Zoho · 1 category · RankedZoho Inventory
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Order management systems | Revenue operations | 25% | 1 of 131 | 0% | 18 | accepted challenger |
Movement
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
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 1 | 0 | 1 | 0 | 2 |
| Grok 4.1 Fast | 1 | 0 | 0 | 0 | 1 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 0 | 1 | 0 | 2 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“For most budget-conscious companies just starting out, Zoho Inventory is often the best choice due to its free tier and affordable paid plans” Claude Haiku 4.5 · Order management · budget prompt · first choice
“If you want the lowest-cost practical recommendation, I'd start with Zoho Inventory for most businesses” GPT-5.4 mini · Order management · budget prompt · first choice
“Zoho Inventory is the strongest default choice because multiple reviews call it the most affordable option” Perplexity Sonar · Order management · budget prompt · first choice
“QuickBooks Commerce and Zoho Inventory are top recommendations for businesses with a limited budget” Mistral Small · Order management · budget prompt · first choice
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.
Named alongside
The products named in the same answers as Zoho Inventory, over the 76 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
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 70 of the 76 answers that named Zoho Inventory and are not a share of its labels.
Domains cited
283 of the 283 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
In 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 edition- Named in
- 76 answers
- Its own site cited
- in 70 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
On record
Company records- Also from Zoho
- Bigin by Zoho, Zoho Analytics, Zoho Backstage, Zoho Backstage Lead Retrieval, Zoho Billing, Zoho Bookings, Zoho CPQ, Zoho CRM and 27 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.
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.
Badges
Wins only: a badge exists where Zoho Inventory is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.ShowHide
Badges
AI models recommend Zoho Inventory first in Order management systems this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.