# Vibes: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 2 categories by 6 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/vibes

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SMS and WhatsApp marketing platforms](https://www.gane.ai/index/gtm/marketing/sms-and-whatsapp-marketing/index.md) | 2% | 23 | 0% | 2 |
| [Mobile marketing and push](https://www.gane.ai/index/gtm/marketing/mobile-marketing-and-push/index.md) | 0% | 28 | 0% | 5 |

## What the models said for it

- "If you want a B2B-first, enterprise-grade solution with direct carrier connections and strong support: Go with Vibes." (GLM 4.7 FlashX, SMS & WhatsApp)
- "Mobile-first engagement & deliverability for enterprise & multi-location brands; Tier 1 Direct Connect Aggregator." (Muse Glimmer 30B, SMS & WhatsApp)
- "Choose Vibes for enterprise mobile messaging involving SMS, MMS, RCS, wallet, and carrier connectivity." (Perplexity Sonar, Mobile & push)
- "platforms like Vibes cater specifically to mid-market and enterprise needs" (MiniMax M2.5, Mobile & push)

## 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 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Vibes, from 35 of the 35 answers that named it (only the models that return a source list).

### Domains cited

- vibes.com: 31 (its own site)
- braze.com: 21
- g2.com: 21
- onesignal.com: 13
- truedialog.com: 12
- mobile-text-alerts.com: 11
- suprsend.com: 11
- twilio.com: 11
- gane.ai/index: 9
- telnyx.com: 9

### Pages cited

- https://vibes.com/blog/best-sms-marketing-platforms: 29
- https://braze.com/resources/articles/best-sms-marketing-platforms: 19
- https://truedialog.com/resources/blog/best-text-messaging-service-for-business: 11
- https://g2.com/software/sms-marketing: 10
- https://onesignal.com/blog/7-best-push-notification-platforms-in-2026-compared: 9
- https://g2.com/categories/sms-marketing/enterprise: 8
- https://telnyx.com/resources/sms-marketing-platforms: 8
- https://salesmessage.com/blog/best-sms-marketing-software: 6

## In its own words

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

- Positioning: Vibes' mobile-first platform creates personal, revenue-driving and long-term mobile engagement between consumers and the world-class brands they love. (https://vibes.com/)
- For: brands and businesses (https://vibes.com/)
- Price stated: fair (https://vibes.com/)
- Starting price: Starting at $149/month (https://www.vibes.com/pricing)
- Certifications: SOC 2 Type II, GDPR, CCPA, CPRA, SOC 3
- Customers named: Chipotle, Polo Ralph Lauren, Kohl's, Hibbett, KBP Brands, Lettuce Entertain You Restaurants, IDT, Topgolf

## What it publishes

Every page vibes.com exposes, read 2026-09-29: 291 addresses. By kind, pages and the last 90 days:

- blog: 87 pages, 50 in the last 90 days, latest 2026-09-29
- case study: 22 pages, 20 in the last 90 days, latest 2026-09-11
- webinar or virtual event: 23 pages, 16 in the last 90 days, latest 2026-09-11
- conference or event: 5 pages, 0 in the last 90 days, latest undated
- report or ebook: 4 pages, 1 in the last 90 days, latest 2026-09-11
- comparison: 10 pages, 6 in the last 90 days, latest 2026-09-28
- glossary or explainer: 4 pages, 4 in the last 90 days, latest 2026-09-28
- podcast or video: 24 pages, 11 in the last 90 days, latest 2026-09-11
- Recent: 2026-09-29 blog: Mobile wallet marketing https://www.vibes.com/blog/mobile-wallet-marketing
- Recent: 2026-09-28 blog: A 98 approval rate and mere weeks to launch rcs why your legacy messaging provider cant match vibes https://www.vibes.com/blog/a-98-approval-rate-and-mere-weeks-to-launch-rcs-why-your-legacy-messaging-provider-cant-match-vibes
- Recent: 2026-09-28 blog: Mobile wallet loyalty cards https://www.vibes.com/blog/mobile-wallet-loyalty-cards
- Recent: 2026-09-28 blog: Personalized sms marketing https://www.vibes.com/blog/personalized-sms-marketing
- Recent: 2026-09-28 blog: Pumpkin spice who 6 fall rcs marketing campaigns that actually stand out https://www.vibes.com/blog/pumpkin-spice-who-6-fall-rcs-marketing-campaigns-that-actually-stand-out
- Recent: 2026-09-28 blog: Rcs business messaging https://www.vibes.com/blog/rcs-business-messaging

## 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.