Product visibility, not vanity dashboards
AI search visibility testing for e-commerce products.
Geoduck helps e-commerce teams inspect controlled AI API responses about their catalog. Prompt wording can be compared for response robustness; it does not guarantee or improve placement.
Up to 3 models
compared per check, evidence preserved
Weekly
paid monitoring on your schedule
13 months
evidence retention on Pro
Geoduck preview
See what AI says first.
What it validates
The evidence and reporting a controlled-response workflow should make available.
What gets measured
Controlled API-response evidence, model differences, and separately reported prompt robustness observations.
How it works
Add a catalog, write a prompt, inspect the evidence.
- 1Add your primary brand or product and up to three competitors.
- 2Write a discovery prompt and choose up to three eligible AI models.
- 3Geoduck runs controlled responses and preserves the evidence behind every mention.
Focus
SEO pages that explain product visibility, not generic AI hype.
The site focuses on five useful starting points: e-commerce GEO, catalog audits, Shopify demand, controlled AI recommendation questions, and product-catalog testing — each linking to a deeper resource.
Why this shape
Immediate comprehension
The first screen explains what Geoduck is, who it is for, and why a merchant should care without burying the call to action.
Useful qualification
One qualifier helps us sort real catalog demand from generic AI curiosity.
Rollout-ready
The same layout, content model, sitemap pattern, and analytics hooks can be copied into the other project sites.