AI Visibility Score
Katana
7.6
/ 100
Ranked #231 of 558 scored brands · as of 2026-07-28
- Questions named in
- 5
- Total mentions
- 5
- Average position
- 6.0
- Sample
- 7 days
Engine by engine
Different models recommend different brands. Here's how each one sees Katana.
| Engine | Score | Rank | Questions | Avg position |
|---|---|---|---|---|
| Gemini Flash Lite | 9.3 | #206 | 5 | 6.0 |
What AI actually said
Unedited excerpts from archived answers.
“…line channels. 3. Best All-in-One for Shopify Users: Katana If your business involves manufacturing or assembly alongside selling, Katana is fantastic. * Why it’s great: It’s famous for its visual,...”
gemini
position 3 · “recommend a good inventory management tool”
“…rcode scanning). 3. Best for Shopify-Centric Stores: Katana or Stocky * Katana: Built specifically for modern manufacturers and e-commerce brands. It has a gorgeous, visual interface that helps you...”
gemini
position 5 · “best inventory management software”
“…unting software. 3. Best for Manufacturers & Makers: Katana If you build or assemble products from raw materials, standard inventory software won't cut it—you need Material Requirements Planning (MR...”
gemini
position 5 · “best inventory management software for small business”
“…quare. 3. Best for Manufacturers & Heavy Operations: Katana Cloud Manufacturing Traditional inventory tools often fail manufacturers because they don't track raw materials versus finished goods well...”
gemini
position 8 · “what is the best inventory management tool in 2026”
Named alongside
Brands that show up in the same questions as Katana.
| # | Brand | Score | Shared questions |
|---|---|---|---|
| 161 | Cin7 | 10.8 | 5 |
| 172 | Zoho Inventory | 10.4 | 4 |
| 25 | Square Online | 34.7 | 2 |
| 27 | Shopify | 32.3 | 2 |
| 206 | NetSuite | 8.6 | 1 |
| 3 | QuickBooks | 61.5 | 1 |
| 117 | Quick Comparison Checklist | 14.5 | 1 |
| 34 | Zoho CRM | 31.2 | 1 |
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How this score is calculated
Reach (how many questions named the brand) multiplied by prominence (how early it was named), scaled so the most visible brand sits at 100.