Small businessnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 18 of 68, unchanged
Zoho · 1 category · Named, not rankedZoho Bookings
9Judge labels
0First choices
1Negative labels
8 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Standing
5 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Zoho Bookings was named 5 times in Workforce scheduling, where Deputy led with 37%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small business18 of 69
0%3 labels
under the label threshold
Mid-market30 of 108
0%5 labels
under the label threshold
Enterprise128 of 135
0%1 label
under the label threshold
In workforce scheduling · 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 Bookings 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 |
|---|---|---|---|---|---|---|---|
| Workforce scheduling | Core HR and payroll | 0% | 30 of 108 | 0% | 5 | under 10 labels · led by Deputy at 37% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Zoho Bookings held within the floor in its one category: no change cleared 13 points.
Best category · Workforce scheduling · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 33 → 29 of 99
EnterprisenewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 116 of 122, unchanged
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Workforce scheduling | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 33 → 30 of 108 |
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 13 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 Bookings 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 Bookings 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 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 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
Direct0 labelsNone
Paraphrase0 labelsNone
Comparative7 labelsNone
Budget-constrained1 labelNone
Scale-constrained0 labelsNone
Negative1 labelNone
First choiceAlternativeMentionNegative9 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.
“Emphasizes resource management and business scheduling integration” Perplexity Sonar · Workforce scheduling · 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 Bookings, over the 9 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Zoho Bookings was named but was not.ShowHide
Named alongside
The products named in the same answers as Zoho Bookings, over the 9 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Zoho Bookings 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 Bookings. 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 9 of the 9 answers that named Zoho Bookings and are not a share of its labels.
Domains cited
forbes.com7
capterra.com6
wix.com5
joinhomebase.com4
zapier.com4
cal.com3
calendly.com3
learn.g2.com3
mixmax.com3
nytimes.com3
Forty-one of the forty-one domain citations in answers naming Zoho Bookings came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
Where Zoho Bookings stands in Google search beside where it stands in the models' answers.ShowHide
Search and answers
Where Zoho Bookings stands in Google search beside where it stands in the models' answers.
ShowHideIn search
Google, US estimates- Searches for its name, Google
- 2,900 a month (“zoho bookings”)
- AI search demand for its name, est.
- 268 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
0%
rank 30 of 108 in workforce scheduling
Segment leader
37%
Deputy
- First choices
- 0 across its categories
- Named in
- 9 answers
- Its own site cited
- in 9 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 Bookings
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 Bookings.ShowHide
The company
Zoho is the company behind Zoho Bookings.
ShowHideOn record
Company records- Also from Zoho
- Zoho Analytics, Zoho CRM, Zoho Cliq, Zoho Connect, Zoho Desk, Zoho Desk + Zoho People, Zoho Learn, Zoho Payroll and 5 more
In its own words
Stated by the vendor, not checked- Positioning
- free online AI-powered appointment scheduling software
- For
- businesses of all sizes
- Price stated
- user-based pricing zoho.com/bookings
- Starting price
- 0 zoho.com/bookings
- Free plan or trial
- 15-day trial period zoho.com/bookings
- Integrations claimed
- 75 zoho.com/bookings · 16 zoho.com.cn/bookings pages disagree
- Hosting
- USUS data centerUSデータセンター
- Customers named
- ZillowMaximusiStoreAmerican Health ConnectionRockley Family FoundationJeremiah Hartmann Live Event Hosts & MCsSpaghetti AgencyArtifex Marketing Studio
- Not stated on the pages read
- Certifications
What Zoho Bookings's own pages state, read September 28, 2026: zoho.com/bookings, zoho.com.cn/bookings, zoho.com/fr/bookings, zoho.com/de/bookings, zoho.com/jp/bookings. 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 Bookings'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 Bookings, 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 Bookings by email, built from the raw record of the edition. It shows:
- where Zoho Bookings 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 Bookings, 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.