Geoduck resource
Product Visibility Score
A score is a useful shorthand as long as it is backed by evidence. Geoduck should show the inputs behind the score, not just a number.
Why this page exists
A simple score page for explaining relative visibility across AI models.
What to consider
- Give the audience a quick summary metric.
- Make the landing page easier to scan.
- Connect the score to model responses and product mentions.
Is the score absolute?
No. It is a practical summary of visibility based on the evidence collected.
Why expose a score?
Because it helps teams prioritize and compare catalogs quickly.
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