Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 45 → 40 of 42
Salesforce · 8 categories · RankedSalesforce Marketing Cloud Account Engagement
153Judge labels
4First choices
35Negative labels
14 / 14Models named it
8Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Best standing
4% in Email marketing for enterprise buyers
Rank 9 of 59 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 21% of its 39 labels there were negative.
What the models named instead of Salesforce Marketing Cloud Account Engagement →By buyer segmentRead the same way at every buyer size.
Small business42 of 44
0%9 labels
under the label threshold
Mid-market9 of 59
0%39 labels
accepted challenger
Enterprise6 of 54
2%36 labels
accepted challenger
In marketing automation · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named Salesforce Marketing Cloud Account Engagement 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 | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Marketing automation and campaign management | Marketing | 0% | 9 of 59 | 21% | 39 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Email marketing platforms | Marketing | 0% | 15 of 66 | 17% | 12 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Account-based marketing platforms | Marketing | 0% | 20 of 71 | 0% | 4 | under 10 labels · led by AdRoll ABM at 53% | newNew since September 2026: not ranked then, 0% now. |
| Ecommerce marketing | Marketing | 0% | 93 of 115 | 67% | 3 | under 10 labels · led by HubSpot Marketing Hub at 38% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| AI marketing agents | Marketing | 0% | 112 of 157 | 0% | 1 | under 10 labels · led by HubSpot Breeze at 24% | |
| Attribution and marketing mix modeling | Marketing | 0% | 97 of 123 | 0% | 1 | under 10 labels · led by Dreamdata at 27% | newNew since September 2026: not ranked then, 0% now. |
| Customer intelligence and data science | GTM data and infrastructure | 0% | 72 of 142 | 0% | 1 | under 10 labels · led by Amplitude at 18% | newNew since September 2026: not ranked then, 0% now. |
| Lead routing and management | Sales | 0% | 99 of 111 | 100% | 1 | under 10 labels · led by LeadAngel at 26% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Salesforce Marketing Cloud Account Engagement held within the floor in all eight categories: no change cleared 11 points.
Best category · Marketing automation · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 6 → 8 of 51
Enterprise▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 4% in September 2026
Inside the floor by 9 pointsRank 4 → 6 of 50
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Marketing automation | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 → 9 of 59 |
| Email marketing | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 14 → 15 of 66 |
| ABM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 20 of 71, unchanged |
| Ecommerce marketing | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 29 → 93 of 115 |
| AI marketing agents | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 112 of 157, unchanged |
| Attribution & MMM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 97 of 123, unchanged |
| Customer intel | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 72 of 142, unchanged |
| Lead routing | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 99 of 111, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Salesforce Marketing Cloud Account Engagement across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Salesforce Marketing Cloud Account Engagement across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 1 | 3 |
| GPT-5.4 mini | 0 | 4 | 1 | 0 | 5 |
| Gemini 3.5 Flash | 0 | 5 | 0 | 1 | 6 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 0 | 3 | 4 |
| Mistral Small | 0 | 3 | 1 | 0 | 4 |
| DeepSeek V4 Flash | 0 | 6 | 0 | 1 | 7 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 5 | 1 | 0 | 6 |
| Kimi K2 | 0 | 3 | 1 | 5 | 9 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 4 | 1 | 0 | 5 |
| GPT-6 Luna | 0 | 5 | 0 | 0 | 5 |
| Muse Glimmer 30B | 0 | 2 | 2 | 1 | 5 |
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
Direct43 labels2
Paraphrase39 labels2
Comparative21 labelsNone
Budget-constrained8 labelsNone
Scale-constrained18 labelsNone
Negative24 labelsNone
First choiceAlternativeMentionNegative153 labels in all, every segment counted; 4 of the 4 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.
“If your company already runs on Salesforce CRM and has a more complex enterprise marketing operation, Salesforce Agentforce Marketing / Marketing Cloud Next is the stronger choice.” GPT-5.4 mini · AI marketing agents · paraphrase prompt · alternative
“You already run Salesforce and want marketing tightly integrated with it: evaluate Salesforce Marketing Cloud Account Engagement.” GPT-6 Luna · Marketing automation · paraphrase prompt · alternative
“If you're already deeply invested in Salesforce → Pardot/Marketing Cloud Account Engagement makes sense despite the higher cost.” DeepSeek V4 Flash · Email marketing · paraphrase prompt · alternative
“If your sales department runs entirely on Salesforce, Salesforce Account Engagement (Pardot) is the logical choice.” Gemini 3.5 Flash · Email marketing · 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.
“it remains notoriously complex to set up... Avoid if: You do not use Salesforce as your primary CRM.” Gemini 3.5 Flash · Marketing automation · negative prompt · hard negative
“"Pardot: No, just no. Run, run away fast."” Kimi K2 · Marketing automation · negative prompt · hard negative
“Be cautious if you need flexible, customizable reporting, complex automation at scale, or are concerned about long-term product investment.” Muse Glimmer 30B · Marketing automation · negative prompt · soft negative
“It's expensive, starting at $1,250 per month... Pardot only makes sense if you're already committed to Salesforce” Claude Haiku 4.5 · Marketing automation · negative prompt · soft negative
Named alongside
The products named in the same answers as Salesforce Marketing Cloud Account Engagement, over the 153 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Salesforce Marketing Cloud Account Engagement was named but was not.ShowHide
Named alongside
The products named in the same answers as Salesforce Marketing Cloud Account Engagement, over the 153 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Salesforce Marketing Cloud Account Engagement was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. 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 Marketing Cloud Account Engagement. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 136 of the 153 answers that named Salesforce Marketing Cloud Account Engagement and are not a share of its labels.
Domains cited
pipeline.zoominfo.com51
ventureharbour.com36
blog.hubspot.com35
salesforce.comYour site31
digitalapplied.com30
hubspot.com26
improvado.io25
marketbetter.ai25
prometheusagency.co22
g2.com21
271 of the 302 domain citations in answers naming Salesforce Marketing Cloud Account Engagement came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
Where Salesforce Marketing Cloud Account Engagement stands in Google search beside where it stands in the models' answers.ShowHide
Search and answers
Where Salesforce Marketing Cloud Account Engagement stands in Google search beside where it stands in the models' answers.
ShowHideIn search
Google, US estimates- Searches for its name, Google
- 260 a month (“salesforce marketing cloud account engagement”)
- AI search demand for its name, est.
- 8 a month
- Its own site
- It sits on Salesforce's site (salesforce.com), so there are no site figures for it alone
In answers
This editionShare of first choices
0%
rank 9 of 59 in marketing automation
Segment leader
63%
HubSpot Marketing Hub
- First choices
- 4 across its categories
- Named in
- 153 answers
- Its own site cited
- in 136 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
Names read as Salesforce Marketing Cloud Account Engagement
What the judge wrote, as written, with how often. The vendor table decides that these count as Salesforce Marketing Cloud Account Engagement; a claim can dispute any of them.
Pardot 8Pardot (Salesforce) 5Salesforce Marketing Cloud Account Engagement (formerly Pardot) 5Salesforce Pardot 4Pardot (Salesforce Marketing Cloud Account Engagement) 3Salesforce Account Engagement (formerly Pardot) 3Marketing Cloud Account Engagement 2Pardot (Marketing Cloud Account Engagement) 2Salesforce 2Salesforce Account Engagement 2Salesforce Marketing Cloud Account Engagement (Pardot) 2Marketo / Pardot (Salesforce Account Engagement) 1Pardot (Account Engagement) 1Pardot (Salesforce Account Engagement) 1Pardot (by Salesforce) 1Pardot (now Marketing Cloud Account Engagement) 1Pardot / Salesforce Marketing Cloud Account Engagement 1Salesforce (Einstein Account Targeting) 1Salesforce (Marketing Cloud Account Engagement, formerly Pardot) 1Salesforce Account Engagement (Formerly Pardot) 1Salesforce Agentforce Marketing / Marketing Cloud Next 1Salesforce Marketing Cloud & Account Engagement (formerly Pardot) 1Salesforce Marketing Cloud Account Engagement (ex-Pardot) 1Salesforce Pardot (Account Engagement) 1
Follow Salesforce Marketing Cloud Account Engagement
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
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The company
Salesforce is the company behind Salesforce Marketing Cloud Account Engagement.ShowHide
The company
Salesforce is the company behind Salesforce Marketing Cloud Account Engagement.
ShowHideOn record
Wikidata- Website
- salesforce.com
- Headquarters
- San Francisco, United States
- Founded
- 1999
- Employees
- about 35,000 (2019)
- Ownership
- Public, CRM on New York Stock Exchange
- Also from Salesforce
- Salesforce / Marketing Cloud Next / Agentforce Marketing, Salesforce Agentforce, Salesforce Agentforce / Einstein, Salesforce Agentforce Engagement, Salesforce Agentforce Marketing, Salesforce Agentforce SDR, Salesforce Agentforce Voice, Salesforce Agentforce for Marketing Cloud and 92 more
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
In its own words
Stated by the vendor, not checked- Positioning
- Salesforce’s digital marketing automation software that helps companies to build and manage personalized customer relationships across every channel.
- For
- companies
- Customers named
- fisher and paykelF1General Mills
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, certifications, hosting
What Salesforce Marketing Cloud Account Engagement's own pages state, read September 28, 2026: salesforce.com/marketing/cloud, salesforce.com/marketing/engagement, salesforce.com/marketing/customer-engagement-score, salesforce.com/marketing/salesforce-message-credits, salesforce.com/marketing/start-marketing-cloud-next. A claimed page can correct any of them.
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 Marketing Cloud Account Engagement'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 Marketing Cloud Account Engagement, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Salesforce Marketing Cloud Account Engagement by email, built from the raw record of the edition. It shows:
- where Salesforce Marketing Cloud Account Engagement is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Salesforce Marketing Cloud Account Engagement, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.