# Spectrum Business: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/spectrum-business

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Business phone systems](https://www.gane.ai/index/it/operations/business-phone-systems/index.md) | 0% | 71 | 100% | 1 |

## And against it

- "ISP-bundled phone services like Comcast or Spectrum are not recommended for new installations in 2026" (Claude Haiku 4.5, Business phones)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| 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 | 0 | 0 |
| 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 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Spectrum Business, from 3 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- ais-now.com: 1
- capterra.com: 1
- cbc.ca: 1
- cloudian.com: 1
- comparitech.com: 1
- crazyegg.com: 1
- encompassit.com: 1
- erbis.com: 1
- ftc.gov: 1
- g2.com: 1

### Pages cited

- https://ais-now.com/blog/why-some-businesses-hate-their-voip-phone-system: 1
- https://capterra.com/p/215555/Clarity-Business-Phone-System/reviews: 1
- https://capterra.com/p/251136/Cloud-Phone-System/reviews: 1
- https://cbc.ca/news2/background/tech/complaints.html: 1
- https://cloudian.com/guides/object-storage/top-8-object-storage-systems-for-long-term-data-retention: 1
- https://comparitech.com/identity-theft-protection/scams: 1
- https://crazyegg.com/blog/best-business-phone-systems: 1
- https://encompassit.com/post/how-to-choose-a-phone-system-that-won-t-fail-your-team: 1

## What it publishes

Every page spectrum.com exposes, read 2026-09-29: 6668 addresses. By kind, pages and the last 90 days:

- blog: 106 pages, 0 in the last 90 days, latest undated
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 181 pages, 0 in the last 90 days, latest undated
- news or press: 2 pages, 0 in the last 90 days, latest undated

## Record

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