Small business▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 11 pointsRank 16 → 44 of 99
1 category · Named, not rankedJirav
5Judge labels
0First choices
0Negative labels
5 / 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. Jirav was named 1 time in Workforce planning, where ChartHop led with 37%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small business46 of 102
0%1 label
under the label threshold
Mid-market48 of 98
0%1 label
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In workforce planning · 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 Jirav 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 planning | Workforce planning and analytics | 0% | 48 of 98 | 0% | 1 | under 10 labels · led by ChartHop at 37% |
Movement
Since September 2026, Jirav held within the floor in its one category: no change cleared 13 points.
Best category · Workforce planning · by segment
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Workforce planning | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 48 of 98, 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 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 Jirav 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 Jirav 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 | 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 | 1 | 0 | 0 | 1 |
| 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
Paraphrase2 labelsNone
Comparative3 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative5 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.
“Look at Jirav, which supports roster imports, planned hires” GPT-6 Luna · Workforce planning · 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 Jirav, over the 5 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Jirav was named but was not.ShowHide
Named alongside
The products named in the same answers as Jirav, over the 5 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Jirav 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 Jirav. 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 5 of the 5 answers that named Jirav and are not a share of its labels.
Domains cited
gitnux.org4
zipdo.co3
revenuebase.ai2
teamohana.com2
aiforbusinesses.com1
aistatements.com1
betterworks.com1
business.com1
capterra.com1
charthop.com1
Seventeen of the seventeen domain citations in answers naming Jirav came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
jirav.com is not in Google's top ten for any of the category's searches. In the answers, Jirav takes 0% of first choices and ChartHop takes 37%.ShowHide
Search and answers
jirav.com is not in Google's top ten for any of the category's searches. In the answers, Jirav takes 0% of first choices and ChartHop takes 37%.
ShowHideIn search
Google, US estimatesPosition for “workforce planning tools”
–
not in the top ten
Position for “workforce planning software”
–
not in the top ten
- Searches for its name, Google
- 720 a month (“jirav”)
- AI search demand for its name, est.
- 15 a month
- Organic visits to its site
- about 3,780 a month
- Searches its site ranks for
- 1,633 · 34 in the top three
- Sites linking to it
- 1,276
- 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 48 of 98 in workforce planning
Segment leader
37%
ChartHop
- First choices
- 0 across its categories
- Named in
- 5 answers
- Its own site cited
- in 5 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 jirav.com
575
subdomains included
Content
275
counted in the table below
Documentation
199
Product · Integration
6 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 198 | 7 | 2026-09-04 | ||
| Case study | 29 | undated | |||
| Webinar or virtual event | 12 | undated | |||
| Comparison | 12 | 2 | 2026-09-15 | ||
| Glossary or explainer | 12 | 1 | 2026-09-08 | ||
| Report or ebook | 4 | undated | |||
| News or press | 4 | undated | |||
| Conference or event | 2 | 0 | 2026-05-27 | ||
| Template or tool | 1 | undated | |||
| Podcast or video | 1 | undated |
Most recent
- 2026-09-15Budget vs forecast whats the difference and why both matter comparison
- 2026-09-08What is fpa a complete guide to financial planning and analysis glossary or explainer
- 2026-09-04Financial modeling for startups from seed to series b blog
- 2026-08-27Cash flow kpis the metrics every cfo and advisor should monitor blog
- 2026-08-03Excel vs fpa software when its time to make the switch comparison
- 2026-07-14Jirav xero advanced forecasting for xero connected firms blog
How it is countedHide how it is counted
Every page jirav.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.
Follow Jirav
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
Jirav is its own company.ShowHide
The company
Jirav is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- FP&A and Financial Forecasting Software; the financial planning and analysis solution for accounting firms and SMB's. An 'all-in-one' software for forecasting, budgeting and modeling.
- For
- Accounting Firms & Businesses; accounting firms and SMB's; accounting and CFO firms; small or medium business; small and midsize companies; modern accounting firms; VC-funded companies
- Price stated
- $100/month-$750/month jirav.com
- Starting price
- 100 jirav.com
- Customers named
- AcuityClosedLoop.aiCompass EastCreative PlanningEide BaillyForvisGrowthLabarkona
- Not stated on the pages read
- Free plan or trial, integrations, certifications, hosting
What Jirav's own pages state, read September 28, 2026: jirav.com, jirav.com/pricing, jirav.com/product/overview. 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 Jirav'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 Jirav, 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 Jirav by email, built from the raw record of the edition. It shows:
- where Jirav 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 Jirav, 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.