# Aviso: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 24 judge labels across 1 category by 10 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/aviso

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Revenue intelligence and forecasting](https://www.gane.ai/index/gtm/sales/revenue-intelligence-and-forecasting/index.md) | 7% | 5 | 25% | 24 |

## What the models said for it

- "Best for mid-market to enterprise teams needing deep pipeline analytics and AI-native forecasting... Aviso is a strong alternative." (Mistral Small, Revenue intel)
- "Clari or Aviso | Best-in-class data enforcement and "Truth" engine." (Qwen 3.7 Flash, Revenue intel)
- "Revenue.io and Aviso are standout choices" (Mistral Small, Revenue intel)
- "Best all-around mid-market pick: Aviso" (Muse Glimmer 30B, Revenue intel)

## And against it

- "What to Avoid: - Aviso – Powerful AI ... but enterprise-focused and likely overkill for mid-market needs." (Kimi K2, Revenue intel)
- "not consistently recommended as a top choice. Buyers should carefully assess its AI call intelligence accuracy" (Mistral Small, Revenue intel)
- "More enterprise-oriented; powerful AI but likely overkill for smaller mid-market" (DeepSeek V4 Flash, Revenue intel)
- "Consider only if you have dedicated RevOps resources to manage the complexity." (Kimi K2, Revenue intel)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 2 | 0 | 0 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 0 | 2 | 1 | 2 | 5 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 2 | 1 | 1 | 5 |

## Sources returned with these answers

The sites and pages cited by the answers that named Aviso, from 78 of the 78 answers that named it (only the models that return a source list).

### Domains cited

- avoma.com: 38
- outreach.ai: 29
- commonroom.io: 27
- getaleph.com: 23
- zapier.com: 21
- guideflow.com: 20
- dupple.com: 19
- aviso.com: 18 (its own site)
- tellius.com: 18
- orm-tech.com: 15

### Pages cited

- https://avoma.com/blog/best-revenue-intelligence-software: 29
- https://commonroom.io/blog/best-revenue-forecasting-software-for-b2b-sales-teams: 23
- https://getaleph.com/answers/revenue-forecasting-software-b2b: 23
- https://dupple.com/learn/best-revenue-intelligence-platforms: 19
- https://tellius.com/resources/blog/best-revenue-intelligence-platforms-in-2026-clari-gong-tellius-7-more-compared: 18
- https://orm-tech.com/blog/best-sales-forecasting-tools: 15
- https://guideflow.com/blog/revenue-forecasting-software: 14
- https://readycontacts.com/blog/revenue-intelligence-platforms: 14

## The company

Aviso AI; https://www.aviso.com/; Redwood City, United States; founded 2012. From Wikidata, fetched 2026-09-14.

## In its own words

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

- Positioning: End-to-End AI Revenue Platform (https://aviso.com/)
- For: Revenue Operations, sales leaders, CROs, and GTM teams (https://aviso.com/)
- Price stated: Flexible per-user plans, white-glove onboarding, vendor buyout options, and enterprise-grade security. (https://www.aviso.com/pricing)
- Certifications: GDPR, SOC 2 Type II, CCPA
- Customers named: Honeywell, New Relic, DataStax, Mural, 8x8, LaunchDarkly, Ivanti, Armis

## What it publishes

Every page aviso.com exposes, read 2026-09-29: 1137 addresses. By kind, pages and the last 90 days:

- blog: 364 pages, 24 in the last 90 days, latest 2026-09-29
- case study: 12 pages, 12 in the last 90 days, latest 2026-09-29
- webinar or virtual event: 10 pages, 10 in the last 90 days, latest 2026-09-29
- conference or event: 1 pages, 0 in the last 90 days, latest 2023-10-30
- report or ebook: 43 pages, 29 in the last 90 days, latest 2026-09-29
- comparison: 36 pages, 17 in the last 90 days, latest 2026-09-29
- template or tool: 4 pages, 2 in the last 90 days, latest 2026-09-29
- glossary or explainer: 3 pages, 1 in the last 90 days, latest 2026-09-29
- podcast or video: 299 pages, 85 in the last 90 days, latest 2026-09-29
- news or press: 32 pages, 8 in the last 90 days, latest 2026-09-29
- Recent: 2026-09-29 blog: Data security at aviso ai https://www.aviso.com/data-security-at-aviso-ai
- Recent: 2026-09-29 blog: Aviso customer success intelligence net retention rate increase offer https://www.aviso.com/aviso-customer-success-intelligence-net-retention-rate-increase-offer
- Recent: 2026-09-29 blog: Tariff risk assessment tool https://www.aviso.com/tariff-risk-assessment-tool
- Recent: 2026-09-29 blog: Compliance at aviso ai https://www.aviso.com/compliance-at-aviso-ai
- Recent: 2026-09-29 blog: Miki aviso ai chief of staff https://www.aviso.com/miki-aviso-ai-chief-of-staff
- Recent: 2026-09-29 blog: Role specific agentic workflows https://www.aviso.com/role-specific-agentic-workflows

## 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.