Shelf monitors your competitor peer set — pricing moves, promotions, and marketing activity — and surfaces AI observations inside your Shopify admin.
Where it ranks
Analytics · vs 4 wk agoAlso Store management (unrated, listed #4,301 of 6,891).
Listing vocabulary in Analytics
share of the 1,822 listings using each term · 15 not in this listinganalytics20%track15%data15%real10%insights10%profit10%tracking10%time9%ads9%google9%marketing7%revenue7%see7%conversion6%meta6%reports6%
Ranks are this app's position among the apps ShopAppDB lists in each category, from Shopify App Store data updated weekly; "by reviews" orders by review count, "listing position" by rating then reviews. "On the Shopify App Store" is where apps.shopify.com itself placed the app in that subcategory's listing when ShopAppDB last walked it, counting organic cards only.
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