Small business▼−8Since September 2026: 8% → 0%, −8 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 8% in September 2026
Inside the floor by 2 pointsRank 3 → 20 of 88
DOKKA · 1 category · Named, not rankedDOKKA Close
9Judge labels
0First choices
2Negative labels
7 / 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
1 label, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. DOKKA Close was named 1 time in Financial close manageme, where FloQast led with 55%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small business22 of 92
0%8 labels
under the label threshold
Mid-market32 of 85
0%1 label
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In financial close manageme · 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 DOKKA Close 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 |
|---|---|---|---|---|---|---|---|
| Financial close management | Accounting and close | 0% | 32 of 85 | 0% | 1 | under 10 labels · led by FloQast at 55% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, DOKKA Close held within the floor in its one category: no change cleared 10 points.
Best category · Financial close manageme · by segment
Mid-market▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 8 pointsRank 7 → 27 of 77
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Financial close manageme | 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 7 → 32 of 85 |
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 DOKKA Close 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 DOKKA Close 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 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 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
Direct0 labelsNone
Paraphrase1 labelNone
Comparative0 labelsNone
Budget-constrained2 labelsNone
Scale-constrained0 labelsNone
Negative6 labelsNone
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.
“DOKKA Close is specifically designed for mid-market teams.” Claude Haiku 4.5 · Financial close manageme · paraphrase 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 DOKKA Close, over the 9 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and DOKKA Close was named but was not.ShowHide
Named alongside
The products named in the same answers as DOKKA Close, over the 9 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and DOKKA Close 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 DOKKA Close. 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 DOKKA Close and are not a share of its labels.
Domains cited
dokka.comYour site9
g2.com7
aicostadvisory.com6
smallbiz.ai5
finance-ai-index.com4
numeric.io4
xenett.com4
prophix.com3
thedigitalmerchant.com3
us.fitgap.com3
Thirty-nine of the forty-eight domain citations in answers naming DOKKA Close came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
dokka.com is not in Google's top ten for any of the category's searches. In the answers, DOKKA Close takes 0% of first choices and FloQast takes 55%.ShowHide
Search and answers
dokka.com is not in Google's top ten for any of the category's searches. In the answers, DOKKA Close takes 0% of first choices and FloQast takes 55%.
ShowHideIn search
Google, US estimatesPosition for “close management tools”
–
not in the top ten
Position for “financial close management software”
–
not in the top ten
- Searches for its name, Google
- not counted (“dokka close”)
- AI search demand for its name, est.
- 0 a month
- Its company's site
- dokka.com shared with DOKKA's other products; the figures are the site's
- Organic visits to its site
- about 9,606 a month
- Searches its site ranks for
- 4,325 · 18 in the top three
- Sites linking to it
- 1,113
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
0%
rank 32 of 85 in financial close manageme
Segment leader
55%
FloQast
- 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 DOKKA Close
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
DOKKA is the company behind DOKKA Close.ShowHide
The company
DOKKA is the company behind DOKKA Close.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Financial Close Automation Software
- For
- finance teams; modern CFOs and finance teams
- Integrations claimed
- 4 dokka.com/dokka-vs-vic-ai
- Certifications
- ISO 27001 certifiedSOC 2® ExaminedISO27001 security standardsGDPRISO 27001SOC 2® Type IISOC 2® Type II examination
- Customers named
- Mud BayWild Marketing GroupAdamaRiskifiedJFrogVoneus Broadband
- Not stated on the pages read
- Price, starting price, free plan or trial, hosting
What DOKKA Close's own pages state, read September 28, 2026: dokka.com/about-dokka, dokka.com/dokka-vs-yooz, dokka.com/dokka-vs-velixo, dokka.com/dokka-vs-vic-ai, dokka.com/dokka-vs-floqast. 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 DOKKA Close'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 DOKKA Close, 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 DOKKA Close by email, built from the raw record of the edition. It shows:
- where DOKKA Close 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 DOKKA Close, 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.