# Produktly: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 11 judge labels across 3 categories by 7 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/produktly

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Digital adoption and onboarding](https://www.gane.ai/index/gtm/customer/digital-adoption-and-onboarding/index.md) | 2% | 11 | 0% | 5 |
| [In-app messaging and customer communications](https://www.gane.ai/index/gtm/customer/in-app-messaging-and-customer-communications/index.md) | 0% | 28 | 0% | 5 |
| [Interactive demo platforms](https://www.gane.ai/index/gtm/sales/interactive-demo-platforms/index.md) | 0% | 29 | 0% | 1 |

## What the models said for it

- "Produktly is positioned explicitly for this segment: "Best for: SMBs and mid-market companies with web-based products"" (Muse Glimmer 30B, Digital adoption)
- "Produktly offers one of the most affordable paid options with comprehensive in-app messaging capabilities" (Claude Haiku 4.5, In-app messaging)
- "Starts around €19/month, but is mainly suited to web-based products rather than complex enterprise software." (Perplexity Sonar, Digital adoption)
- "modern product adoption stack marketed as a fraction of enterprise DAP pricing" (Muse Glimmer 30B, Digital adoption)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 1 | 2 | 0 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named Produktly, from 17 of the 17 answers that named it (only the models that return a source list).

### Domains cited

- produktly.com: 17 (its own site)
- guideflow.com: 11
- dupple.com: 8
- productfruits.com: 7
- userpilot.com: 7
- toolradar.com: 6
- cometchat.com: 5
- capterra.ca: 4
- g2.com: 4
- rock.so: 4

### Pages cited

- https://produktly.com/best/in-app-messaging-tools: 11
- https://dupple.com/learn/best-in-app-messaging-tools: 8
- https://productfruits.com/blog/best-in-app-messaging-platforms: 7
- https://guideflow.com/blog/in-app-messaging-software: 6
- https://produktly.com/best/digital-adoption-platforms: 5
- https://userpilot.com/blog/in-app-messaging-tools: 5
- https://cometchat.com/blog/best-enterprise-chat-platforms-for-in-app-messaging-2026: 4
- https://toolradar.com/guides/best-in-app-messaging-tools: 4

## In its own words

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

- Positioning: All-in-one platform for product-led growth (https://produktly.com/)
- For: small and large companies (https://produktly.com/)
- Price stated: 19€ /mo (https://produktly.com/)
- Starting price: 19 (https://produktly.com/)
- Free plan or trial: 14-day free trial for all plans to new users (https://produktly.com/)
- Certifications: GDPR
- Hosting: Frankfurt, Germany, European Union, Germany
- Customers named: Ruoanhinta.fi

## What it publishes

Every page produktly.com exposes, read 2026-09-29: 2458 addresses. By kind, pages and the last 90 days:

- blog: 20 pages, 0 in the last 90 days, latest 2026-03-27
- report or ebook: 55 pages, 0 in the last 90 days, latest undated
- comparison: 81 pages, 0 in the last 90 days, latest 2026-03-20
- template or tool: 244 pages, 0 in the last 90 days, latest 2024-06-18
- glossary or explainer: 174 pages, 0 in the last 90 days, latest 2025-03-19
- news or press: 189 pages, 0 in the last 90 days, latest undated
- Recent: 2026-03-27 blog: In app nps surveys guide https://produktly.com/blog/blog/in-app-nps-surveys-guide
- Recent: 2026-03-25 blog: How to write release notes users read https://produktly.com/blog/blog/how-to-write-release-notes-users-read
- Recent: 2026-03-24 blog: How to build a public product roadmap https://produktly.com/blog/blog/how-to-build-a-public-product-roadmap
- Recent: 2026-03-20 comparison: Micro surveys vs traditional surveys https://produktly.com/blog/blog/micro-surveys-vs-traditional-surveys
- Recent: 2025-03-19 glossary or explainer: Saas development https://produktly.com/blog/blog/glossary/saas-development
- Recent: 2025-03-19 glossary or explainer: Target audience https://produktly.com/blog/blog/glossary/target-audience

## 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.