Small business▲+1Since September 2026: 12% → 13%, +1 point. Inside the 10-point floor: within noise. Read over the models both editions asked.
13%from 12% in September 2026
Inside the floor by 9 pointsRank 4 → 3 of 57
Zoho · 17 categories · RankedZoho Books
341Judge labels
63First choices
23Negative labels
14 / 14Models named it
17Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
15% in Accounts receivable auto for small business buyers
Rank 2 of 79 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 0% of its 12 labels there were negative.
What the models named instead of Zoho Books →By buyer segmentStrongest at small business.
Small business3 of 62
15%16 labels
accepted challenger
Mid-market2 of 79
13%12 labels
accepted challenger
Enterprise75 of 79
0%1 label
under the label threshold
In accounts receivable auto · 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 Books 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 receivable automation | Receivables and billing | 13% | 2 of 79 | 0% | 12 | accepted challenger | ▼−1Since September 2026: 15% → 14%, −1 point. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| AI accounting assistants | Accounting and close | 11% | 3 of 85 | 8% | 13 | accepted challenger | ▼−10Since September 2026: 18% → 8%, −10 points. Past the 10-point floor: movement. Read over the models both editions asked. |
| Accounting software | Accounting and close | 11% | 4 of 55 | 7% | 27 | accepted challenger | ▲+2Since September 2026: 8% → 10%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Account reconciliation | Accounting and close | 10% | 4 of 82 | 0% | 11 | accepted challenger | =heldSince September 2026: 6% → 7%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Financial reporting and dashboards | Planning and analysis | 9% | 3 of 105 | 0% | 12 | accepted challenger | ▼−2Since September 2026: 8% → 6%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Fixed asset accounting | Accounting and close | 4% | 9 of 107 | 0% | 6 | under 10 labels · led by Sage Fixed Assets at 34% | ▲+5Since September 2026: 0% → 5%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Revenue recognition | Accounting and close | 2% | 19 of 77 | 0% | 2 | under 10 labels · led by Maxio at 20% | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Accounts payable automation | Spend and procurement | 0% | 19 of 54 | 0% | 5 | under 10 labels · led by Ramp at 22% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Invoicing software | Receivables and billing | 0% | 20 of 71 | 0% | 5 | 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. |
| Cash application | Receivables and billing | 0% | 36 of 83 | 25% | 4 | under 10 labels · led by Versapay at 9% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Sales tax automation | Tax and compliance | 0% | 20 of 37 | 25% | 4 | under 10 labels · led by Avalara AvaTax at 32% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Business bill pay | Treasury and cash | 0% | 28 of 98 | 0% | 3 | under 10 labels · led by BILL at 32% | newNew since September 2026: not ranked then, 0% now. |
| Lease accounting | Accounting and close | 0% | 43 of 71 | 33% | 3 | under 10 labels · led by FinQuery at 29% | newNew since September 2026: not ranked then, 0% now. |
| Cash flow forecasting | Treasury and cash | 0% | 54 of 101 | 0% | 1 | under 10 labels · led by Agicap at 13% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Financial close management | Accounting and close | 0% | 43 of 85 | 0% | 1 | under 10 labels · led by FloQast at 55% | newNew since September 2026: not ranked then, 0% now. |
| Global e-invoicing compliance | Tax and compliance | 0% | 111 of 136 | 0% | 1 | under 10 labels · led by Avalara E-Invoicing at 25% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Supplier management | Spend and procurement | 0% | 72 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 Books moved past the floor in one of seventeen categories: AI accounting assistants, −10 points to 8%. It held within the floor in the other sixteen.
Best category · Accounts receivable auto · by segment
Mid-market▼−1Since September 2026: 15% → 14%, −1 point. Inside the 10-point floor: within noise. Read over the models both editions asked.
14%from 15% in September 2026
Inside the floor by 9 pointsRank 1 → 2 of 75
Enterprise=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 82 → 65 of 71
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| AI accounting assistants | 18% | 8% | ▼−10Since September 2026: 18% → 8%, −10 points. Past the 10-point floor: movement. Read over the models both editions asked. | Moved past the floor | Rank 2 → 3 of 85 |
| Fixed asset accounting | 0% | 5% | ▲+5Since September 2026: 0% → 5%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 84 → 9 of 107 |
| Cash application | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 14 → 36 of 83 |
| Global e-invoicing compl | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 16 → 111 of 136 |
| Financial reporting | 8% | 6% | ▼−2Since September 2026: 8% → 6%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 → 3 of 105 |
| Revenue recognition | 4% | 2% | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 10 → 19 of 77 |
| Accounting software | 8% | 10% | ▲+2Since September 2026: 8% → 10%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 of 55, unchanged |
| Accounts receivable auto | 15% | 14% | ▼−1Since September 2026: 15% → 14%, −1 point. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 → 2 of 79 |
| Account reconciliation | 6% | 7% | =heldSince September 2026: 6% → 7%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 4 of 82 |
| Accounts payable automat | 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 21 → 19 of 54 |
| 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 29 → 20 of 71 |
| Sales tax automation | 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 14 → 20 of 37 |
| Business bill pay | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 28 of 98, unchanged |
| Lease accounting | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 43 of 71, unchanged |
| Cash flow forecasting | 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 52 → 54 of 101 |
| Financial close manageme | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 43 of 85, unchanged |
| Supplier management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 72 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 Books 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 Books 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 | 1 | 10 | 0 | 0 | 11 |
| GPT-5.4 mini | 2 | 3 | 0 | 1 | 6 |
| Gemini 3.5 Flash | 0 | 6 | 2 | 0 | 8 |
| Perplexity Sonar | 2 | 4 | 0 | 0 | 6 |
| Grok 4.1 Fast | 2 | 5 | 1 | 0 | 8 |
| Mistral Small | 1 | 3 | 0 | 2 | 6 |
| DeepSeek V4 Flash | 2 | 5 | 2 | 0 | 9 |
| Llama 4 Maverick | 1 | 1 | 3 | 0 | 5 |
| Qwen 3.7 Flash | 2 | 3 | 1 | 0 | 6 |
| Kimi K2 | 4 | 4 | 1 | 1 | 10 |
| GLM 4.7 FlashX | 4 | 4 | 2 | 0 | 10 |
| MiniMax M2.5 | 2 | 2 | 4 | 0 | 8 |
| GPT-6 Luna | 6 | 2 | 0 | 1 | 9 |
| Muse Glimmer 30B | 3 | 3 | 2 | 1 | 9 |
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
Direct31 labels2
Paraphrase33 labels2
Comparative59 labels2not counted in share
Budget-constrained173 labels59
Scale-constrained13 labelsNone
Negative32 labels2not counted in share
First choiceAlternativeMentionNegative341 labels in all, every segment counted; 63 of the 67 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.
“The Best Overall Value: Zoho Books ... It offers the most comprehensive "AI-like" features (called Zia) at the lowest price point among major platforms.” Qwen 3.7 Flash · AI accounting assistants · budget prompt · first choice
“My top recommendation: For most small businesses on a limited budget, Zoho Books offers the best balance of cost and capability” DeepSeek V4 Flash · Accounting software · budget prompt · first choice
“Zoho Books — Best Free Option with Reconciliation ... One of the few platforms that includes bank reconciliation in its free plan” Kimi K2 · Account reconciliation · budget prompt · first choice
“Best Value Paid Option: Zoho Books ... Go with Zoho Books for better automation, more robust reporting, and room to grow.” Kimi K2 · Financial reporting · 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.
“Its AI capabilities are helpful, but the bigger differentiator is usually price and platform fit rather than best-in-class accounting AI.” GPT-5.4 mini · AI accounting assistants · comparative prompt · soft negative
“Affordable and user-friendly, but with limited advanced features compared to dedicated tax solutions.” Mistral Small · Sales tax automation · comparative prompt · soft negative
“While not a dedicated lease accounting platform, it provides automation and customization features” Muse Glimmer 30B · Lease accounting · budget prompt · soft negative
“Zoho Books free tier can get you started, though with limited automation” Kimi K2 · Cash application · budget prompt · soft negative
Named alongside
The products named in the same answers as Zoho Books, over the 341 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Zoho Books was named but was not.ShowHide
Named alongside
The products named in the same answers as Zoho Books, over the 341 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Zoho Books 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 Books. 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 326 of the 341 answers that named Zoho Books and are not a share of its labels.
Domains cited
forbes.com108
ramp.com93
g2.com83
quickbooks.intuit.com81
techrepublic.com71
zoho.comYour site68
xero.com62
nerdwallet.com61
fitsmallbusiness.com58
cnbc.com56
673 of the 741 domain citations in answers naming Zoho Books 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 Books takes 13% of first choices and Upflow takes 17%.ShowHide
Search and answers
zoho.com is not in Google's top ten for any of the category's searches. In the answers, Zoho Books takes 13% of first choices and Upflow takes 17%.
ShowHideIn search
Google, US estimatesPosition for “ar automation tools”
–
not in the top ten
Position for “accounts receivable automation software”
–
not in the top ten
- Searches for its name, Google
- 27,100 a month (“zoho books”)
- AI search demand for its name, est.
- 268 a month
- Its company's site
- zoho.com shared with Zoho's other products; the figures are the site's
- 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
13%
rank 2 of 79 in accounts receivable auto
Segment leader
17%
Upflow
- First choices
- 63 across its categories
- Named in
- 341 answers
- Its own site cited
- in 326 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.
Names read as Zoho Books
What the judge wrote, as written, with how often. The vendor table decides that these count as Zoho Books; a claim can dispute any of them.
Zoho Books Free 3Zoho 2Zoho Books (Free Tier) 1Zoho Books / Zoho Payments ecosystem 1Zoho Books Standard 1Zoho Creator / Zoho Books 1
Follow Zoho Books
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 Books.ShowHide
The company
Zoho is the company behind Zoho Books.
ShowHideOn record
Company records- Also from Zoho
- Zoho Analytics, Zoho Billing, Zoho Books / Zoho Analytics, Zoho Books / Zoho Inventory, Zoho Books / Zoho Invoice, Zoho CRM, Zoho Creator, Zoho Expense and 8 more
In its own words
Stated by the vendor, not checked- Positioning
- Powerful accounting platform for growing businesses.
- For
- growing businesses
- Price stated
- forever free plan; zero cost zoho.com/books/free-accounting-software
- Free plan or trial
- 14-day free trial zoho.com/books/what-is-zoho-books
- Integrations claimed
- 300 zoho.com/books/what-is-zoho-books
- Certifications
- HIPAAPCIEU GDPR
- Customers named
- Rachael MaddisonRachael Maddison CreativeRuss DaileyInstant Data Centers, LLCMathew O'BrienECM Media LLCKim MorhardtBoxDrop
- Not stated on the pages read
- Starting price, hosting
What Zoho Books's own pages state, read September 28, 2026: zoho.com/books/what-is-zoho-books, zoho.com/books/free-accounting-software, zoho.com/commerce/zoho-books-integration, zoho.com/books/bookkeeping-software.html, zoho.com/books/accounting-software-features. 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 Books'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 Books, 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 Books by email, built from the raw record of the edition. It shows:
- where Zoho Books 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 Books, 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 Books 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
Wins only: a badge exists where Zoho Books is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHideAccounts receivable automation
Zoho Books is among the products AI models recommend first in Accounts receivable automation 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.
Wide · 320 × 104 Website, beside other badges
Square · 240 × 240 LinkedIn, slides
Compact · 200 × 56 Email signature, footer
AI accounting assistants
Zoho Books is among the products AI models recommend first in AI accounting assistants 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.
Wide · 320 × 104 Website, beside other badges
Square · 240 × 240 LinkedIn, slides
Compact · 200 × 56 Email signature, footer
Financial reporting and dashboards
Zoho Books is among the products AI models recommend first in Financial reporting and dashboards 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.
Wide · 320 × 104 Website, beside other badges
Square · 240 × 240 LinkedIn, slides
Compact · 200 × 56 Email signature, footer
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.