Salesforce Marketing Cloud is a digital marketing product from Salesforce used to run multichannel and omnichannel campaigns · salesforce.com ↗
Gane, the publisher, sells software in Marketing automation, Email marketing, AI marketing agents and Attribution & MMM, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
The standing depends on who is buying. Every model is asked the same questions for each company size.
HubSpot Marketing Hub is first at 25%.
HubSpot Marketing Hub is first at 41%. 0 of 14 models made it the first choice when asked directly.
Adobe Marketo Engage is first at 27%.
“Strong if you already use Salesforce and want in-app, push, geofence, and beacon messaging in one ecosystem.”GPT-5.4 mini · Comparative question · first choice
“More suited for large-scale segmentation, AI-driven personalization, and cross-channel engagement across many thousands of prospects.”Qwen 3.7 Flash · Direct question · alternative
“The default for companies already using the Salesforce Sales cloud. It excels at deep data integration across all business units.”Qwen 3.7 Flash · Comparative question · alternative
“Choose Salesforce Marketing Cloud or Iterable when enterprise-scale, cross-channel customer journeys are required.”Perplexity Sonar · Comparative question · alternative
“Salesforce Marketing Cloud may lack reliability for scalable SMS messaging deliverability by not being directly connected to wireless carriers”Claude Haiku 4.5 · Negative question · warning
“lowest-rated in some buyer samples due to complexity, need for specialists, weak analytics compared to alternatives”Grok 4.20 · Negative question · warning
“Legacy tools like Salesforce Marketing Cloud or Adobe Analytics ... frequent subjects of criticism when used specifically for *marketing attribution*”Qwen 3.7 Flash · Negative question · warning
“enterprise suites like Salesforce Marketing Cloud, Oracle Eloqua or Adobe Marketo Engage carry licensing costs and implementation complexity”Muse Glimmer 30B · Scale-constrained question · warning
The products named in the same answers as Salesforce Marketing Cloud, over the 376 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 216 | 46 | View → | |
| 159 | 48 | View → | |
| 157 | 41 | View → | |
| 106 | 5 | View → | |
| 98 | 1 | View → | |
| 91 | 9 | View → | |
| 70 | 3 | View → | |
| 69 | 1 | View → | |
| 57 | 6 | View → | |
| 52 | 2 | View → |
What the models named instead of Salesforce Marketing Cloud →
A side-by-side page exists where both products are among a category's top eight.
Stated on Salesforce Marketing Cloud's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 317 of the 376 answers that named Salesforce Marketing Cloud and are not a share of its labels.
451 of the 563 domain citations in answers naming Salesforce Marketing Cloud came from a third party's page. Seventy-two were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 1 | 3 | 1 | 1 | 6 |
| Gemini 3.5 Flash | 0 | 1 | 2 | 2 | 5 |
| Perplexity Sonar | 0 | 2 | 0 | 4 | 6 |
| Grok 4.20 | 0 | 2 | 2 | 3 | 7 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 4 | 6 |
| Llama 4 Maverick | 0 | 0 | 2 | 1 | 3 |
| Qwen 3.7 Flash | 0 | 2 | 2 | 3 | 7 |
| Kimi K2 | 0 | 1 | 4 | 1 | 6 |
| GLM 4.7 FlashX | 0 | 2 | 2 | 1 | 5 |
| MiniMax M2.5 | 0 | 1 | 2 | 1 | 4 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 0 | 1 | 2 | 3 |