Cash flow forecasting · RankedCash Flow Frog
Cash Flow Frog is cash flow forecasting and scenario planning software for businesses that are growing and want to plan ahead rather than only report on the past · cashflowfrog.com ↗
Strongest at small business. Thin evidence at enterprise: three labels.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Float is first at 24%.
Agicap is first at 17%. 0 of 14 models made it the first choice when asked directly.
Kyriba is first at 34%.
Why models recommend it
“Best low-cost automation: Cash Flow Frog (starts around $55/month, 14-day free trial, auto-syncs with most accounting platforms)”GLM 4.7 FlashX · Budget-constrained question · first choice
“the best cash flow forecasting software is usually Float or Cash Flow Frog”GPT-5.4 mini · Budget-constrained question · first choice
“Start with Float or Cash Flow Frog for ease and affordability.”Grok 4.20 · Comparative question · first choice
“Cash Flow Frog (Best Overall for Budget-Friendly Automation)”Grok 4.20 · Budget-constrained question · first choice
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Cash Flow Frog, over the 68 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 61 | 15 | View → | |
| 32 | 13 | Compare → | |
| 32 | 2 | View → | |
| 24 | 0 | View → | |
| 18 | 1 | View → | |
| 17 | 1 | View → | |
| 17 | 0 | View → | |
| 14 | 1 | Compare → | |
| 13 | 0 | View → | |
| 12 | 0 | View → |
What the models named instead of Cash Flow Frog →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Cash Flow Frog's own site, not checked by Gane.
- For
- businesses actively growing, not just reporting on the past
- Price stated
- lowPrice 33.00 USD
- Starting price
- 33.00
- Free plan or trial
- 14-day free trial
- Integrations
- 8 · 9 (its own pages disagree)
- Certifications
- ISO 27001, GDPR, PCI DSS
- Customers named
- Publish Your Gift®, Hughes Engineering, PLLC, Albion Bookkeeping & Consulting, Future Cash Insight
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 68 of the 68 answers that named Cash Flow Frog and are not a share of its labels.
Domains cited
226 of the 266 domain citations in answers naming Cash Flow Frog came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 1 | 1 | 0 | 0 | 2 |
| Grok 4.20 | 2 | 1 | 0 | 0 | 3 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 2 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 144 | 4 | 2026-08-28 | Cash flow forecasting, Financial consolidation | |
| Glossary or explainer | 110 | 0 | 2025-07-22 | ||
| Comparison | 18 | 1 | 2026-08-28 | Cash flow forecasting | |
| Template or tool | 1 | undated |
Most recent
- 2026-08-28How to forecast cash flow in odoo blog
- 2026-08-28Odoo cash flow statement vs forecast comparison
- 2026-08-28Odoo multi company cash flow consolidation blog
- 2026-08-28Cash flow forecasting software for odoo blog
- 2026-07-16How to calculate profit margin blog
- 2026-01-15How to calculate free cash flow blog
How it is countedHide how it is counted
Every page cashflowfrog.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. Read September 29, 2026.