# LaunchNotes: 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/gtm/vendors/launchnotes

## 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% | 62 | 0% | 1 |

## What the models said for it

- "A changelog tool like Beamer or LaunchNotes for a public "What's New" page" (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 | 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 | 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 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named LaunchNotes, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- launchnotes.com: 5 (its own site)
- g2.com: 4
- guideflow.com: 3
- blog.hubspot.com: 2
- capterra.com: 2
- dragapp.com: 2
- productfruits.com: 2
- produktly.com: 2
- softwareadvice.com: 2
- textmagic.com: 2

### Pages cited

- https://launchnotes.com/: 3
- https://blog.hubspot.com/service/customer-service-software: 2
- https://dragapp.com/blog/customer-communication-software: 2
- https://g2.com/discussions/top-rated-customer-communication-tools-for-medium-enterprises: 2
- https://launchnotes.com/release-notes-tool: 2
- https://produktly.com/best/feature-announcement-tools: 2
- https://softwareadvice.com/customer-communications-mngt: 2
- https://textmagic.com/blog/best-customer-engagement-platforms: 2

## What it publishes

Every page launchnotes.com exposes, read 2026-09-29: 4079 addresses. By kind, pages and the last 90 days:

- blog: 1312 pages, 92 in the last 90 days, latest 2026-09-29
- case study: 12 pages, 2 in the last 90 days, latest 2026-09-29
- conference or event: 4 pages, 3 in the last 90 days, latest 2026-09-29
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 356 pages, 93 in the last 90 days, latest 2026-09-29
- template or tool: 7 pages, 2 in the last 90 days, latest 2026-09-29
- glossary or explainer: 2012 pages, 3 in the last 90 days, latest 2026-09-29
- podcast or video: 2 pages, 2 in the last 90 days, latest 2026-09-29
- news or press: 202 pages, 7 in the last 90 days, latest 2026-09-21
- Recent: 2026-09-29 blog: 10 product operations interview questions designed to extract useful answers https://www.launchnotes.com/blog/10-product-operations-interview-questions-designed-to-extract-useful-answers
- Recent: 2026-09-29 blog: 20 product okr examples for your next planning cycle https://www.launchnotes.com/blog/20-product-okr-examples-for-your-next-planning-cycle
- Recent: 2026-09-29 blog: 5 examples of successful business models https://www.launchnotes.com/blog/5-examples-of-successful-business-models
- Recent: 2026-09-29 blog: 5 proven strategies to improve customer management https://www.launchnotes.com/blog/5-proven-strategies-to-improve-customer-management
- Recent: 2026-09-29 blog: 5 proven strategies to improve customer satisfaction https://www.launchnotes.com/blog/5-proven-strategies-to-improve-customer-satisfaction
- Recent: 2026-09-29 blog: 5 proven strategies to increase customer loyalty https://www.launchnotes.com/blog/5-proven-strategies-to-increase-customer-loyalty

## 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.