Finance AI Index

Index › Vendors › Zoho Inventory · September 2026 Edition

Zoho · 2 categories · Named, not ranked

Zoho Inventory

14Judge labels

1First choices

0Negative labels

8 of 12Models named it

2Categories

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.

Standing

6 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Zoho Inventory was named 6 times in Procure-to-pay and 1 other category, where Procurify led with 45%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business9 of 79

under the label threshold

Mid-market20 of 85

under the label threshold

Enterprisenot named

No model named it for this buyer.

In procure-to-pay · 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
Procure-to-pay	Spend and procurement	0%	20 of 85	0%	5	under 10 labels · led by Procurify at 45%
Supplier management	Spend and procurement	0%	52 of 80	0%	1	under 10 labels · led by Procurify at 26%

Movement

This is the first edition on this tier, so no move can be computed for Zoho Inventory yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Zoho Inventory across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Alternative	Mention	Labels
Claude Haiku 4.5	1	0	1
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	1	0	1
Grok 4.1 Fast	1	0	1
Mistral Small	0	0	0
DeepSeek V4 Flash	1	0	1
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	1	0	1
GLM 4.7 FlashX	0	1	1
MiniMax M2.5	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

Direct2 labelsNone

Paraphrase2 labelsNone

Comparative0 labelsNone

Budget-constrained10 labels1

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative14 labels in all, every segment counted; 1 of the 1 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.

“Zoho Inventory\u2019s free plan ... even lower-cost entry points, but they are better described as budget-friendly purchasing/inventory tools than full P2P platforms” Perplexity Sonar · Procure-to-pay · budget prompt · alternative

“Zoho Inventory or Precoro offer good middle-ground solutions that scale with your business.” Claude Haiku 4.5 · Supplier management · budget prompt · alternative

“Zoho Inventory (Best for Inventory/Sales-Focused Teams)” Grok 4.1 Fast · Procure-to-pay · budget prompt · alternative

“Best free for product businesses (Free tier)” DeepSeek V4 Flash · Procure-to-pay · budget 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 14 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.

ProductSame answerTook the first choice insteadHead to head

Tradogram10 of 143Not in the top three

Ramp9 of 147Not in the top three

Odoo9 of 140Not in the top three

Precoro9 of 140Not in the top three

Spendwise7 of 141Not in the top three

Procurify5 of 140Not in the top three

BILL4 of 140Not in the top three

Coupa3 of 140Not in the top three

ProcurementExpress.com3 of 140Not in the top three

VNDLY3 of 140Not in the top three

A head-to-head page exists where both products are in a category's top three. 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, four of the twelve in this edition, so these counts come from 14 of the 14 answers that named Zoho Inventory and are not a share of its labels.

Domains cited

vndly.io12

learn.g2.com11

g2.com9

ramp.com8

softwareconnect.com7

spendflo.com7

procuredesk.com6

nanonets.com5

softwareadvice.com5

fraxion.biz4

Seventy-four of the seventy-four domain citations in answers naming Zoho Inventory came from somebody else's page.

Pages cited

vndly.io/blog/best-purchase-order-software-small-business-202611

learn.g2.com/best-procure-to-pay-software9

spendflo.com/blog/procurement-software-for-small-business-success6

nanonets.com/blog/best-procure-to-pay-software-solutions5

procuredesk.com/invoice-and-purchase-order-software5

ramp.com/blog/procurement-software-small-business5

softwareconnect.com/roundups/best-procure-to-pay-software5

fraxion.biz/blog/top-procure-to-pay-software4

Pages are listed as the models cited 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.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at zohoinventory.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.