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Trackdown Reports

In-depth AI visibility studies analyzing how top brands appear across real prompts, where they’re missing, and what you can learn to win citations.

48

Brands Analyzed

04

AI Engines Covered

1000+

Prompts Tested

All Reports

Horeca Shop

Online restaurant equipment and hospitality supplies for foodservice professionals.

8%

AI Visibility

1.3

Avg. Position

#1

Category Rank

+68

Net Sentiment

Key Finding

Horeca.shop ranks #1 with 8% visibility across AI models, but faces a 92% coverage gap. The brand appears strongest in direct comparison and Netherlands-specific queries, yet remains absent from broader European and category-focused prompts where generalist competitors dominate.

Feather and Frost

Online sterling silver jewellery inspired by nature and wildlife.

9%

AI Visibility

1.1

Avg. Position

#1

Category Rank

+82

Net Sentiment

Key Finding

Feather & Frost ranks #1 with 9% visibility, but faces a 91% coverage gap across 100 prompts. The brand dominates recycled silver and wildlife-themed searches, yet remains absent from broader gift and material-specific queries where larger competitors like Links of London and Thomas Sabo appear.

Byte & Bark Brew

Online coffee retailer providing specialty beans and pods for home brewing.

5%

AI Visibility

1

Avg. Position

#1

Category Rank

+77

Net Sentiment

Key Finding

Byte & Bark Brew ranks #1 with 5% visibility, but appears in only 3 of 100 prompts. The brand dominates niche dog-coffee comparisons yet misses 95% of broader coffee and gift-set queries where competitors like Koffee Kult and Stumptowncoffee capture share.

Pet Park

Online pet supplies and accessories for dogs and cats.

9%

AI Visibility

1.1

Avg. Position

#1

Category Rank

+68

Net Sentiment

Key Finding

PetPark ranks #1 with 9% visibility across AI models, matching Super zoo's coverage. The brand appears in 5 of 100 prompts, leaving a 95% gap where competitors like PetSafe and Zooplus dominate product-specific queries.