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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June 2026 benchmark of Jacuzzi in walk-in tubs: strong brand recognition but low shortlist inclusion, with its biggest gap in turning mentions into.

American Standard ranks second in walk-in tub recommendations, with strong pricing-stage visibility but a persistent gap to Kohler in first-position results.

June 2026 benchmark shows Boca Walk-In Tubs had near-zero visibility in AI-driven walk-in tub research, with 5 neutral mentions in 1,390 observations and no.

June 2026 benchmark for Independent Home in walk-in tubs shows near-zero AI recommendation visibility, with 11 mentions in 1,390 observations and just 1 valid.

June 2026 benchmark of Kohler in walk-in tubs across six AI platforms, highlighting category leadership, Perplexity conversion gaps, and pressure from American.

Ella's Bubbles appears in 5.6% of AI observations for walk-in tubs but earns recommendations in just 1.9%, with its best traction in pricing research and none.

June 2026 benchmark for Meditub in walk-in tubs shows 1.5% AI mention presence, no recommendation-stage visibility, and major gaps in pricing, comparison, and.

American Tubs appears in just 0.43% of AI responses for walk-in tubs, with no valid recommendations across six platforms and all buyer-intent stages.

Safe Step is visible in AI answers for walk-in tubs, but recommendation coverage is low at 4.2%, limiting shortlist placement against Kohler and American.
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