Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 34 → 27 of 111
Zoho · 2 categories · Named, not rankedZoho Inventory
10Judge labels
2First choices
0Negative labels
8 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Standing
3 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Zoho Inventory was named 3 times in Supplier management and 1 other category, where Precoro led with 14%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small business31 of 117
0%2 labels
under the label threshold
Mid-market17 of 111
2%2 labels
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In supplier management · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named Zoho Inventory for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Supplier management | Spend and procurement | 2% | 17 of 111 | 0% | 2 | under 10 labels · led by Precoro at 14% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Fixed asset accounting | Accounting and close | 0% | 59 of 107 | 0% | 1 | under 10 labels · led by Sage Fixed Assets at 34% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, Zoho Inventory held within the floor in all two categories: no change cleared 10 points.
Best category · Supplier management · by segment
Mid-market▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
2%from 0% in September 2026
Inside the floor by 8 pointsRank 51 → 17 of 107
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Supplier management | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 51 → 17 of 111 |
| Fixed asset accounting | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 59 of 107, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Zoho Inventory across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Zoho Inventory across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct1 labelNone
Paraphrase4 labels1
Comparative1 labelNone
Budget-constrained3 labels1
Scale-constrained0 labelsNone
Negative1 labelNone
First choiceAlternativeMentionNegative10 labels in all, every segment counted; 2 of the 2 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“start with Zoho Inventory (free tier) or Odoo Community (free)” MiniMax M2.5 · Supplier management · budget prompt · first choice
“Zoho Inventory is an affordable asset management solution for small and medium-sized businesses.” Claude Haiku 4.5 · Fixed asset accounting · budget prompt · alternative
“Small businesses often only need Zoho Inventory or accounting add-ons.” GLM 4.7 FlashX · Supplier management · comparative prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
No model argued against it.
Named alongside
The products named in the same answers as Zoho Inventory, over the 10 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Zoho Inventory was named but was not.ShowHide
Named alongside
The products named in the same answers as Zoho Inventory, over the 10 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Zoho Inventory was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named Zoho Inventory. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 7 of the 10 answers that named Zoho Inventory and are not a share of its labels.
Domains cited
capterra.com3
mindsprint.com3
procuredesk.com3
ramp.com3
softwareconnect.com3
wise.com3
cin7.com2
f6s.com2
financesonline.com2
getapp.com2
Twenty-six of the twenty-six domain citations in answers naming Zoho Inventory came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
Where Zoho Inventory stands in Google search beside where it stands in the models' answers.ShowHide
Search and answers
Where Zoho Inventory stands in Google search beside where it stands in the models' answers.
ShowHideIn search
Google, US estimates- Searches for its name, Google
- 6,600 a month (“zoho inventory”)
- AI search demand for its name, est.
- 330 a month
- Its own site
- It sits on Zoho's site (zoho.com), so there are no site figures for it alone
In answers
This editionShare of first choices
2%
rank 17 of 111 in supplier management
Segment leader
14%
Precoro
- First choices
- 2 across its categories
- Named in
- 10 answers
- Its own site cited
- in 7 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
Follow Zoho Inventory
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Zoho is the company behind Zoho Inventory.ShowHide
The company
Zoho is the company behind Zoho Inventory.
ShowHideOn record
Company records- Also from Zoho
- Zoho Analytics, Zoho Billing, Zoho Books, Zoho Books / Zoho Analytics, Zoho Books / Zoho Inventory, Zoho Books / Zoho Invoice, Zoho CRM, Zoho Creator and 8 more
In its own words
Stated by the vendor, not checked- Positioning
- Take the complexity out of your order management process
- For
- Businesses with order management needs
- Free plan or trial
- Sign up for Free zoho.com/inventory/order-management
- Integrations claimed
- 40 zoho.com/inventory/order-fulfillment-system
- Customers named
- Badger AustraliaLumber Jack Distributor Canada Inc.Blue TygaDavid HillThames Valley Lock and SafeShubham ChopraChopra LighthouseTaylor Ray
- Not stated on the pages read
- Price, starting price, certifications, hosting
What Zoho Inventory's own pages state, read September 28, 2026: zoho.com/inventory/order-management, zoho.com/inventory/multi-warehouse-stock, zoho.com/inventory/sales-order-management, zoho.com/inventory/inventory-software-demo, zoho.com/inventory/order-fulfillment-system. A claimed page can correct any of them.
Is this your product?
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Zoho Inventory's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Zoho Inventory, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Zoho Inventory by email, built from the raw record of the edition. It shows:
- where Zoho Inventory is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Zoho Inventory, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.