0.0%
Channel rules broken · rank 1 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
98.8%
Content quality · rank 2 of 18
- Unit
- % of checks, higher is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
0.0%
Failed outputs · rank 1 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not a provider outage: provider errors are retried before a product counts as failed.
0.0%
Missing UK information · rank 1 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
5.4%
Not findable · rank 9 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
72.0%
Publish-ready listings · rank 3 of 18
- Unit
- % of products, higher is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
67.9%
Reliably publish-ready · rank 1 of 18
- Unit
- % of products, higher is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
3.6%
Unsupported claims · rank 2 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
0.07
Unsupported claims · rank 1 of 18
- Unit
- claims per product, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
19.1%
Wrong attributes · rank 9 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
1.8%
Wrong category or variant · rank 3 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
100.0%
Channel compliance · rank 1 of 18
- Unit
- % of products, higher is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
0.0%
Channel rules broken · rank 1 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
100.0%
Conflicts caught · rank 1 of 18
- Unit
- % of conflicts, higher is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
98.6%
Content quality · rank 1 of 18
- Unit
- % of checks, higher is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
$0.0084
Cost per product · rank 7 of 18
- Unit
- US dollars, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your cost: prices are those charged through OpenRouter on the run date.
98.6%
Decision accuracy · rank 1 of 18
- Unit
- % of decisions, higher is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
0.0%
Failed outputs · rank 1 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not a provider outage: provider errors are retried before a product counts as failed.
94.4%
Field accuracy · rank 3 of 18
- Unit
- % of missing fields, higher is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
2.2%
Invented values · rank 13 of 18
- Unit
- % of filled values, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
0.0%
Missing UK information · rank 1 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
4.8%
Not findable · rank 7 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
77.4%
Publish-ready listings · rank 1 of 18
- Unit
- % of products, higher is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
73.2%
Reliably publish-ready · rank 2 of 18
- Unit
- % of products, higher is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
0.6%
Unsupported claims · rank 1 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
0.04
Unsupported claims · rank 2 of 18
- Unit
- claims per product, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
16.7%
Wrong attributes · rank 8 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
1.8%
Wrong category or variant · rank 2 of 18
- Unit
- % of products, lower is better
- Configuration
- GPT-6.1 Sol, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.