 of 15, meaning the models do know the name and drop it near the bottom of longer enumerations.
Where it loses. A 0% first-pick rate across both categories and total absence from Enterprise pick and Best overall themes signals that neither buyers with budget nor buyers with broad mandates hear Skubana recommended with conviction, and in E-commerce Operations its 9.7% mention rate puts it dead last among 15 tracked tools.
AI-generated analysis of the September 2026 measurements.
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 Skubana. 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
Share of Skubana's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
One of the index's bigger model splits: see where the models disagree →
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 Skubana. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Startup & small team · Enterprise pick · If you could pick one
Share of Skubana'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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