| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Sales engagement platforms | Sales | 0% | 60 of 66 | 42% | 12 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Sales engagement | 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 50 → 60 of 66 |
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
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“CRM-native engagement (Salesforce Sales Engagement, HubSpot, Dynamics 365) — one database, no sync lag, single source of truth” DeepSeek V4 Flash · Sales engagement · scale prompt · alternative
“If you already live in Salesforce, Salesforce Sales Engagement / Agentforce Sales is the native option” Muse Glimmer 30B · Sales engagement · direct prompt · alternative
“Built-in sequencing and engagement directly inside the CRM dashboard.” Gemini 3.5 Flash · Sales engagement · comparative prompt · alternative
“Salesforce-centered teams that want to minimize separate systems” GPT-6 Luna · Sales engagement · comparative prompt · alternative
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.
“Tools with Significant User Complaints - Salesforce Sales Engagement – Users report: Steep learning curve... $50+/user/month with hidden add-ons” GLM 4.7 FlashX · Sales engagement · negative prompt · hard negative
“The learning curve is steep, with new users feeling lost with too many menus and clicks... smaller teams saying it's too costly for the value they get” Claude Haiku 4.5 · Sales engagement · negative prompt · soft negative
“one guide explicitly excludes HubSpot and Salesforce from its sales-engagement-only comparison because they are broader commercial systems” Perplexity Sonar · Sales engagement · negative prompt · soft negative
“Steep learning curve... Expensive: $50+/user/month is just the starting point” Kimi K2 · Sales engagement · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 45 of the 46 answers that named Salesforce Sales Engagement and are not a share of its labels.
179 of the 179 domain citations in answers naming Salesforce Sales Engagement came from somebody else's page.
Pages are listed as the models cited them.
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.
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.
Already following? Everything you follow, with a stop for each.
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
What Salesforce Sales Engagement's own pages state, read September 28, 2026: salesforce.com/sales/engagement-platform, salesforce.com/sales/demos/engagement, salesforce.com/sales/demos/sales-engagement, salesforce.com/sales/engagement-platform/guide, salesforce.com/br/resources/customer-engagement. A claimed page can correct any of them.
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 Sales 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 Sales Engagement, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Salesforce Sales Engagement by email, built from the raw record of the edition. It shows: