other
Ranked #44 of 63 in other
ShelfIQ AI Visibility Audit
Wingback's AI Visibility Score: 41/100
ShelfIQ Score
Losing ground to competitors
Tested across ChatGPT, Perplexity & Claude · other category
01
Where Wingback appears (and disappears) in AI search
Live buyer prompts tested across ChatGPT, Perplexity, and Claude. These are the queries your customers use before deciding where to buy.
"best other brands UK"
✗ Not cited
"top-rated other products"
✗ Not cited
"recommended other stores"
✗ Not cited
02
Top gaps costing Wingback AI visibility
1
Missing category-specific FAQ schema
Buyers searching for specific product attributes get directed to competitors with structured content.
2
No comparison or buying guide content
High-intent comparison queries route buyers to review sites instead of your brand page.
3
Sparse AggregateRating markup
Customer reviews exist but aren't schema-marked — AI platforms can't extract or cite them.
03
Wingback vs Category Leader
Wingback · This brand
Wingback
41
Rank #44 in other
Category leader · other
Kwtwnn
59
Rank #1 in other
Kwtwnn is scoring 18 points higher than Wingback. The full audit shows exactly which AI queries Kwtwnn is winning that Wingback isn't.
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