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
SHOWING 1-10 OF 10

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.

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.

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 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.

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.

September 2026 benchmark shows Square leading POS systems with 71.9% recommendation coverage, 48.2% rank-one placement, and a key conversion gap on Gemini.

TouchBistro is visible in POS systems AI answers but under-recommended, with 32.1% mention presence, 19.5% recommendation coverage, and its sharpest gap on.
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