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AI-Visibility report card

Is Salesforce recommended by AI?

Salesforce is rarely recommended by AI. Here is its measured AI-Visibility Score, drawn from 8 live AI engines across our 16-category B2B/GTM audit.

17.9
/ 100 · #18 of 354
15
times recommended
6
times the #1 pick
4
categories appeared in
8
of 8 engines named it
What this means

Salesforce sits below the short list buyers see

When a buyer asks ChatGPT or Google's AI "what's the best tool for this," only a handful of names make the answer. Salesforce earned an AI-Visibility Score of 17.9/100, ranking #18 of 354 measured tools. That is below the three-or-so names most buyers hear when they ask AI for a recommendation, so there is visibility upside to capture.

It was the single top answer 6 times, which is the position that actually gets read aloud when a buyer asks for one recommendation. All 8 engines named it, which is unusual: cross-engine agreement across this study runs low, so a tool present on every engine is not the norm. Its standing is uneven: #2 in CRM but #7 in Sales engagement. A category-level view is the only one that tells a buyer anything.

AI visibility is winnable and separate from Google rankings: the engines we tested disagreed on the #1 tool in most categories, so a product can be invisible to one assistant and a top pick on another. The lever is being named where AI looks, mapped in the cross-engine comparison and the source-bias data.

Competitive position

Where Salesforce sits against the tools it competes with

Salesforce was named in 4 of the 16 categories measured and made the ranked leaders in 2 of them. Each table shows that category's ranked leaders, so you can see exactly which rivals the engines named ahead of it and which they named behind.

CRM · Salesforce ranks #2 of 8
#ToolWeighted score
1HubSpot13.5
2Salesforce (this tool)7.17
3Zoho5.37
4Salesforce Einstein3
5Pipedrive2.9
6Freshsales1.98
7Microsoft Dynamics 3651.32
8Copper0.65
Top pick by engine: Llama 3.3 via Groq chose HubSpot · Cohere Command-A chose HubSpot · Gemini 2.5 Flash-Lite chose Salesforce · Perplexity chose HubSpot · ChatGPT chose HubSpot · Llama 4 Scout chose HubSpot · GPT-OSS chose HubSpot · Qwen 3.6 chose HubSpot
Sales engagement · Salesforce ranks #7 of 8
#ToolWeighted score
1Outreach9.58
2HubSpot6.89
3Apollo.io6.17
4Salesloft5.2
5Amplemarket2
6Lemlist1.62
7Salesforce (this tool)1.17
8Reply.io1.05
Top pick by engine: Llama 3.3 via Groq chose HubSpot · Cohere Command-A chose Outreach · Gemini 2.5 Flash-Lite chose Amplemarket · Perplexity chose Amplemarket · ChatGPT chose Outreach · Llama 4 Scout chose HubSpot · GPT-OSS chose Outreach · Qwen 3.6 chose Apollo.io

Weighted score is position-weighted recommendation frequency within that category (a #1 mention counts 1.0, a #2 counts 0.5, and so on), summed across every engine and phrasing. It is not a quality judgement.

Want Salesforce's full per-query breakdown?

See exactly which engines named it, where, and how to raise its AI-Visibility Score.

Run the AI-Visibility checkSee the full study
Method

From the open, CC-BY AI Recommendation Audit: a dated snapshot of what live AI engines recommend, not an endorsement or a quality ranking. Salesforce appeared in 15 of 1549 recorded recommendations. Open data.

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