Small business=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 17 → 21 of 100
1 category · RankedDryrun
25Judge labels
1First choices
5Negative labels
11 / 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.
Best standing
0% in Cash flow forecasting for small business buyers
Rank 62 of 101 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 38% of its 8 labels there were negative.
By buyer segmentRead the same way at every buyer size.
Small business22 of 107
0%10 labels
accepted challenger
Mid-market62 of 101
0%8 labels
under the label threshold
Enterprise101 of 107
0%2 labels
under the label threshold
In cash flow forecasting · 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 Dryrun 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 |
|---|---|---|---|---|---|---|---|
| Cash flow forecasting | Treasury and cash | 0% | 62 of 101 | 38% | 8 | under 10 labels · led by Agicap at 13% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Dryrun held within the floor in its one category: no change cleared 10 points.
Best category · Cash flow forecasting · by segment
Mid-market=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 30 → 56 of 96
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 73 → 90 of 97
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Cash flow forecasting | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 30 → 62 of 101 |
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 Dryrun 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 Dryrun 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 | 1 | 1 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |
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
Direct3 labelsNone
Paraphrase4 labels1
Comparative7 labelsNone
Budget-constrained1 labelNone
Scale-constrained4 labelsNone
Negative6 labelsNone
First choiceAlternativeMentionNegative25 labels in all, every segment counted; 1 of the 1 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.
“Dryrun is called out as the easier entry for repeatable driver-based scenarios with traceable reporting” Muse Glimmer 30B · Cash flow forecasting · comparative prompt · alternative
“Best for: Operational cash questions and scenario modeling” MiniMax M2.5 · Cash flow forecasting · 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.
“products such as Float, Helm, Dryrun, and Cash Flow Frog are described as good within a narrow scope” Perplexity Sonar · Cash flow forecasting · negative prompt · soft negative
“G2 comparison feedback calls the product *expensive for small startups or mid-range organizations.*” Muse Glimmer 30B · Cash flow forecasting · negative prompt · soft negative
“Dryrun's integrations and real-time data integration are not always robust” Claude Haiku 4.5 · Cash flow forecasting · negative prompt · soft negative
Named alongside
The products named in the same answers as Dryrun, over the 25 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Dryrun was named but was not.ShowHide
Named alongside
The products named in the same answers as Dryrun, over the 25 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Dryrun 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 Dryrun. 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 22 of the 25 answers that named Dryrun and are not a share of its labels.
Domains cited
tesorio.com11
floatapp.com10
drivetrain.ai9
quicken.com9
cubesoftware.com8
fathomhq.com8
guideflow.com8
dryrun.comYour site7
cashflowfrog.com6
clockwork.ai5
Seventy-four of the eighty-one domain citations in answers naming Dryrun came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
dryrun.com is not in Google's top ten for any of the category's searches. In the answers, Dryrun takes 0% of first choices and Agicap takes 13%.ShowHide
Search and answers
dryrun.com is not in Google's top ten for any of the category's searches. In the answers, Dryrun takes 0% of first choices and Agicap takes 13%.
ShowHideIn search
Google, US estimatesPosition for “cash forecasting tools”
–
not in the top ten
Position for “cash flow forecasting software”
–
not in the top ten
- Searches for its name, Google
- 4,400 a month (“dryrun”)
- AI search demand for its name, est.
- 6 a month
- Organic visits to its site
- about 4,556 a month
- Searches its site ranks for
- 694 · 71 in the top three
- Sites linking to it
- 605
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
Ads on Google
None found in Google's ad transparency records for the US
In answers
This editionShare of first choices
0%
rank 62 of 101 in cash flow forecasting
Segment leader
13%
Agicap
- First choices
- 1 across its categories
- Named in
- 25 answers
- Its own site cited
- in 22 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 dryrun.com
267
subdomains included
Content
242
counted in the table below
Documentation
0
Product · Integration
8 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 191 | 93 | 2026-09-28 | Cash flow forecasting, Accounting software | |
| Glossary or explainer | 28 | 2 | 2026-08-06 | ||
| Comparison | 16 | 16 | 2026-08-06 | Cash flow forecasting | |
| Case study | 6 | 5 | 2026-08-06 | ||
| Conference or event | 1 | undated |
Most recent
- 2026-09-28Stop trusting your ledger how transaction level ar ap timing fixes cash flow forecasting blog
- 2026-09-25From scope creep to cash crunch how to eliminate cash bottlenecks between milestones blog
- 2026-09-21Strategic agility over status quo pacing organizational change through fractional talent blog
- 2026-09-05The 3 ms of cash flow blog
- 2026-08-17How do top cfos handle cash flow visibility a pragmatic playbook for complex operations blog
- 2026-08-17You dont have a revenue problem you have a cash flow timing problem blog
How it is countedHide how it is counted
Every page dryrun.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 Dryrun
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
Dryrun is its own company.ShowHide
The company
Dryrun is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Cash flow forecasting software for the CFO
- For
- CFOs and finance teams
- Free plan or trial
- trial periods dryrun.com/features/reporting
- Customers named
- Charter & Co.WondersauceUmaultPulp Studios Inc.Unthinkable
- Not stated on the pages read
- Price, starting price, integrations, certifications, hosting
What Dryrun's own pages state, read September 28, 2026: dryrun.com, dryrun.com/features/reporting, dryrun.com/blog-categories/case-studies. 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 Dryrun'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 Dryrun, 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 Dryrun by email, built from the raw record of the edition. It shows:
- where Dryrun 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 Dryrun, 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.