| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Sales commissions and incentive compensation | Revenue operations | 3% | 9 of 47 | 48% | 46 | criticized challenger | ▲+4Since September 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Commissions | 0% | 4% | ▲+4Since September 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 49 → 9 of 47 |
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 | 1 | 1 | 1 | 3 |
| GPT-5.4 mini | 0 | 3 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 4 | 5 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 2 | 3 | 5 |
| Mistral Small | 2 | 0 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 2 | 3 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 3 | 1 | 4 |
| Kimi K2 | 0 | 0 | 1 | 3 | 4 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 3 | 4 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 1 | 1 | 2 | 4 |
Verbatim evidence the judge attached to positive labels.
“Visdum and Xactly Incent are top choices due to their automation, integration, and scalability.” Mistral Small · Commissions · direct prompt · first choice
“For most mid-sized B2B companies, Xactly and Varicent are the top choices” Mistral Small · Commissions · paraphrase prompt · first choice
“For large, complex sales organizations: Xactly or Beqom” GLM 4.7 FlashX · Commissions · comparative prompt · first choice
“While it requires significant administrative upkeep and a longer deployment window, its enterprise-wide capabilities ... are highly robust.” Gemini 3.5 Flash · Commissions · 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.
“outdated interface that can feel clunky and unintuitive, with inadequate and cumbersome reporting features ... implementation is long and expensive” Claude Haiku 4.5 · Commissions · negative prompt · hard negative
“Avoid older legacy tools like Xactly unless you have specific enterprise requirements.” Kimi K2 · Commissions · direct prompt · hard negative
“Legacy technology issues: Users report clunky, confusing interfaces and slow loading times ... Despite these issues, it has decent overall ratings (4.2/5)” MiniMax M2.5 · Commissions · negative prompt · soft negative
“the standard enterprise-tier platforms (such as Xactly, CaptivateIQ, or Salesforce Spiff) are usually out of the question due to high minimum user counts” Gemini 3.5 Flash · Commissions · budget 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 138 of the 142 answers that named Xactly Incent and are not a share of its labels.
625 of the 625 domain citations in answers naming Xactly Incent 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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 380 | 0 | 2025-01-01 | CRM | |
| Report or ebook | 82 | undated | |||
| Case study | 51 | undated | |||
| News or press | 32 | undated | |||
| Webinar or virtual event | 27 | 0 | 2025-12-10 | CRM | |
| Glossary or explainer | 19 | undated | CPQ | ||
| Comparison | 15 | undated | |||
| Conference or event | 3 | 1 | 2026-10-12 | ||
| Template or tool | 1 | undated |
Every page xactlycorp.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
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 · Crunchbase
What Xactly Incent's own pages state, read September 28, 2026: xactlycorp.com, trust.xactlycorp.com, xactlycorp.com/platform-overview, xactlycorp.com/customer-stories, xactlycorp.com/company/partners. 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 Xactly Incent'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 Xactly Incent, 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 Xactly Incent by email, built from the raw record of the edition. It shows: