# Valicom: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/finance/vendors/valicom

## 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% | 37 | 0% | 3 |

## What the models said for it

- "Praised for solving the "work" problem — the day-to-day operational grind that other platforms skip." (DeepSeek V4 Flash, Telecom expense mgmt)
- "Top Options: SpyGlass, Bluewave, and Valicom." (Gemini 3.5 Flash, Telecom expense mgmt)
- "with Valicom as a hybrid alternative" (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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 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 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Valicom, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 4
- getapp.com: 4
- guideflow.com: 4
- valicomtech.com: 4 (its own site)
- capterra.in: 3
- gartner.com: 3
- mindglobal.com: 3
- softwareadvice.com: 3
- axiobench.com: 2
- cbinsights.com: 2

### Pages cited

- https://capterra.com/resources/best-telecom-expense-management-software-review-analysis: 4
- https://guideflow.com/blog/telecom-expense-software: 4
- https://capterra.in/directory/30112/telecom-expense-management/software: 3
- https://gartner.com/reviews/market/telecom-expense-management-services-global: 3
- https://getapp.com/it-communications-software/telecom-expense-management: 3
- https://mindglobal.com/best-telecom-expense-management-providers: 3
- https://softwareadvice.com/telecom-expense-management: 3
- https://valicomtech.com/blog/10-best-telecom-expense-management-software-in-2026: 3

## In its own words

What Valicom's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Telecom Expense Management For Enterprises (https://valicomtech.com/)
- For: enterprises (https://valicomtech.com/)

## What it publishes

Every page valicomtech.com exposes, read 2026-10-05: 108 addresses. By kind, pages and the last 90 days:

- blog: 81 pages, 8 in the last 90 days, latest 2026-09-29
- case study: 4 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 1 in the last 90 days, latest 2026-08-24
- glossary or explainer: 2 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-29 blog: Telecom expense management healthcare https://valicomtech.com/blog/telecom-expense-management-healthcare/
- Recent: 2026-09-22 blog: Tem delivery models guide https://valicomtech.com/blog/tem-delivery-models-guide/
- Recent: 2026-09-09 blog: 10 best telecom expense management software in 2026 https://valicomtech.com/blog/10-best-telecom-expense-management-software-in-2026/
- Recent: 2026-09-01 blog: Top telecom expense management companies in 2026 https://valicomtech.com/blog/top-telecom-expense-management-companies-in-2026/
- Recent: 2026-08-24 comparison: Tangoe alternatives https://valicomtech.com/blog/tangoe-alternatives/
- Recent: 2026-08-17 blog: Exa capital named to the inc 5000 list https://valicomtech.com/blog/exa-capital-named-to-the-inc-5000-list/

## 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.