# Revenue.io: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 19 judge labels across 4 categories by 9 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/revenue-io

## 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) | 2% | 18 | 36% | 11 |
| [Conversational intelligence and call recording](https://www.gane.ai/index/gtm/sales/conversation-intelligence/index.md) | 0% | 24 | 0% | 3 |
| [Sales coaching and training](https://www.gane.ai/index/gtm/sales/sales-coaching-and-training/index.md) | 0% | 31 | 0% | 3 |
| [Sales dialers and calling](https://www.gane.ai/index/gtm/sales/sales-dialers-and-calling/index.md) | 0% | 26 | 0% | 2 |

## What the models said for it

- "Revenue.io and Aviso are standout choices due to their AI-driven forecasting, deep CRM integration, and scalability." (Mistral Small, Revenue intel)
- "Tools like Revenue.io or CallHub highlight these best practices." (Grok 4.20, Dialers)
- "Revenue.io blends conversation intelligence, sales engagement, and call analytics into a Salesforce-native workflow" (Claude Haiku 4.5, Conversation intel)
- "Best if you're deeply integrated with Salesforce; provides live guidance during calls" (Kimi K2, Sales coaching)

## And against it

- "a long tail of vendors with <1% share, e.g. Revenue.io, InsightSquared. Smaller vendors raise continuity and integration risk" (Muse Glimmer 30B, Revenue intel)
- "Revenue.io, for example, places several intelligence features in higher tiers and has a reported 15-seat minimum." (Perplexity Sonar, Revenue intel)
- "Best for teams prioritizing Salesforce integration over call reliability. Avoid if voice quality is critical." (Kimi K2, Revenue intel)
- "Complex implementation – Requires multiple packages and extensive setup" (GLM 4.7 FlashX, Revenue intel)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 1 | 2 |
| Grok 4.20 | 1 | 0 | 1 | 0 | 2 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| 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 | 3 | 0 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| 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 Revenue.io, from 43 of the 45 answers that named it (only the models that return a source list).

### Domains cited

- revenue.io: 21 (its own site)
- avoma.com: 16
- readycontacts.com: 12
- getmaxiq.com: 10
- outreach.ai: 8
- demandbase.com: 7
- g2.com: 7
- blog.hubspot.com: 6
- claap.io: 6
- guideflow.com: 6

### Pages cited

- https://readycontacts.com/blog/revenue-intelligence-platforms: 12
- https://avoma.com/blog/best-revenue-intelligence-software: 11
- https://demandbase.com/blog/revenue-intelligence-platforms: 7
- https://revenue.io/blog/the-8-best-revenue-intelligence-platforms: 6
- https://tellius.com/resources/blog/best-revenue-intelligence-platforms-in-2026-clari-gong-tellius-7-more-compared: 6
- https://zapier.com/blog/revenue-intelligence-platform: 6
- https://blog.1byte.com/sales-coaching-software: 5
- https://getmaxiq.com/blog/best-revenue-intelligence-platforms: 5

## In its own words

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

- Positioning: Revenue.io is the Salesforce-native Revenue Orchestration Platform, unifying dialers, guided selling, call tracking, conversation intelligence, and AI agents to drive performance before, during, and after every sales call. (https://revenue.io/)
- For: sales teams (https://revenue.io/)
- Price stated: Contact sales for custom pricing. (https://revenue.io/)
- Starting price: 0 (https://revenue.io/)
- Certifications: SOC 2, HIPAA, GDPR, CCPA, TCPA, CASA Tier 2
- Customers named: HPE, Nutanix, Square, Dun & Bradstreet, Ylopo, Block, NFI Industries, Amazon Business

## What it publishes

Every page revenue.io exposes, read 2026-09-29: 2315 addresses. By kind, pages and the last 90 days:

- blog: 177 pages, 29 in the last 90 days, latest 2026-08-25
- case study: 22 pages, 1 in the last 90 days, latest 2026-08-04
- webinar or virtual event: 45 pages, 0 in the last 90 days, latest undated
- conference or event: 7 pages, 1 in the last 90 days, latest 2026-08-03
- report or ebook: 39 pages, 0 in the last 90 days, latest 2025-06-12
- comparison: 56 pages, 4 in the last 90 days, latest 2026-07-08
- template or tool: 43 pages, 1 in the last 90 days, latest 2026-07-29
- glossary or explainer: 183 pages, 1 in the last 90 days, latest 2026-07-06
- podcast or video: 39 pages, 0 in the last 90 days, latest 2026-04-08
- Recent: 2026-08-25 blog: What sales leaders should present about pipeline and revenue https://www.revenue.io/blog/what-sales-leaders-should-present-about-pipeline-and-revenue
- Recent: 2026-08-24 blog: How to build a sales hiring profile using coaching data https://www.revenue.io/blog/how-to-build-a-sales-hiring-profile-using-coaching-data
- Recent: 2026-08-21 blog: What changes when you start coaching instead of selling https://www.revenue.io/blog/what-changes-when-you-start-coaching-instead-of-selling
- Recent: 2026-08-20 blog: How procurement delays kill deals https://www.revenue.io/blog/how-procurement-delays-kill-deals
- Recent: 2026-08-20 blog: Why your sales training does not stick and what replaces it https://www.revenue.io/blog/why-your-sales-training-does-not-stick-and-what-replaces-it
- Recent: 2026-08-20 blog: What top performer sales calls have in common https://www.revenue.io/blog/what-top-performer-sales-calls-have-in-common

## 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.