Compensation benchmarking data · Named, not rankedCompData Surveys
CompData Surveys is a compensation survey product that supplies compensation benchmarking data · compdata.ai ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. CompData Surveys has 1.
Why models recommend it
“Salary.com Compdata offers "current, reliable compensation data for your specific industry, size and labor market"”Muse Glimmer 30B · Paraphrase question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as CompData Surveys, over the 1 answer that named it, and how often each was the first choice instead.
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on CompData Surveys's own site, not checked by Gane.
- For
- organizations that want fair pay with limited administrative overhead; growth-stage organizations competing for scarce talent; organizations that value clarity and tenure; margin-tight organizations; early-stage startups
- Price stated
- SOC observed (BLS OEWS)Buy — $258Subscribe — $79/moSubscribe — $790/yr; Modeled market (Job × Level)Buy — $490Subscribe — $149/moSubscribe — $1,490/yr; Modeled + your data, maintained connectionSubscribe — $24,900/yr; Bring your own survey (BYOS)Buy — $18,000; One-time snapshotBuy — $258; Maintained feedSubscribe — $79/moSubscribe — $790/yr; Connected to your data, maintainedSubscribe — $2,900/yr; Pay Structure Library (range-width variants)Buy — $490; Templated Pay Systems (strategy × size × industry)Buy — $490; Custom structure — your families + strategy on our modelBuy — $1,490
- Starting price
- $79/mo
- Free plan or trial
- Check one role free →
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 1 of the 1 answers that named CompData Surveys and are not a share of its labels.
Domains cited
Ten of the ten domain citations in answers naming CompData 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 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |