Mid-marketnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 42 of 50, unchanged
7 categories · Named, not rankedZoho
14Judge labels
0First choices
8Negative labels
7 / 14Models named it
7Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Standing
7 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Zoho was named 7 times in Accounts payable automat and 6 other categories, where Ramp led with 22%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small businessnot named
0%
No model named it for this buyer.
Mid-market47 of 54
0%1 label
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In accounts payable automat · 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 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 |
|---|---|---|---|---|---|---|---|
| Accounts payable automation | Spend and procurement | 0% | 47 of 54 | 0% | 1 | under 10 labels · led by Ramp at 22% | newNew since September 2026: not ranked then, 0% now. |
| Cash flow forecasting | Treasury and cash | 0% | 96 of 101 | 100% | 1 | under 10 labels · led by Agicap at 13% | newNew since September 2026: not ranked then, 0% now. |
| Financial close management | Accounting and close | 0% | 42 of 85 | 0% | 1 | under 10 labels · led by FloQast at 55% | |
| Global e-invoicing compliance | Tax and compliance | 0% | 122 of 136 | 100% | 1 | under 10 labels · led by Avalara E-Invoicing at 25% | newNew since September 2026: not ranked then, 0% now. |
| Invoicing software | Receivables and billing | 0% | 61 of 71 | 100% | 1 | under 10 labels · led by Zoho Invoice at 24% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Procure-to-pay | Spend and procurement | 0% | 78 of 87 | 100% | 1 | under 10 labels · led by Procurify at 42% | newNew since September 2026: not ranked then, 0% now. |
| Supplier management | Spend and procurement | 0% | 90 of 111 | 0% | 1 | under 10 labels · led by Precoro at 14% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, Zoho held within the floor in all seven categories: no change cleared 10 points.
Best category · Accounts payable automat · by segment
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Accounts payable automat | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 47 of 54, unchanged |
| Cash flow forecasting | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 96 of 101, unchanged |
| Financial close manageme | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 42 of 85, unchanged |
| Global e-invoicing compl | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 122 of 136, unchanged |
| Invoicing software | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 68 → 61 of 71 |
| Procure-to-pay | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 78 of 87, unchanged |
| Supplier management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 90 of 111, 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 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 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 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 1 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
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
Comparative1 labelNone
Budget-constrained4 labelsNone
Scale-constrained0 labelsNone
Negative5 labelsNone
First choiceAlternativeMentionNegative14 labels in all, every segment counted; 0 of the 0 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 for feature breadth per dollar” Muse Glimmer 30B · Financial close manageme · negative 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.
“Avoid: Tools that are built on top of generic platforms (like Salesforce or Zoho) without dedicated financial engineering” Qwen 3.7 Flash · Cash flow forecasting · negative prompt · hard negative
“Not a dedicated P2P platform\u2014you\u2019ll need to piece together modules, and advanced workflow automation is limited.” DeepSeek V4 Flash · Procure-to-pay · budget prompt · soft negative
“free tiers from tools like Wave, Zoho, and Square can still have limits or fees” Perplexity Sonar · Invoicing software · negative prompt · soft negative
“SMB-only like basic Xero/Zoho” Grok 4.1 Fast · Global e-invoicing compl · direct prompt · soft negative
Named alongside
The products named in the same answers as Zoho, 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 was named but was not.ShowHide
Named alongside
The products named in the same answers as Zoho, 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 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. 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 12 of the 14 answers that named Zoho and are not a share of its labels.
Domains cited
g2.com5
ramp.com5
forbes.com4
softwareadvice.com4
softwareconnect.com4
learn.g2.com3
mindsprint.com3
resources.rework.com3
spendflo.com3
techrepublic.com3
Thirty-seven of the thirty-seven domain citations in answers naming Zoho came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
zoho.com is not in Google's top ten for any of the category's searches. In the answers, Zoho takes 0% of first choices and Ramp takes 22%.ShowHide
Search and answers
zoho.com is not in Google's top ten for any of the category's searches. In the answers, Zoho takes 0% of first choices and Ramp takes 22%.
ShowHideIn search
Google, US estimatesPosition for “ap automation tools”
–
not in the top ten
Position for “accounts payable automation software”
–
not in the top ten
- Organic visits to its site
- about 1,216,894 a month
- Searches its site ranks for
- 86,394 · 6,226 in the top three
- Sites linking to it
- 126,341
- Paid Google search
- 62 searches its ads show for, about 875 clicks and $51,031 a month (estimate)
In answers
This editionShare of first choices
0%
rank 47 of 54 in accounts payable automat
Segment leader
22%
Ramp
- First choices
- 0 across its categories
- Named in
- 14 answers
- Its own site cited
- in 12 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.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on zoho.com
14,035
subdomains included
Content
1,218
counted in the table below
Documentation
4,053
Product · Integration
145 · 214
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Report or ebook | 247 | 1 | 2026-09-09 | ||
| Case study | 196 | undated | |||
| Template or tool | 183 | undated | |||
| Conference or event | 170 | undated | |||
| Blog | 164 | 12 | 2026-09-28 | ||
| Comparison | 82 | 0 | 2015-12-11 | ||
| Podcast or video | 65 | undated | |||
| News or press | 44 | undated | |||
| Glossary or explainer | 35 | 0 | 2021-07-15 | ||
| Webinar or virtual event | 32 | undated |
Most recent
- 2026-09-28App spotlight kit extension for zoho crm blog
- 2026-09-28App spotlight benchmark email for zoho crm blog
- 2026-09-25Pro tips 4 tips to overcome data problems in your crm blog
- 2026-09-25Pdf editor blog
- 2026-09-24Introducing zoho agentinbox blog
- 2026-09-24Introducing zoho dap blog
How it is countedHide how it is counted
Every page zoho.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Names read as Zoho
What the judge wrote, as written, with how often. The vendor table decides that these count as Zoho; a claim can dispute any of them.
Spendwise & Zoho 1Zoho (Subscription + Procurement) 1
Follow Zoho
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 its own company.ShowHide
The company
Zoho is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- A unique and powerful software suite trusted by millions of businesses worldwide. Zoho covers your end-to-end business needs, from sales and marketing to finance, HR, and beyond.
- For
- businesses of all sizes
- Price stated
- starting at ₹1250/user/month zoho.com
- Starting price
- 1250 zoho.com
- Free plan or trial
- Get Started For Free zoho.com
- Integrations claimed
- 2900 zoho.com · 10 zoho.com/ae/invoice/features pages disagree
- Certifications
- GDPR compliantISO certifiedESIGNeIDAS
- Hosting
- globallyUSUKIndiaCanadaAustraliaUAESaudi Arabia
- Customers named
- Lubrication EngineersSelectramerckone plustata elxiolamorris garagedaimler
What Zoho's own pages state, read October 5, 2026: zoho.com, zoho.com/assist/pricing.html, zoho.com/ae/expense/security, zoho.com/ae/invoice/features, zoho.com/ae/books/customers. 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'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, 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 by email, built from the raw record of the edition. It shows:
- where Zoho 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, 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.