| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Cash flow forecasting | Treasury and cash | 2% | 23 of 101 | 44% | 9 | under 10 labels · led by Agicap at 13% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Cash flow forecasting | 2% | 2% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 19 → 23 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
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 2 | 2 |
| Perplexity Sonar | 1 | 0 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| 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 |
Verbatim evidence the judge attached to positive labels.
“the best choice is usually Xero or Quicken Business & Personal” Perplexity Sonar · Cash flow forecasting · budget prompt · first choice
“their native cash flow reports or apps like Float's basic integration can suffice short-term” Grok 4.1 Fast · Cash flow forecasting · budget prompt · alternative
“Xero's standard plan starts around $13–$45/month and includes basic forecasting dashboards.” DeepSeek V4 Flash · Cash flow forecasting · budget prompt · alternative
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.
“basic Xero forecasting modules... they are notoriously limited for forward-looking operational decisions” Gemini 3.5 Flash · Cash flow forecasting · negative prompt · soft negative
“Offers a native "Forecast Cash Flow" report, though it is more basic than third-party tools like Float.” Qwen 3.7 Flash · Cash flow forecasting · budget prompt · soft negative
“Mid-market companies typically outgrow basic accounting tools (like QuickBooks or Xero)” Gemini 3.5 Flash · Cash flow forecasting · direct prompt · soft negative
“However, this is primarily an accounting platform with basic cash flow features.” Claude Haiku 4.5 · Cash flow forecasting · budget prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 25 of the 27 answers that named Xero Cash Flow Forecasting and are not a share of its labels.
Eighty-seven of the ninety-eight domain citations in answers naming Xero Cash Flow Forecasting came from somebody else's page.
Pages are listed as the models cited them.
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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Report or ebook | 2,896 | undated | |||
| Glossary or explainer | 1,248 | undated | |||
| Blog | 1,175 | 8 | 2026-09-18 | ||
| Conference or event | 1,053 | 1 | 2026-09-10 | ||
| Template or tool | 806 | undated | |||
| Case study | 533 | undated | |||
| News or press | 245 | 4 | 2026-09-28 | ||
| Comparison | 139 | undated | |||
| Podcast or video | 61 | 0 | 2021-09-21 | ||
| Webinar or virtual event | 6 | undated |
As the event pages on xero.com state them, read September 28, 2026.
Every page xero.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.
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.
What Xero Cash Flow Forecasting's own pages state, read October 5, 2026: xero.com, xero.com/pricing-plans, xero.com/security, xero.com/uk/accounting-software/payroll/features, xero.com/small-businesses/customers. A claimed page can correct any of them.
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 Xero Cash Flow Forecasting'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 Xero Cash Flow Forecasting, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Xero Cash Flow Forecasting by email, built from the raw record of the edition. It shows: