4 categories · Named, not rankedStuut
Stuut is an AI-powered accounts receivable automation platform that handles the order-to-cash process, from collections to payment matching, including cash application · stuut.ai ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Stuut has 9.
Why models recommend it
“Choose Stuut if maximum autonomous processing and rapid implementation are more important”Perplexity Sonar · Paraphrase question · alternative
“Needs fast deployment with ML-based matching (mid-market) | Upflow or Stuut”DeepSeek V4 Flash · Comparative question · alternative
“Billtrust and Stuut are more approachable for smaller teams”Grok 4.20 · Comparative question · alternative
“Claims 95%+ automated matching, 3-4 day API implementation”MiniMax M2.5 · Comparative question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Stuut, over the 17 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 15 | 7 | View → | |
| 12 | 0 | View → | |
| 9 | 1 | View → | |
| 7 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 2 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Stuut's own site, not checked by Gane.
- For
- Enterprise customers
- Price stated
- Shield Standard is 10% on top of your platform fee. Shield BYOK is 20%.
- Starting price
- 0
- Certifications
- SOC 2, GDPR, CCPA, HIPAA, PCI DSS
- Customers named
- ZoomInfo, Bishop Lifting, Perkin Elmer, EZG Manufacturing, PerkinElmer, Ally Logistics, Action Elevator, HiBid
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 17 of the 17 answers that named Stuut and are not a share of its labels.
Domains cited
Fifty-one of the sixty-eight domain citations in answers naming Stuut 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 | 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 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| 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 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Report or ebook | 179 | undated | Cash application, Accounts receivable auto | ||
| Blog | 37 | undated | Cash application | ||
| Comparison | 20 | undated | |||
| Case study | 9 | 8 | 2026-09-15 | ||
| Glossary or explainer | 3 | undated | |||
| Template or tool | 1 | undated |
Most recent
- 2026-09-15Zoominfo case study
- 2026-09-14Ally logistics case study
- 2026-09-10Action Elevator Unlocks Up to $1M Monthly Cash | Stuut case study
- 2026-09-10Bishop Lifting Reduces Overdue AR by 35% | Stuut case study
- 2026-09-10EZG Collects $11.67M and Cuts DSO by 5 Days | Stuut case study
- 2026-09-10Hibid case study
How it is countedHide how it is counted
Every page stuut.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.