# Landbot: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 2 categories by 7 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/landbot

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Conversational marketing platforms](https://www.gane.ai/index/gtm/marketing/conversational-marketing/index.md) | 0% | 101 | 60% | 5 |
| [Chatbots and conversational AI for support](https://www.gane.ai/index/gtm/customer/chatbots-and-conversational-ai-for-support/index.md) | 0% | 93 | 33% | 3 |

## What the models said for it

- "Budget-friendly no-code options (~$30–$100/month)... lighter on B2B-specific routing/analytics." (Grok 4.20, Conversational mktg)

## And against it

- "it suffers from reliability and accessibility issues" (GLM 4.7 FlashX, Support chatbots)
- "Landbot is flow-based rather than conversational AI, so buyers who go off-script find the edges of the tree quickly" (Claude Haiku 4.5, Conversational mktg)
- "test carefully if you need natural, open-ended conversations or complex objection handling" (Perplexity Sonar, Conversational mktg)
- "Budget-friendly, easy setup | May lack enterprise depth" (Kimi K2, Conversational mktg)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Landbot, from 15 of the 17 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 9
- softwareadvice.com: 8
- 1mind.com: 7
- capterra.com: 4
- findstack.com: 4
- guideflow.com: 4
- storylane.io: 4
- learn.g2.com: 3
- marketbetter.ai: 3
- sourceforge.net: 3

### Pages cited

- https://g2.com/categories/conversational-marketing: 7
- https://softwareadvice.com/conversational-marketing: 7
- https://1mind.com/blog-articles/the-6-best-conversational-marketing-platforms-in-2026: 6
- https://guideflow.com/blog/best-conversational-marketing-software: 4
- https://storylane.io/blog/best-conversational-marketing-software: 4
- https://marketbetter.ai/blog/tags/alternatives/page/3: 3
- https://marketbetter.ai/blog/tags/conversational-marketing: 3
- https://thecmo.com/tools/best-conversational-marketing-platform: 3

## What it publishes

Every page landbot.io exposes, read 2026-09-29: 2455 addresses. By kind, pages and the last 90 days:

- blog: 779 pages, 4 in the last 90 days, latest 2026-09-04
- case study: 36 pages, 0 in the last 90 days, latest 2022-10-24
- webinar or virtual event: 31 pages, 0 in the last 90 days, latest 2021-05-20
- report or ebook: 25 pages, 0 in the last 90 days, latest 2022-04-28
- comparison: 70 pages, 23 in the last 90 days, latest 2026-08-28
- template or tool: 4 pages, 0 in the last 90 days, latest 2021-08-03
- glossary or explainer: 206 pages, 0 in the last 90 days, latest 2023-05-09
- podcast or video: 4 pages, 0 in the last 90 days, latest 2022-02-03
- news or press: 2 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-04 blog: Whatsapp business api pricing change october https://landbot.io/blog/whatsapp-business-api-pricing-change-october
- Recent: 2026-08-28 comparison: Drift alternatives https://webflow.landbot.io/blog/drift-alternatives
- Recent: 2026-08-28 comparison: Wati alternatives https://webflow.landbot.io/blog/wati-alternatives
- Recent: 2026-08-28 comparison: Drift alternatives https://landbot.io/blog/drift-alternatives
- Recent: 2026-08-28 comparison: Wati alternatives https://landbot.io/blog/wati-alternatives
- Recent: 2026-08-24 comparison: Respond io alternatives https://webflow.landbot.io/blog/respond-io-alternatives

## 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.