| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Territory and quota planning | Revenue operations | 2% | 14 of 103 | 0% | 5 | under 10 labels · led by CaptivateIQ at 30% |
| Sales commissions and incentive compensation | Revenue operations | 0% | 10 of 51 | 23% | 47 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 4 | 0 | 0 | 4 |
| Gemini 3.5 Flash | 0 | 5 | 1 | 1 | 7 |
| Perplexity Sonar | 0 | 1 | 0 | 2 | 3 |
| Grok 4.1 Fast | 0 | 4 | 0 | 1 | 5 |
| Mistral Small | 0 | 2 | 3 | 0 | 5 |
| DeepSeek V4 Flash | 1 | 3 | 1 | 1 | 6 |
| Llama 4 Maverick | 0 | 1 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 2 | 4 |
| Kimi K2 | 0 | 2 | 3 | 1 | 6 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 2 | 5 |
| MiniMax M2.5 | 0 | 0 | 1 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“go with Salesforce Spiff — it has the fastest implementation, native integration, and best ROI for your profile” DeepSeek V4 Flash · Territory planning · paraphrase prompt · first choice
“1. Salesforce Spiff ($75/user/month) - Best for: Salesforce-native teams” GLM 4.7 FlashX · Commissions · comparative prompt · first choice
“An excellent choice if your company runs exclusively on Salesforce and wants a native experience within the CRM interface.” Qwen 3.7 Flash · Commissions · scale prompt · alternative
“if you're already deeply invested in Salesforce and want a more CRM-native, faster-to-deploy option” GPT-5.4 mini · Commissions · paraphrase 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.
“Salesforce used as a commission engine is specifically called out as a poor fit for complex commission calculation” Perplexity Sonar · Commissions · negative prompt · hard negative
“Avoid enterprise tools (e.g., CaptivateIQ, Spiff at $75/user/mo)” Grok 4.1 Fast · Commissions · budget prompt · hard negative
“Only consider it if your entire stack is Salesforce-native and you're comfortable with post-acquisition uncertainty and add-on costs.” DeepSeek V4 Flash · Commissions · negative prompt · soft negative
“requiring heavy setup, professional services, complex integrations, or being difficult to maintain” Perplexity Sonar · Commissions · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 24 of the 132 answers that named Salesforce Spiff and are not a share of its labels.
Ninety-five of the 102 domain citations in answers naming Salesforce Spiff came from somebody else's page.
Pages are listed as the models cited them.
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
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 Spiff'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 Spiff, 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.