Every category where a model named Salesforce Revenue Cloud for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
CPQ	Revenue operations	0%	12 of 73	32%	25	criticized challenger
Contract lifecycle management and e-signature	Revenue operations	0%	29 of 65	0%	3	under 10 labels · led by PandaDoc at 25%
Proposal software	Revenue operations	0%	62 of 79	0%	1	under 10 labels · led by PandaDoc at 49%
Revenue intelligence and forecasting	Sales	0%	75 of 75	100%	1	under 10 labels · led by Avoma at 20%

Movement

This is the first edition on this tier, so no move can be computed for Salesforce Revenue Cloud yet. The next is due October 1, 2026. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Salesforce Revenue Cloud across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	0	1	1	2
GPT-5.4 mini	0	1	1	0	2
Gemini 3.5 Flash	0	1	0	3	4
Perplexity Sonar	1	0	1	0	2
Grok 4.1 Fast	0	1	0	2	3
Mistral Small	0	3	1	0	4
DeepSeek V4 Flash	0	2	1	1	4
Llama 4 Maverick	0	0	2	0	2
Qwen 3.7 Flash	0	0	0	1	1
Kimi K2	1	1	0	1	3
GLM 4.7 FlashX	0	1	0	0	1
MiniMax M2.5	0	1	1	0	2

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct21 labels8

Paraphrase23 labels10

Comparative20 labels4not counted in share

Budget-constrained13 labels2

Scale-constrained7 labels2

Negative19 labels1not counted in share

First choiceAlternativeMentionNegative103 labels in all, every segment counted; 22 of the 27 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Salesforce Revenue Cloud is unbeatable if you're already in the Salesforce ecosystem—it's truly native with no integration maintenance” Kimi K2 · CPQ · comparative prompt · first choice

“Best Salesforce-native choice: Salesforce Revenue Cloud/CPQ because it is designed to work tightly inside Salesforce” Perplexity Sonar · CPQ · comparative prompt · first choice

“Salesforce Revenue Cloud — if you're a Salesforce-native shop with existing platform talent and standard pricing models.” DeepSeek V4 Flash · CPQ · scale prompt · alternative

“Best for Salesforce-Centric Teams... It has a steep learning curve and requires a professional implementation partner.” Gemini 3.5 Flash · CPQ · direct prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“avoid enterprise tools like Clari or Salesforce Revenue Cloud” Gemini 3.5 Flash · Revenue intel · paraphrase prompt · hard negative

“Why cautious: Frequently called a "black box" with poor debugging, confusing navigation, heavy customization needs, steep learning curve” Grok 4.1 Fast · CPQ · negative prompt · soft negative

“Consider this *only* if you have a highly customized Salesforce architecture and the budget for a dedicated Salesforce CPQ Administrator.” Gemini 3.5 Flash · CPQ · scale prompt · soft negative

“Enterprise options like Salesforce Revenue Cloud are typically over-engineered for mid-sized companies” Claude Haiku 4.5 · CPQ · paraphrase prompt · soft negative

Named alongside

The products named in the same answers as Salesforce Revenue Cloud, over the 103 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Salesforce Revenue Cloud was named but was not.

ProductSame answerTook the first choice insteadHead to head

DealHub59 of 10317Not in the top three

Oracle CPQ49 of 1033Not in the top three

Conga CPQ41 of 1030Not in the top three

SAP CPQ39 of 1032Not in the top three

PandaDoc37 of 1034Not in the top three

Salesforce CPQ21 of 1031Not in the top three

Tacton20 of 1030Not in the top three

Zuora17 of 10310Not in the top three

PROS Smart CPQ16 of 1031Not in the top three

Stripe Billing15 of 1031Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Salesforce Revenue Cloud. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 17 of the 103 answers that named Salesforce Revenue Cloud and are not a share of its labels.

Domains cited

guideflow.com8

monday.com7

gartner.com6

g2.com5

qobra.co5

salesforce.comYour site5

turnstile.ai4

zapier.com4

zoneandco.com4

cincom.com3

Forty-six of the fifty-one domain citations in answers naming Salesforce Revenue Cloud came from somebody else's page.

Pages cited

guideflow.com/blog/best-cpq-software6

qobra.co/blog/cpq-software5

gartner.com/reviews/market/configure-price-quote-applications4

monday.com/blog/crm-and-sales/cpq4

monday.com/blog/crm-and-sales/cpq-software4

zapier.com/blog/cpq-software-vendors4

cincom.com/blog/cpq/best-cpq-tools3

croclub.com/tools/best-cpq-software3

Pages are listed as the models cited them.

Names read as Salesforce Revenue Cloud

What the judge wrote, as written, with how often. The vendor table decides that these count as Salesforce Revenue Cloud; a claim can dispute any of them.

Agentforce Revenue Management 4Salesforce Revenue Cloud (formerly Salesforce CPQ) 3Salesforce Revenue Cloud (CPQ) 2Revenue Cloud Advanced / Agentforce Revenue Management 1Salesforce Agentforce Revenue Management 1Salesforce Revenue Cloud (Agentforce Revenue Management) 1Salesforce Revenue Cloud Advanced 1Salesforce Revenue Cloud/CPQ 1

The company

Salesforce is the company behind Salesforce Revenue Cloud.

Website: salesforce.com
Headquarters: San Francisco, United States
Founded: 1999
Employees: about 35,000 (2019)
Ownership: Public, CRM on New York Stock Exchange

From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Salesforce Revenue Cloud's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Salesforce Revenue Cloud, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at salesforce.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.