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 rankedCompass AI
2Judge labels
0First choices
0Negative labels
2 / 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. Compass AI was named 2 times in Financial modeling, where Microsoft Excel led with 14%. 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-market24 of 77
0%2 labels
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In financial modeling · 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 Compass AI 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 modeling and scenario planning | Planning and analysis | 0% | 24 of 77 | 0% | 2 | under 10 labels · led by Microsoft Excel at 14% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, Compass AI held within the floor in its one category: no change cleared 10 points.
Best category · Financial modeling · by segment
Mid-marketnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 23 of 75, unchanged
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Financial modeling | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 24 of 77, 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 Compass AI 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 Compass AI 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 | 1 | 0 | 0 | 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
Paraphrase0 labelsNone
Comparative0 labelsNone
Budget-constrained2 labelsNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative2 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.
“Compass AI leads for SMBs and fractional CFOs seeking AI-powered forecasting at an accessible price point, starting at $49/month” Claude Haiku 4.5 · Financial modeling · budget prompt · alternative
“Alternative Worth Considering: Compass AI” DeepSeek V4 Flash · Financial modeling · budget 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 Compass AI, over the 2 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Compass AI was named but was not.ShowHide
Named alongside
The products named in the same answers as Compass AI, over the 2 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Compass AI 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 Compass AI. 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 2 of the 2 answers that named Compass AI and are not a share of its labels.
Domains cited
autymate.com2
compassapp.aiYour site2
datarails.com2
drivetrain.ai2
abacum.ai1
aimadefor.com1
barchart.com1
baremetrics.com1
cubesoftware.com1
edzeb.com1
Twelve of the fourteen domain citations in answers naming Compass AI 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 compassapp.ai
51
subdomains included
Content
29
counted in the table below
Documentation
5
Product · Integration
0 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 15 | 0 | 2026-04-24 | ||
| Report or ebook | 8 | 0 | 2026-03-10 | ||
| Comparison | 5 | 0 | 2026-01-29 | ||
| Glossary or explainer | 1 | undated |
Most recent
- 2026-04-24Real time financial intelligence smb client expectations 2026 blog
- 2026-04-24Cpa firm playbook scaling advisory without hiring blog
- 2026-03-10Ai adoption in accounting and finance 2026 statistics report or ebook
- 2026-03-06How to price client advisory services at your cpa firm 2026 report or ebook
- 2026-03-05How to price fractional cfo services in 2026 report or ebook
- 2026-02-24How to scale cas practice without hiring report or ebook
How it is countedHide how it is counted
Every page compassapp.ai 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. Read September 29, 2026.
Follow Compass AI
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
Compass AI is its own company.ShowHide
The company
Compass AI is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- One platform for financial work
- For
- advisory firms and the businesses they serve
- Price stated
- $29 / company / month. One company. Every feature. Standard AI usage.; $99 / company / month. One company. Every feature. Five times the AI usage.; $99 + $19 / client company. The hub for advisory firms. Every client keeps its own memory; you get the view across all of them. compassapp.ai
- Starting price
- 29 compassapp.ai
- Free plan or trial
- 14-day trial, every feature·No credit card·Read-only access·Your data stays yours compassapp.ai
- Integrations claimed
- 34 compassapp.ai/integrations
- Hosting
- the USthe EU
- Customers named
- PontaHROut in TechŽLU Krk
- Not stated on the pages read
- Certifications
What Compass AI's own pages state, read October 6, 2026: compassapp.ai, compassapp.ai/pricing, compassapp.ai/security, compassapp.ai/integrations. 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 Compass AI'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 Compass AI, 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 Compass AI by email, built from the raw record of the edition. It shows:
- where Compass AI 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 Compass AI, 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.