# Front: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 15 judge labels across 3 categories by 8 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/front

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Customer support and helpdesk](https://www.gane.ai/index/gtm/customer/customer-support-helpdesk/index.md) | 0% | 15 | 9% | 11 |
| [In-app messaging and customer communications](https://www.gane.ai/index/gtm/customer/in-app-messaging-and-customer-communications/index.md) | 0% | 31 | 0% | 3 |
| [Knowledge base and self-service](https://www.gane.ai/index/gtm/customer/knowledge-base-and-self-service/index.md) | 0% | 64 | 0% | 1 |

## What the models said for it

- "if your focus is more on account-based communication with heavy email reliance, Front offers excellent value" (MiniMax M2.5, In-app messaging)
- "Provides lightweight, email-first collaboration for support teams with fewer than 10 agents." (Llama 4 Maverick, Helpdesk)
- "Best for High-Touch, Account-Based B2B Support & Collaboration" (Gemini 3.5 Flash, Helpdesk)
- "*Intercom* or *Front* (collaborative, real-time messaging focused)" (Gemini 3.5 Flash, Helpdesk)

## And against it

- "Front 24 – Customer Support & Helpdesk · 2 warnings." (Muse Glimmer 30B, Helpdesk)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 3 | 1 | 0 | 4 |
| 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 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 1 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Front, from 32 of the 43 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 11
- helpdesk.com: 11
- intercom.com: 10
- softwareadvice.com: 9
- supportbench.com: 9
- front.com: 8 (its own site)
- capterra.com: 7
- learn.g2.com: 7
- clearfeed.ai: 5
- freshworks.com: 5

### Pages cited

- https://helpdesk.com/learn/top-help-desk-softwares: 7
- https://supportbench.com/best-b2b-customer-support-software: 7
- https://intercom.com/learning-center/best-help-desk-software: 6
- https://supportbench.com/best-help-desk-ticketing-systems: 6
- https://clearfeed.ai/blogs/best-b2b-support-platforms: 5
- https://intercom.com/learning-center/best-help-desk-small-business: 5
- https://softwareadvice.com/customer-communications-mngt: 5
- https://dragapp.com/blog/customer-communication-software: 4

## In its own words

What Front's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Customer service platform — powered by AI, designed for humans (https://front.com/)
- For: customer-first teams (https://front.com/)
- Price stated: Billed Annually (https://front.com/pricing)
- Starting price: 25 (https://front.com/pricing)
- Free plan or trial: Try for free (https://front.com/)
- Integrations claimed: 160 (https://front.com/)
- Certifications: SOC 2 Type II
- Customers named: Branch, Uber Freight, Echo Global Logistics, GP Transco, Podium Education, Gattinoni, GLT Logistics, Trusted Health

## What it publishes

Every page front.com exposes, read 2026-09-29: 4637 addresses. By kind, pages and the last 90 days:

- blog: 422 pages, 24 in the last 90 days, latest 2026-09-23
- case study: 82 pages, 2 in the last 90 days, latest 2026-08-26
- webinar or virtual event: 45 pages, 0 in the last 90 days, latest 2025-12-15
- conference or event: 16 pages, 0 in the last 90 days, latest 2026-01-29
- report or ebook: 22 pages, 1 in the last 90 days, latest 2026-09-01
- comparison: 40 pages, 5 in the last 90 days, latest 2026-08-31
- template or tool: 2 pages, 0 in the last 90 days, latest 2024-01-15
- glossary or explainer: 83 pages, 0 in the last 90 days, latest undated
- news or press: 101 pages, 0 in the last 90 days, latest 2026-04-28
- Recent: 2026-09-23 blog: Customer service software for small business https://front.com/blog/customer-service-software-for-small-business
- Recent: 2026-09-23 blog: Knowledge base metrics https://front.com/blog/knowledge-base-metrics
- Recent: 2026-09-23 blog: Knowledge centered service https://front.com/blog/knowledge-centered-service
- Recent: 2026-09-23 blog: Enterprise help desk software https://front.com/blog/enterprise-help-desk-software
- Recent: 2026-09-23 blog: Scale customer support https://front.com/blog/scale-customer-support
- Recent: 2026-09-23 blog: Customer self service portals https://front.com/blog/customer-self-service-portals

## 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.