You're in the answer 74.2% of the time.

Across 31 answers from 1 model, Alt Media Studios came up 23 times. When the models talk about you, 100% of what they say is favorable.

AI tells one favorable story about you — with uneven conviction.

We placed 53 AI answers by how favorable they are and how much conviction they carry. Most answers sit in Favorable / muted (polarization 0.7) — conviction varies more than tone.

You are named in 74% of answers. Google appears in 60% of rival-comparison answers.

Your mention rate is 74%, ahead of Google, Shopify, Moz on your mention rate. These rival figures are mention rates in competitive prompts, not shares of one pie — they do not need to sum to 100%.

AI sees you and it trusts what it finds.

Your authority score is 80 out of 100, and citation quality is 82 (excellent).

In the full report

• missed_demand (10) — Buyer questions where models name competitors instead of you, with modeled monthly value at risk and fix steps.
• buyer_panel — Simulated buyer-panel rounds, objections, and choice shares across personas.
• investor_deck — How models score your deck and the red flags they raise.
• action_plan (5) — Prioritized fixes, impact notes, and a 4-week schedule to move the score.
• more_answers — Additional model answers beyond the free sample shown on the public page.
• more_models — Full multi-model breakdown beyond the free preview models.
• split_perception — Model-by-model score grid and where assistants disagree about you.
• over_time — Score and visibility trends across previous runs.

Unlock the full report · Run your own analysis · JSON · Markdown

You're in the answer 74.2% of the time.

Across 31 answers from 1 model, Alt Media Studios came up 23 times. When the models talk about you, 100% of what they say is favorable.

AI tells one favorable story about you — with uneven conviction.

We placed 53 AI answers by how favorable they are and how much conviction they carry. Most answers sit in Favorable / muted (polarization 0.7) — conviction varies more than tone.

You are named in 74% of answers. Google appears in 60% of rival-comparison answers.

Your mention rate is 74%, ahead of Google, Shopify, Moz on your mention rate. These rival figures are mention rates in competitive prompts, not shares of one pie — they do not need to sum to 100%.

AI sees you and it trusts what it finds.

Your authority score is 80 out of 100, and citation quality is 82 (excellent).

In the full report

• missed_demand (10) — Buyer questions where models name competitors instead of you, with modeled monthly value at risk and fix steps.
• buyer_panel — Simulated buyer-panel rounds, objections, and choice shares across personas.
• investor_deck — How models score your deck and the red flags they raise.
• action_plan (5) — Prioritized fixes, impact notes, and a 4-week schedule to move the score.
• more_answers — Additional model answers beyond the free sample shown on the public page.
• more_models — Full multi-model breakdown beyond the free preview models.
• split_perception — Model-by-model score grid and where assistants disagree about you.
• over_time — Score and visibility trends across previous runs.

Unlock the full report · Run your own analysis · JSON · Markdown