# Pumble: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/pumble

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [In-app messaging and customer communications](https://www.gane.ai/index/gtm/customer/in-app-messaging-and-customer-communications/index.md) | 2% | 11 | 0% | 4 |

## What the models said for it

- "Start with Pumble (free) or Chanty ($3/user/mo) – both offer excellent value" (MiniMax M2.5, In-app messaging)
- "For the absolute lowest price per user, Pumble is hard to beat." (Mistral Small, In-app messaging)

## 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 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 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 Pumble, from 13 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- cometchat.com: 7
- rock.so: 7
- github.com: 6
- dupple.com: 5
- ringcentral.com: 5
- trtc.io: 4
- zdnet.com: 4
- getapp.com: 3
- pushwoosh.com: 3
- reddit.com: 3

### Pages cited

- https://cometchat.com/blog/in-app-messaging-tools: 6
- https://github.com/ishandutta2007/Awesome-In-App-Direct-Messaging: 6
- https://rock.so/blog/instant-messaging-apps: 6
- https://dupple.com/learn/best-in-app-messaging-tools: 5
- https://zdnet.com/article/best-business-messaging-apps: 4
- https://pushwoosh.com/blog/best-in-app-messaging-platforms: 3
- https://breakroomapp.com/blog/best-team-chat-apps-for-small-business: 2
- https://clickup.com/blog/instant-messaging-apps: 2

## The company

Pumble; https://pumble.com/; founded 2020; part of CAKE.com. From Wikidata, fetched 2026-09-14.

## In its own words

What Pumble's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Free Chat & Communication App for Teams (https://pumble.com/)
- For: teams (https://pumble.com/)
- Price stated: Free forever with unlimited users and message history. Paid plans available for advanced organization, administration, control, and security. (https://pumble.com/)
- Starting price: 0 (https://pumble.com/)
- Free plan or trial: Free forever (https://pumble.com/)
- Integrations claimed: 3000 (https://pumble.com/integrations)
- Certifications: SOC 2, GDPR
- Customers named: Pitchfork Solutions, TELOS, Nerd Evolution, Eden Industries, Kreativ Alchemy, Toontuloon, Raleigh Aeromasters

## What it publishes

Every page pumble.com exposes, read 2026-09-29: 1210 addresses. By kind, pages and the last 90 days:

- blog: 199 pages, 1 in the last 90 days, latest 2026-07-21
- case study: 14 pages, 0 in the last 90 days, latest undated
- conference or event: 4 pages, 0 in the last 90 days, latest 2025-11-06
- comparison: 54 pages, 1 in the last 90 days, latest 2026-07-03
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 154 pages, 8 in the last 90 days, latest 2026-09-02
- Recent: 2026-09-02 glossary or explainer: Moving your team from google chat to pumble https://pumble.com/learn/pumble/moving-your-team-from-google-chat-to-pumble
- Recent: 2026-08-25 glossary or explainer: Google drive integration https://pumble.com/learn/pumble/google-drive-integration
- Recent: 2026-08-19 glossary or explainer: Ai automation guide https://pumble.com/learn/pumble/ai-automation-guide
- Recent: 2026-08-18 glossary or explainer: File sharing https://pumble.com/learn/pumble/file-sharing
- Recent: 2026-07-27 glossary or explainer: Jira integration guide https://pumble.com/learn/pumble/jira-integration-guide
- Recent: 2026-07-21 blog: Vendor communication https://pumble.com/blog/vendor-communication

## 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.