# Salesforce: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 37 judge labels across 20 categories by 12 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/salesforce

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Customer intelligence and data science](https://www.gane.ai/index/gtm/gtm-data/customer-intelligence-and-data-science/index.md) | 0% | 140 | 38% | 8 |
| [Client onboarding platforms](https://www.gane.ai/index/gtm/customer/client-onboarding/index.md) | 0% | 130 | 100% | 3 |
| [Retail, proximity and IoT marketing](https://www.gane.ai/index/gtm/marketing/retail-proximity-and-iot-marketing/index.md) | 0% | 58 | 0% | 3 |
| [Channel partner and local marketing](https://www.gane.ai/index/gtm/partner/channel-partner-and-local-marketing/index.md) | 0% | 61 | 0% | 2 |
| [Conversational marketing platforms](https://www.gane.ai/index/gtm/marketing/conversational-marketing/index.md) | 0% | 39 | 0% | 2 |
| [Ecommerce marketing](https://www.gane.ai/index/gtm/marketing/ecommerce-marketing/index.md) | 0% | 34 | 0% | 2 |
| [Knowledge base and self-service](https://www.gane.ai/index/gtm/customer/knowledge-base-and-self-service/index.md) | 0% | 88 | 50% | 2 |
| [Market intelligence platforms](https://www.gane.ai/index/gtm/gtm-data/market-intelligence/index.md) | 0% | 85 | 0% | 2 |
| [Sales gamification](https://www.gane.ai/index/gtm/sales/sales-gamification/index.md) | 0% | 48 | 50% | 2 |
| [B2B intent data providers](https://www.gane.ai/index/gtm/sales/b2b-intent-data/index.md) | 0% | 49 | 0% | 1 |
| [Content marketing platforms](https://www.gane.ai/index/gtm/marketing/content-marketing-platforms/index.md) | 0% | 109 | 0% | 1 |
| [Digital sales rooms](https://www.gane.ai/index/gtm/sales/digital-sales-rooms/index.md) | 0% | 51 | 0% | 1 |
| [Experimentation and personalization](https://www.gane.ai/index/gtm/marketing/experimentation-and-personalization/index.md) | 0% | 82 | 0% | 1 |
| [Marketing resource management](https://www.gane.ai/index/gtm/marketing/marketing-resource-management/index.md) | 0% | 84 | 0% | 1 |
| [Meeting scheduling](https://www.gane.ai/index/gtm/sales/meeting-scheduling/index.md) | 0% | 69 | 100% | 1 |
| [Mobile apps](https://www.gane.ai/index/gtm/marketing/mobile-apps/index.md) | 0% | 118 | 0% | 1 |
| [Pricing optimization](https://www.gane.ai/index/gtm/revops/pricing-optimization/index.md) | 0% | 60 | 0% | 1 |
| [Sales dialers and calling](https://www.gane.ai/index/gtm/sales/sales-dialers-and-calling/index.md) | 0% | 69 | 100% | 1 |
| [Web analytics](https://www.gane.ai/index/gtm/gtm-data/web-analytics/index.md) | 0% | 75 | 0% | 1 |
| [Workflow automation and iPaaS](https://www.gane.ai/index/gtm/gtm-data/workflow-automation-and-ipaas/index.md) | 0% | 63 | 100% | 1 |

## What the models said for it

- "SAP (BRIM), Oracle (Subscription Management), Salesforce (Revenue Cloud) – If your need is deeply embedded in the sales motion." (MiniMax M2.5, Pricing optimization)
- "You're already standardized on Salesforce: evaluate Salesforce's B2B marketing options first" (GPT-6 Luna, Ecommerce marketing)
- "Choose Salesforce ecosystem if: You're already invested in Salesforce CRM" (MiniMax M2.5, Customer intel)
- "Best For: Large enterprises with complex CRM needs." (GLM 4.7 FlashX, Conversational mktg)

## And against it

- "do not try to use enterprise-heavy software (like Oracle, SAP, or heavy custom Salesforce setups)" (Qwen 3.7 Flash, Client onboarding)
- "Avoid enterprise-heavy tools like Qualtrics, Salesforce, or Thematic" (Grok 4.20, Customer intel)
- "or enterprise-heavy ones (e.g., Salesforce)" (Grok 4.20, Client onboarding)
- "Other SaaS tools (Salesforce, HubSpot, Zendesk, etc.) | Periodic deprecation of connectors, API versions, or plugin support" (GLM 4.7 FlashX, Automation & iPaaS)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Salesforce, from 82 of the 103 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 31
- capterra.com: 18
- guideflow.com: 14
- business.adobe.com: 10
- fitsmallbusiness.com: 9
- gane.ai/index: 9
- getapp.com: 8
- toolradar.com: 8
- darwinapps.com: 7
- reddit.com: 7

### Pages cited

- https://fitsmallbusiness.com/customer-intelligence-platform: 7
- https://toolradar.com/guides/best-market-intelligence-tools: 7
- https://darwinapps.com/blog/12-customer-journey-analytics-tools-for-b2b-saas-2026-comparison: 5
- https://plivo.com/blog/best-customer-analytics-tools-reviews-pricing: 5
- https://guideflow.com/blog/customer-journey-analytics-software: 4
- https://help.salesforce.com/s/articleView: 4
- https://toolradar.com/best/market-intelligence: 4
- https://alpha-sense.com/resources/product-articles/market-intelligence-tools: 3

## The company

Salesforce; https://www.salesforce.com; San Francisco, United States; founded 1999; about 35,000 employees (2019); public, CRM on New York Stock Exchange. From Wikidata, fetched 2026-09-14.

## In its own words

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

- Positioning: The #1 Agentic AI CRM (https://salesforce.com/)
- For: companies of all sizes, from startups and small businesses to large global enterprises (https://salesforce.com/)
- Price stated: free (https://salesforce.com/)
- Starting price: 0 (https://salesforce.com/)
- Free plan or trial: free for 30 days (https://salesforce.com/)
- Customers named: Volkswagen, Engine, Good360, Precina, reMarkable, Pepsico, Pandora, Williams Sonoma

## What it publishes

Every page salesforce.com exposes, read 2026-09-29: 10996 addresses. By kind, pages and the last 90 days:

- blog: 225 pages, 4 in the last 90 days, latest 2026-09-17
- case study: 98 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest undated
- conference or event: 8 pages, 1 in the last 90 days, latest 2026-09-08
- report or ebook: 29 pages, 1 in the last 90 days, latest 2026-09-09
- comparison: 44 pages, 0 in the last 90 days, latest 2026-04-23
- template or tool: 11 pages, 0 in the last 90 days, latest 2026-03-09
- glossary or explainer: 252 pages, 0 in the last 90 days, latest 2025-06-17
- podcast or video: 4 pages, 1 in the last 90 days, latest 2026-09-17
- news or press: 35 pages, 20 in the last 90 days, latest 2026-09-24
- Recent: 2026-09-24 news or press: Five dreamforce 2026 takeaways https://www.salesforce.com/news/stories/five-dreamforce-2026-takeaways/
- Recent: 2026-09-23 news or press: Higher education ai agents https://www.salesforce.com/news/stories/higher-education-ai-agents/
- Recent: 2026-09-17 blog: What does salesforce do https://www.salesforce.com/blog/what-does-salesforce-do/
- Recent: 2026-09-17 podcast or video: Building the agentic enterprise secrets from early adopters https://www.salesforce.com/news/stories/video/building-the-agentic-enterprise-secrets-from-early-adopters/
- Recent: 2026-09-16 news or press: Why we post trained our own reasoning model https://www.salesforce.com/news/stories/why-we-post-trained-our-own-reasoning-model/
- Recent: 2026-09-16 news or press: Missionsforce expansion agents nvidia openai partnerships https://www.salesforce.com/news/stories/missionsforce-expansion-agents-nvidia-openai-partnerships/

## 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.