TRACE
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Gruns

Partial data — 9 of 10 prompts probed (1 failed, Jun 12).
OverviewShelfChatGPT RevenueAuthorityDrop-offAdsTopicsCatalogFeedMethodologySettings
↓ Client report (PDF)

No AI-shelf signal yet — probe this brand's shopping queries to measure shelf presence.

AI Shelf Visibilityi
—
No shelf trials yet
Shelf Coveragei
1 / 10
9 products not on the AI shelf (30d)
Source Authorityi
4%
of 716 category citations are yours
Sentimenti
—
no scored answers yet

What needs attention

3 hero products have zero shelf space in non-branded shopping queries→1 shopping queries where competitors could buy your shelf position→10 products not feed-ready — missing required attributes for the ChatGPT product feed→Only 4% of category sources are yours — competitors own the rest of the recommendation→

Feed readiness

0 / 10
products feed-ready
93%
required fields filled
Seller URL · 10GTIN · 10MPN · 10Material · 10

TRACE — Vektor10's proprietary ChatGPT commerce technology

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