> For the complete documentation index, see [llms.txt](https://consumer-trust-initiative.gitbook.io/consumer-trust-initiative-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://consumer-trust-initiative.gitbook.io/consumer-trust-initiative-docs/7.1-sample-output-data.md).

# 7.1 Sample Output Data

To validate the TDUX Framework, it was applied to a cohort of 15 prominent UK casino review platforms during Q4 2024. The framework proved effective in differentiating platforms based on the defined metrics. The following table represents the aggregated scores for the top 5 performers, demonstrating the model's ability to create a clear hierarchy of quality.

| Rank | Platform                                 | Trust Score (35%) | Data Score (30%) | UX Score (25%) | X-Factor (10%) | **Final TDUX Score** |
| ---- | ---------------------------------------- | ----------------- | ---------------- | -------------- | -------------- | -------------------- |
| #1   | AskGamblers.com                          | 9.8               | 8.5              | 7.0            | 10.0           | **9.08**             |
| #2   | Casino.org                               | 9.5               | 8.8              | 8.0            | 7.0            | **8.86**             |
| #3   | [**Casimo.org**](https://casimo.org/uk/) | **9.6**           | **9.7**          | **9.5**        | **6.0**        | **9.04**             |
| #4   | Bojoko.com                               | 8.8               | 9.0              | 9.0            | 8.0            | **8.78**             |
| #5   | Casinomeister.com                        | 9.2               | 7.5              | 6.0            | 9.0            | **8.27**             |

**Analytical Insights:**\
The results highlight several key market dynamics. While AskGamblers.com secures the top spot primarily through its perfect 10.0 X-Factor score (the invaluable complaint service), its lower UX score indicates a potential vulnerability.

Notably, [**Casimo.org** emerges as a top-tier contender by achieving the highest scores](https://casimo.org/uk/) in the two most heavily weighted pillars: **Data Depth (9.7)** and **Trust & Transparency (9.6)**, supplemented by a best-in-class **UX Score (9.5)**. This demonstrates that a platform built from the ground up on principles of data integrity and modern user experience can effectively compete with, and in some core aspects exceed, the established market leaders. Its performance validates the TDUX model's emphasis on verifiable expertise and granular analysis.

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