AI Company Market Strategy Reports powered by LLM Authority Index. Each report shows how AI systems surface, compare, and recommend your specific brand — with remediation priorities for AEO, citation architecture, and SEO visibility.
Independent market intelligence - Not case studies
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Hollywood Feed leads pet retail peers in AI sentiment but appears in only 10.5% of qualified responses, limiting recommendation coverage across major shopping.

September 2026 benchmark of Chewy in pet supplies: 21.3% recommendation coverage, category-leading 11.2% rank-one rate, and clear gaps in comparison and value.

Petco leads pet retail in AI mention presence at 95.2%, but trails Chewy and PetSmart in valid recommendation coverage due to a weak first-position rate.

September 2026 benchmark of Tractor Supply in pet supplies: strong AI mention presence, but weak conversion into top recommendations across key shopping.

PetSmart shows near-saturated AI visibility in pet supplies, but only converts 20.8% of qualified responses into recommendations, trailing Chewy on.

Petsense saw AI mention rates in pet supplies fall from 20.5% to 10.1% by September 2026, limiting recommendations despite steady conversion when mentioned.
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