6 categories · RankedRillet
Rillet is an AI-native ERP and accounting system built for SaaS companies · rillet.com ↗
Strongest at mid-market. Not named at small business.
The standing depends on who is buying. Every model is asked the same questions for each company size.
No model named it for this buyer.
Zoho Books is first at 23%. 6 of 14 models made it the first choice when asked directly.
Vic.ai is first at 15%.
Why models recommend it
“Rillet leads the AI-native category for mid-sized firms, pairing a real-time general ledger with Aura AI agents”Claude Haiku 4.5 · Paraphrase question · first choice
“the strongest general recommendation is Rillet if you are willing to adopt an AI-native accounting platform”Perplexity Sonar · Paraphrase question · first choice
“Best All-Around AI-Native Solution: Rillet ... frequently cited as the leader for mid-sized firms”Qwen 3.7 Flash · Direct question · first choice
“Rillet stands out as the best AI bookkeeping tool for a mid-market B2B company”Grok 4.20 · Direct question · first choice
What gives them pause
“emerging for AI-driven automation but are newer and less battle-tested”Grok 4.20 · Paraphrase question · warning
“Rillet only makes sense if you are replacing the ERP too.”Muse Glimmer 30B · Comparative question · warning
Also on the shortlist
The products named in the same answers as Rillet, over the 50 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 22 | 6 | Compare → | |
| 21 | 4 | View → | |
| 18 | 1 | Compare → | |
| 15 | 2 | Compare → | |
| 12 | 2 | Compare → | |
| 10 | 2 | View → | |
| 10 | 2 | View → | |
| 10 | 0 | View → | |
| 9 | 1 | View → | |
| 8 | 0 | Compare → |
What the models named instead of Rillet →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Rillet's own site, not checked by Gane.
- For
- Series A through pre-IPO SaaS companies with $5M–$200M+ ARR that are outgrowing QuickBooks or looking for a NetSuite alternative.
- Price stated
- Enterprise pricing — request a demo for a custom quote
- Hosting
- US
- Customers named
- Jump, Scribe, Haus, Windsurf, VSee, Lunai Bioworks, Highway, Halcyon
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 50 of the 50 answers that named Rillet and are not a share of its labels.
Domains cited
Ninety-three of the 132 domain citations in answers naming Rillet came from a third party's page. Seven were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 1 | 2 | 1 | 0 | 4 |
| Grok 4.20 | 1 | 0 | 0 | 1 | 2 |
| Mistral Small | 1 | 1 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 2 | 0 | 2 | 0 | 4 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 1 | 1 | 2 | 0 | 4 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 0 | 2 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 197 | 89 | 2026-09-28 | Revenue recognition, Accounting software | |
| Case study | 23 | undated | |||
| Comparison | 22 | 9 | 2026-09-21 | ||
| Webinar or virtual event | 9 | undated | |||
| Glossary or explainer | 8 | 4 | 2026-09-28 | ||
| Conference or event | 1 | 1 | 2026-08-17 | ||
| Template or tool | 1 | 1 | 2026-09-28 |
Most recent
- 2026-09-28100m series c blog
- 2026-09-28Accounts receivable automation blog
- 2026-09-28Agentic erp finance guide blog
- 2026-09-28Claude excel finance blog
- 2026-09-28Flexible gaap reporting guide saas finance teams blog
- 2026-09-28Inside the raab methodology the rubric we use to grade ai on accounting blog
How it is countedHide how it is counted
Every page rillet.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.