# Kumulos: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/kumulos

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Retail, proximity and IoT marketing](https://www.gane.ai/index/gtm/marketing/retail-proximity-and-iot-marketing/index.md) | 0% | 51 | 0% | 3 |
| [Mobile apps](https://www.gane.ai/index/gtm/marketing/mobile-apps/index.md) | 0% | 77 | 0% | 1 |

## What the models said for it

- "Kumulos is a mobile marketing platform for app developers that includes push notifications, in-app messaging, and app store optimization features" (Claude Haiku 4.5, Mobile apps)
- "SMB → Kumulos/Flame Analytics" (MiniMax M2.5, Proximity)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| 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 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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 Kumulos, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- f6s.com: 7
- thecmo.com: 6
- g2.com: 5
- slashdot.org: 5
- sourceforge.net: 5
- axiobench.com: 4
- clevertap.com: 4
- verifiedmarketresearch.com: 4
- beaconzone.co.uk: 3
- clicksgeek.com: 3

### Pages cited

- https://f6s.com/software/category/proximity-marketing: 7
- https://g2.com/categories/mobile-marketing/f/proximity-marketing: 5
- https://thecmo.com/tools/best-proximity-marketing-software: 5
- https://axiobench.com/best/proximity-marketing-software: 4
- https://clevertap.com/blog/best-geofencing-marketing-platforms: 4
- https://g2.com/categories/location-based-marketing: 4
- https://verifiedmarketresearch.com/blog/top-proximity-marketing-companies: 4
- https://beaconzone.co.uk/solutionsdirectory: 3

## In its own words

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

- Certifications: ISO 27001, GDPR, CCPA, CREST, SOC 2 Type II
- Hosting: EU/US

## What it publishes

Every page optimove.com exposes, read 2026-09-29: 4642 addresses. By kind, pages and the last 90 days:

- blog: 791 pages, 0 in the last 90 days, latest undated
- case study: 53 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 5 pages, 0 in the last 90 days, latest undated
- conference or event: 4 pages, 0 in the last 90 days, latest undated
- report or ebook: 42 pages, 0 in the last 90 days, latest undated
- comparison: 18 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 1051 pages, 0 in the last 90 days, latest undated
- podcast or video: 24 pages, 0 in the last 90 days, latest undated

## Record

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