| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Compensation management | Compensation and total rewards | 0% | 26 of 140 | 11% | 19 | accepted challenger | ▼−1Since September 2026: 1% → 0%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Compensation management | 1% | 0% | ▼−1Since September 2026: 1% → 0%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 22 → 26 of 140 |
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 13 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 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 2 | 0 | 3 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“If your company already has HR software and only needs salary benchmarking, Salary.com is the leaner choice.” Perplexity Sonar · Compensation management · budget prompt · alternative
“Tier 1: Best Overall Picks ... Companies wanting the deepest benchmark library and compliance focus” DeepSeek V4 Flash · Compensation management · paraphrase prompt · alternative
“recommended for mid-sized companies that are serious about pay equity, competitive benchmarking” Claude Haiku 4.5 · Compensation management · direct prompt · alternative
“A specialist option combining market data, job pricing and compensation analytics/planning.” GPT-6 Luna · Compensation management · 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.
“Algorithm-driven tools like Payfactors, Salary.com, or CompAnalyst promise real-time data... results can vary by as much as 35%” Muse Glimmer 30B · Compensation management · negative prompt · soft negative
“Salary.com - Concerns include: - Costly paywalls for features - Limited job information” MiniMax M2.5 · Compensation management · 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 54 of the 54 answers that named Salary.com and are not a share of its labels.
242 of the 242 domain citations in answers naming Salary.com 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 |
|---|---|---|---|---|---|
| Report or ebook | 25,865 | 2 | 2026-09-22 | HRIS and HCM platforms, Succession planning | |
| Conference or event | 2,646 | undated | HRIS and HCM platforms, Pay equity | ||
| Blog | 2,541 | 7 | 2026-09-24 | Pay equity, Compensation management | |
| News or press | 790 | undated | Pay equity, Compensation management | ||
| Glossary or explainer | 390 | 41 | 2026-09-24 | Pay equity, Succession planning | |
| Comparison | 72 | 6 | 2026-09-28 | Workforce management sui, Performance management | |
| Case study | 29 | undated | |||
| Template or tool | 24 | undated | Employee onboarding | ||
| Webinar or virtual event | 6 | 0 | 2025-12-10 |
As the event pages on salary.com state them, read September 28, 2026.
Every page salary.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. Of its titles that name a category, most name pay equity (126); 74 name the category the models place it in. 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.
What Salary.com's own pages state, read September 28, 2026: salary.com, salary.com/platform, salary.com/resources/case-studies. 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 Salary.com'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 Salary.com, 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 Salary.com by email, built from the raw record of the edition. It shows: