# TalkJS: 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/talkjs

## 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) | 0% | 43 | 25% | 4 |

## What the models said for it

- "Best For: Marketplaces (buyer-to-seller chat), ed-tech, and B2B SaaS platforms." (Gemini 3.5 Flash, In-app messaging)
- "For teams wanting a pre‑built inbox: TalkJS or CometChat." (GLM 4.7 FlashX, In-app messaging)
- "Fastest time-to-market with pre-built UI components" (Kimi K2, In-app messaging)

## And against it

- "TalkJS at $239/month (annual) is the cheapest pre-built UI option for production, but it still exceeds a "limited budget"" (DeepSeek V4 Flash, 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 | 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 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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 TalkJS, from 13 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- talkjs.com: 11 (its own site)
- github.com: 9
- cometchat.com: 8
- trtc.io: 8
- getstream.io: 7
- dupple.com: 5
- sendbird.com: 5
- g2.com: 4
- guideflow.com: 4
- productfruits.com: 4

### Pages cited

- https://github.com/ishandutta2007/Awesome-In-App-Direct-Messaging: 9
- https://talkjs.com/compare/best-chat-apis: 7
- https://dupple.com/learn/best-in-app-messaging-tools: 5
- https://talkjs.com/compare: 5
- https://guideflow.com/blog/chat-api-software: 4
- https://productfruits.com/blog/best-in-app-messaging-platforms: 4
- https://cometchat.com/blog/in-app-messaging-tools: 3
- https://gallabox.com/blog/instant-messaging-apps: 3

## What it publishes

Every page talkjs.com exposes, read 2026-09-29: 518 addresses. By kind, pages and the last 90 days:

- blog: 106 pages, 4 in the last 90 days, latest 2026-09-14
- webinar or virtual event: 3 pages, 0 in the last 90 days, latest undated
- conference or event: 2 pages, 0 in the last 90 days, latest 2026-04-20
- report or ebook: 49 pages, 0 in the last 90 days, latest undated
- comparison: 8 pages, 0 in the last 90 days, latest 2026-06-26
- glossary or explainer: 1 pages, 0 in the last 90 days, latest 2022-08-31
- Recent: 2026-09-14 blog: Toursbylocals https://talkjs.com/resources/toursbylocals/
- Recent: 2026-08-13 blog: Single sign on https://talkjs.com/resources/single-sign-on/
- Recent: 2026-07-23 blog: Flutter sdk v0 18 0 https://talkjs.com/resources/flutter-sdk-v0-18-0/
- Recent: 2026-07-07 blog: Mention data webhooks https://talkjs.com/resources/mention-data-webhooks/
- Recent: 2026-06-29 blog: Localized email notifications https://talkjs.com/resources/localized-email-notifications/
- Recent: 2026-06-26 comparison: Talkjs vs stream https://talkjs.com/compare/talkjs-vs-stream

## 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.