Brand report · September 2026

Zoho Inventory: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about warehouse management (wms), Zoho Inventory ranks #10 of 15, a Visibility Score of 13 in Warehouse Management (WMS) (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.

How AI sees Zoho Inventory

A list-filler in both categories, peaking at a score of 13.

Where it wins. Zoho Inventory holds a 16.7% mention rate in both Warehouse Management and E-commerce Operations, and its strongest foothold is budget-conscious WMS conversations where buyers are hunting for cheaper alternatives.

Where it loses. A first-pick rate of 4.2% in E-commerce Operations signals that AI models are padding out lists with it, not recommending it, and it is absent from decisive themes like Best Overall, Enterprise Pick, and If You Could Pick One across both categories.

AI-generated analysis of the September 2026 measurements.

Warehouse Management (WMS) · #10 of 15

13 / 100 flat vs last month

17%

mention rate (72 answers)

3

avg. position

7%

first pick

2%

share of voice

ChatGPT

16

Claude

8

Gemini

13

How the models portray Zoho Inventory

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).

58% 17% 25%

endorsed · 95% band 32–81% listed caveated graded across 12 mentions in Warehouse Management (WMS) answers

Prompt themes Zoho Inventory would want to own

Share of each theme's answers that mention Zoho Inventory. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Budget & alternatives

9/9 · #1×5

2/9

1/9

0/9

0/9

0/9

0/9

If you could pick one

0/9

Gaps Use-case fit · Top tools in 2026 · Startup & small team · Enterprise pick · If you could pick one

Most co-mentioned competitors

Share of Zoho Inventory's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Fishbowl

58%

Sortly

58%

inFlow Inventory

50%

Odoo

42%

Cin7

33%

ShipHero

33%

Scores are measured from real AI answers, refreshed monthly. Methodology.

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