# Vic.ai: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 39 judge labels across 2 categories by 14 of 14 models. Page: https://www.gane.ai/index/finance/vendors/vic-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI accounting assistants](https://www.gane.ai/index/finance/accounting/ai-accounting-assistants/index.md) | 4% | 6 | 6% | 33 |
| [Accounts payable automation](https://www.gane.ai/index/finance/spend/accounts-payable-automation/index.md) | 0% | 20 | 0% | 6 |

## What the models said for it

- "Best For: Mid-market companies with high invoice volume (1,000+ invoices/month) and multi-entity structures." (Gemini 3.5 Flash, AI accounting assistants)
- "Start with a free trial based on your pain points (e.g., Vic.ai for AP headaches)." (Grok 4.20, AI accounting assistants)
- "Best for AP & Autonomous Invoice Processing: Vic.ai" (Gemini 3.5 Flash, AI accounting assistants)
- "Heavy accounts-payable volume | Vic.ai alongside your accounting system | Designed for autonomous invoice processing rather than full bookkeeping." (Perplexity Sonar, AI accounting assistants)

## And against it

- "avoid expensive, fully managed AI bookkeeping services (like Zeni or Vic.ai, which cost $200–$500+ per month)" (Gemini 3.5 Flash, AI accounting assistants)
- "Avoid purely free trials (like some from Botkeeper or Vic.ai) for ongoing use" (Grok 4.20, AI accounting assistants)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 2 | 3 | 1 | 1 | 7 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 1 | 1 | 1 | 1 | 4 |
| Mistral Small | 0 | 1 | 2 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 3 | 0 | 0 | 3 |
| Kimi K2 | 0 | 2 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 2 | 2 | 0 | 4 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 2 | 0 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named Vic.ai, from 82 of the 87 answers that named it (only the models that return a source list).

### Domains cited

- resources.rework.com: 47
- zeni.ai: 22
- g2.com: 18
- rillet.com: 17
- capterra.com: 16
- dualentry.com: 15
- geekflare.com: 15
- gotofu.com: 14
- maxima.ai: 14
- vic.ai: 14 (its own site)

### Pages cited

- https://resources.rework.com/tools/ai-agents/best-ai-agents-for-accounting-2026: 17
- https://zeni.ai/blog/best-ai-accounting-software: 17
- https://geekflare.com/software/best-ai-accounting-tools: 14
- https://intuit.com/blog/innovative-thinking/best-ai-accounting-software-tools: 12
- https://dualentry.com/blog/best-ai-accounting-software: 11
- https://rillet.com/blog/5-best-accounting-software-solutions-medium-sized-businesses: 11
- https://atozaiaccounting.com/directory: 10
- https://capterra.com/resources/top-ai-accounting-tools: 10

## In its own words

What Vic.ai's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: AP Automation Software | AI-First Invoice Processing (https://vic.ai/)
- For: CFOs, Controllers, and AP Managers (https://vic.ai/)
- Customers named: Stonewall Kitchen, Diesel Direct, vTrips, BHI-New, CNRG, Crown Crafts, The CHE Companies, HallKeen Management

## What it publishes

Every page vic.ai exposes, read 2026-09-29: 518 addresses. By kind, pages and the last 90 days:

- blog: 170 pages, 0 in the last 90 days, latest 2026-02-05
- case study: 22 pages, 0 in the last 90 days, latest 2025-06-06
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest 2025-11-16
- conference or event: 1 pages, 0 in the last 90 days, latest 2022-06-08
- comparison: 2 pages, 0 in the last 90 days, latest 2025-06-17
- template or tool: 3 pages, 0 in the last 90 days, latest 2024-07-18
- glossary or explainer: 15 pages, 0 in the last 90 days, latest 2026-05-27
- podcast or video: 22 pages, 0 in the last 90 days, latest 2026-02-20
- news or press: 105 pages, 1 in the last 90 days, latest 2026-08-06
- Recent: 2026-08-06 news or press: Vic ai partners with increase to power vicpay https://www.vic.ai/news/vic-ai-partners-with-increase-to-power-vicpay
- Recent: 2026-05-27 glossary or explainer: 10104568 payments views https://help.vic.ai/en/articles/10104568-payments-views
- Recent: 2026-04-15 news or press: Black diamond advisory announces strategic partnership with vic ai https://www.vic.ai/news/black-diamond-advisory-announces-strategic-partnership-with-vic-ai
- Recent: 2026-02-20 podcast or video: Vicpay video https://www.vic.ai/resources/videos/vicpay-video
- Recent: 2026-02-05 blog: Ai adoption is accelerating but trust is the currency https://www.vic.ai/blog/ai-adoption-is-accelerating-but-trust-is-the-currency
- Recent: 2026-02-03 podcast or video: Invoice processing video https://www.vic.ai/resources/videos/invoice-processing-video

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.