| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Recognition and rewards | Onboarding and employee experience | 0% | 28 of 55 | 33% | 9 | under 10 labels · led by Bonusly at 22% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“For Traditional Milestones: Look for premium gifting services (O.C. Tanner).” Qwen 3.7 Flash · Recognition and rewards · comparative prompt · alternative
“10. O.C. Tanner - Best for customizable, large-enterprise solutions.” Grok 4.1 Fast · Recognition and rewards · comparative prompt · alternative
“The heritage provider, best known for service/milestone awards.” DeepSeek V4 Flash · Recognition and rewards · comparative prompt · alternative
“Global, highly customizable solutions” GLM 4.7 FlashX · Recognition and rewards · 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.
“Beware most of O.C. Tanner” DeepSeek V4 Flash · Recognition and rewards · negative prompt · hard negative
“require 1–3 months of custom implementation, custom HRIS integrations, strict budgeting controls” Gemini 3.5 Flash · Recognition and rewards · comparative prompt · soft negative
“without the complexity and cost of enterprise solutions like Achievers or O.C. Tanner” Kimi K2 · Recognition and rewards · paraphrase 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 30 of the 34 answers that named O.C. Tanner Culture Cloud and are not a share of its labels.
147 of the 160 domain citations in answers naming O.C. Tanner Culture Cloud 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 O.C. Tanner Culture Cloud'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 O.C. Tanner Culture Cloud, 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 octanner.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.