| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Compensation benchmarking data | Compensation and total rewards | 0% | 29 of 144 | 30% | 10 | criticized challenger |
| Compensation management | Compensation and total rewards | 0% | 63 of 189 | 25% | 4 | under 10 labels · led by Pave at 18% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 1 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 2 | 2 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Similar to Mercer, but often chosen for global HR/benefits depth and actuarial/benefits expertise.” GPT-5.4 mini · Compensation benchmarkin · comparative prompt · first choice
“Alternatively, rely on traditional, highly vetted corporate surveys from firms like Radford (Aon), WTW, or Mercer.” Gemini 3.5 Flash · Compensation benchmarkin · negative prompt · alternative
“Prioritize platforms that use verified employer-reported data (such as Option Impact, Pave, Ravio, or WTW/Radford)” Gemini 3.5 Flash · Compensation management · negative prompt · alternative
“platforms like Payscale, Mercer, or WTW are the gold standards” Gemini 3.5 Flash · Compensation benchmarkin · scale 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.
“Traditional salary survey providers (data in spreadsheets/portals, limited software).” DeepSeek V4 Flash · Compensation management · comparative prompt · soft negative
“Mercer / WTW: ... they can be heavier than many mid-market companies need” GPT-5.4 mini · Compensation benchmarkin · direct prompt · soft negative
“often cost-prohibitive for mid-market firms” Qwen 3.7 Flash · Compensation benchmarkin · direct prompt · soft negative
“Risk: Very high cost and clunky technology.” Qwen 3.7 Flash · Compensation benchmarkin · scale 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 17 of the 26 answers that named WTW and are not a share of its labels.
Sixty-five of the sixty-five domain citations in answers naming WTW came from somebody else's page.
Pages are listed as the models cited 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 WTW'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 WTW, 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 wtwco.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.