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Monitor

AI Visibility

Demo data

Helio Outdoor is scored only from successful demo answers. API completion is the evaluation mode. These are not consumer ChatGPT rankings.

Overall score
100 × brand mentions ÷ successful answers.

67.5

67.5% of successful answers mention the brand.

Successful evaluations
40
Brand mentions
27
Missing mentions
13
Negative mentions
3
Failed requests
1
Unavailable
3

Provider coverage

Mention rate among successful answers. Disabled providers and failed requests are listed apart from the bars.

  • OpenAI

    Named in the project handoff. 18 mentions in 24 successful answers. 1 failed, 2 unavailable.

    75.0%

  • Sample North

    Demo sample, not a confirmed production provider. 9 mentions in 16 successful answers. 0 failed, 1 unavailable.

    56.3%

  • Sample Fjord

    Demo sample, not a confirmed production provider. Excluded from the score.

    Disabled

Sample North and Sample Fjord are demo providers. OpenAI is named in the project handoff; its payload schema is unverified.

Models and provider state
Model names are demo labels. Snapshot demo-scan-2041. 1 disabled provider.

OpenAI

demo-openai-answer · API completion

partial

Sample North

demo-north-answer · API completion

partial

Sample Fjord

demo-fjord-answer · Not evaluated

disabled
Question performance
Successful snapshot answers grouped by category.
Product8 mentions in 10 answers
Brand7 mentions in 10 answers
Comparison6 mentions in 10 answers
Care6 mentions in 10 answers
Score methodology

Only successful answers enter the score. A missing mention lowers the rate. It is not an error.

A negative mention still names the brand, so it stays inside the mention count.

Failed requests, unavailable evaluations, pending scans, and disabled providers stay outside the score.

When successful answers are zero, the dashboard shows Unavailable.