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Holds 9% of the AI shelf on shopping queries (±5pts · 125 shelf trials). Shelf going to Ninja, GreenPan, Carote.

AI Shelf Visibilityi
9%
125 shelf trials · reliable
Shelf Coveragei
57 / 123
66 products not on the AI shelf (30d)
Source Authorityi
3%
of 31054 category citations are yours
Sentimenti
—
no scored answers yet

What needs attention

34 hero products have zero shelf space in non-branded shopping queries→Losing shelf space in 1 category as price filters tighten→38 shopping queries where competitors could buy your shelf position→122 products not feed-ready — missing required attributes for the ChatGPT product feed→Only 3% of category sources are yours — competitors own the rest of the recommendation→

Products on the AI shelf

Full action list →

Products ChatGPT recommends when shoppers search your category. Shelf rate = % of non-branded shopping queries where this product appears. Across 482 queries over 90 days.

Product
CategoryShelf rate
★Titanium Pro Cookware Set
cookware1%
★Titanium Always Pan Pro
cookware1%
★Wonder Oven
Electronic1%
Dessert Plates
dinnerware0%
★Mini Always Pan 2.0
cookware0%
★Essentials Griddle Pan Set
cookware0%
★Cookware Duo
cookware0%
★Titanium Mini Perfect Pot Pro
cookware0%

+6 more products. See all →

Feed readiness

1 / 123
products feed-ready
92%
required fields filled
GTIN · 123MPN · 123Age group · 123Color · 123

TRACE — Vektor10's proprietary ChatGPT commerce technology

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