Small businessgoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 10 pointsNot ranked
1 category · Named, not rankedJuniper Square
3Judge labels
0First choices
1Negative labels
3 / 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
2 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Juniper Square was named 2 times in Board, where OnBoard led with 26%. 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-market82 of 99
0%2 labels
under the label threshold
Enterprise52 of 100
0%1 label
under the label threshold
In board · 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 Juniper Square 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 |
|---|---|---|---|---|---|---|---|
| Board and investor reporting | Planning and analysis | 0% | 82 of 99 | 50% | 2 | under 10 labels · led by OnBoard at 26% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, Juniper Square held within the floor in its one category: no change cleared 10 points.
Best category · Board · by segment
Mid-marketnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 78 of 95, unchanged
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 52 → 47 of 95
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Board | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 82 of 99, 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 Juniper Square 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 Juniper Square 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 | 1 | 0 | 0 | 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 | 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
Paraphrase3 labelsNone
Comparative0 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative3 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.
“Investor portal priority: Juniper Square or Visible.” Grok 4.1 Fast · Board · 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.
“Pricing is quote-only (starting ~$18K+/year), making it overkill for most mid-sized B2B companies” DeepSeek V4 Flash · Board · paraphrase prompt · soft negative
Named alongside
The products named in the same answers as Juniper Square, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Juniper Square was named but was not.ShowHide
Named alongside
The products named in the same answers as Juniper Square, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Juniper Square 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 Juniper Square. 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 3 of the 3 answers that named Juniper Square and are not a share of its labels.
Domains cited
getirwin.com3
qubit.capital3
g2.com2
gitnux.org2
lucid.now2
rillet.com2
thecfoclub.com2
visible.vc2
zipdo.co2
capboard.io1
Twenty-one of the twenty-one domain citations in answers naming Juniper Square came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on junipersquare.com
814
subdomains included
Content
645
counted in the table below
Documentation
0
Product · Integration
2 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 279 | 5 | 2026-09-23 | ||
| Podcast or video | 197 | 13 | 2026-09-22 | ||
| Case study | 55 | 0 | 2026-05-13 | ||
| News or press | 51 | 3 | 2026-09-23 | ||
| Report or ebook | 46 | 1 | 2026-07-08 | ||
| Webinar or virtual event | 15 | 1 | 2026-08-13 | ||
| Conference or event | 2 | 0 | 2024-12-18 |
Most recent
- 2026-09-23Introducing capital intelligence blog
- 2026-09-23Introducing capital intelligence news or press
- 2026-09-22Russ flicker podcast or video
- 2026-09-18How ai is reshaping the lp experience blog
- 2026-09-18How i invest partnership news or press
- 2026-09-16How juniper square runs on ai blog
How it is countedHide how it is counted
Every page junipersquare.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 Juniper Square
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
Juniper Square is its own company.ShowHide
The company
Juniper Square is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The fund operating system built for the agentic era.
- For
- private markets GPs
- Certifications
- SOC 1 Type 2SOC 2 Type 2CCPAGDPRISO/IEC 27001:2022ISO/IEC 27017:2015ISO/IEC 27018:2019ISO/IEC 27701:2019
- Customers named
- Tishman SpeyerSatori CapitalAvanath Capital ManagementBeacon CapitalFelicisGreystarApexOne Investment PartnersCostanoa
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, hosting
What Juniper Square's own pages state, read October 6, 2026: junipersquare.com, trust.junipersquare.com, junipersquare.com/learn-more/platform, junipersquare.com/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 Juniper Square'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 Juniper Square, 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 Juniper Square by email, built from the raw record of the edition. It shows:
- where Juniper Square 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 Juniper Square, 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.