# Billingbooth: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/finance/vendors/billingbooth

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Telecom expense management](https://www.gane.ai/index/finance/spend/telecom-expense-management/index.md) | 0% | 97 | 100% | 2 |

## And against it

- "niche ones like Billingbooth, Cimpl/Upland Cimpl, Softeligent): These often have zero or very few verified reviews." (Grok 4.20, Telecom expense mgmt)
- "Platforms with very few or zero verified reviews, e.g., Billingbooth with 0 reviews on Software Advice UK, make independent validation difficult." (Muse Glimmer 30B, Telecom expense mgmt)

## 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 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Billingbooth, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- capterra.ae: 3
- g2.com: 3
- softwareadvice.co.uk: 3
- capterra.com: 2
- getapp.com: 2
- getapp.za.com: 2
- softwareadvice.com: 2
- softwareadvice.com.au: 2
- bbb.org: 1
- capterra.ca: 1

### Pages cited

- https://capterra.ae/directory/30112/telecom-expense-management/software: 3
- https://softwareadvice.co.uk/directory/4541/telecom-expense-management/software: 3
- https://g2.com/categories/telecom-expense-management-tem-solutions: 2
- https://g2.com/products/calero-calero/reviews: 2
- https://getapp.com/it-communications-software/telecom-expense-management: 2
- https://getapp.za.com/directory/293/telecom-expense-management/software: 2
- https://softwareadvice.com.au/directory/4541/telecom-expense-management/software: 2
- https://bbb.org/us/fl/altamonte-springs/profile/telecommunications/auditel-inc-0733-4002570: 1

## 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.