RoyaltyStat
Why models recommend it
“Instead, use Royalty Range or RoyaltyStat. They offer pay-per-search”Gemini 3.5 Flash · Budget-constrained question · alternative
“Specialized database and analytics for royalty and licensing comparables.”Perplexity Sonar · Direct question · alternative
“Choose RoyaltyStat when royalty and licensing benchmarks are central.”Perplexity Sonar · Comparative question · alternative
“Alternative for Benchmarking Data: RoyaltyStat”GLM 4.7 FlashX · Budget-constrained question · alternative
What gives them pause
“Some platforms bundle premium comparables databases (like RoyaltyStat) into a "full-service" package... these platforms often restrict deep customization of reporting formats”Qwen 3.7 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as RoyaltyStat, over the 23 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 19 | 3 | View → | |
| 14 | 5 | View → | |
| 12 | 3 | View → | |
| 10 | 3 | View → | |
| 8 | 3 | View → | |
| 7 | 1 | View → | |
| 7 | 0 | View → | |
| 7 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 2 | View → |
What the models named instead of RoyaltyStat →
A side-by-side page exists where both products are among a category's top eight.
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 23 of the 23 answers that named RoyaltyStat and are not a share of its labels.
Domains cited
113 of the 120 domain citations in answers naming RoyaltyStat came from a third party's page. Seven were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
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 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |