Compensation benchmarking data · Named, not rankedCulpepper Compensation Surveys
Culpepper Compensation Surveys provides compensation benchmarking data that organizations use to compare pay against the market · culpepper.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Culpepper Compensation Surveys has 8.
Why models recommend it
“consider low-cost subscriptions like Culpepper, Figures, or PayScale Ascent”GLM 4.7 FlashX · Budget-constrained question · alternative
“Exceptionally well-suited for mid-sized companies.”Gemini 3.5 Flash · Paraphrase question · alternative
“Excellent for targeted, global B2B data”Grok 4.20 · Paraphrase question · alternative
“Best for Customized Industry Coverage”Kimi K2 · Paraphrase question · alternative
What gives them pause
“Avoid expensive annual contracts (like Culpepper at ~$7,400/year)”MiniMax M2.5 · Budget-constrained question · warning
Also on the shortlist
The products named in the same answers as Culpepper Compensation Surveys, over the 17 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 15 | 2 | View → | |
| 10 | 3 | View → | |
| 8 | 1 | View → | |
| 7 | 3 | View → | |
| 7 | 2 | View → | |
| 7 | 1 | View → | |
| 7 | 0 | View → | |
| 6 | 1 | View → | |
| 6 | 1 | View → | |
| 6 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Culpepper Compensation Surveys's own site, not checked by Gane.
- For
- companies
- Customers named
- eMoney, Aurora Solar, Food Bank of South Jersey, Berk Enterprises, Inc., Georgia Technology Authority
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 14 of the 17 answers that named Culpepper Compensation Surveys and are not a share of its labels.
Domains cited
Fifty-two of the fifty-two domain citations in answers naming Culpepper Compensation Surveys came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |