food
Ranked #5 of 8 in food
ShelfIQ AI Visibility Audit
ZenBisco's AI Visibility Score: 45/100
ShelfIQ Score
Losing ground to competitors
Tested across ChatGPT, Perplexity & Claude · food category
01
Where ZenBisco 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.
"healthy snacks delivered UK"
✗ Not cited
"organic food subscription boxes"
✗ Not cited
"best meal kit services UK"
✗ Not cited
02
Top gaps costing ZenBisco 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
ZenBisco vs Category Leader
ZenBisco · This brand
ZenBisco
45
Rank #5 in food
Category leader · food
Granola
67
Rank #1 in food
Granola is scoring 22 points higher than ZenBisco. The full audit shows exactly which AI queries Granola is winning that ZenBisco isn't.
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