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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Allison Worldwide had 0.72% valid recommendation coverage in PR Management Agencies in September 2026, with positive but sparse AI visibility across 276.

Ruder Finn appears in AI answers for PR agencies but converts that visibility poorly, with 5.1% recommendation coverage in September 2026 and no rank-one.

SpotOn appears in POS systems answers but rarely makes the shortlist, with 11.11% recommendation coverage, strong sentiment, and weak top-three placement.

Toast ranked third in the September 2026 POS systems benchmark, recovering visibility month over month but still trailing Square in rank-one recommendations.

September 2026 POS systems benchmark: Lightspeed ranks second in recommendation coverage, with strong presence but low top-three and rank-one conversion across.

Nulo Pet Food ranks eighth in premium dog food and natural pet nutrition, with 4.59% recommendation coverage and a clear gap between mentions and shortlist.

Shopify POS ranks fifth in POS Systems with 44.9% recommendation coverage, strong top-three placement, and a clear gap in converting shortlist visibility into.

Jinx ranks ninth in premium dog food and natural pet nutrition, with 4.95% recommendation coverage and stronger visibility than shortlist conversion across AI.

Revel Systems saw weak recommendation performance in the POS systems market, with 3.15% coverage, no top-three placements, and a decline from July 2026.

September 2026 benchmark of Wellness Pet Food in premium dog food and natural pet nutrition shows strong AI presence but weak shortlist placement across six.

September 2026 benchmark of Epos Now in POS Systems shows 4.20% recommendation coverage, stronger results on Google AI Mode, and weak conversion from mentions.

September 2026 benchmark data shows NCR Aloha is mentioned in POS system answers but rarely recommended, with 0.90% coverage across 666 qualified observations.

Natural Balance ranks third in premium dog food and natural pet nutrition, with strong sentiment but lower first-choice placement than Open Farm and Taste of.

Clover ranks fourth in POS Systems for AI-driven recommendations, with broad mention visibility but weak top-three and rank-one conversion across six tracked.

Solid Gold Pet had 0.92% valid recommendation coverage in premium dog food and natural pet nutrition in September 2026, with no top-three placements across 545.

Blue Buffalo Natural Veterinary Diet ranks fourth in premium dog food and natural pet nutrition, with solid AI visibility but weaker recommendation conversion.

Merrick Pet Care ranks fifth in premium dog food and natural pet nutrition, with solid AI visibility but weaker conversion into top-three recommendations.

September 2026 benchmark of Jackery in portable power and off-grid power: strong shortlist visibility and sentiment, but weak conversion to first-choice.
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