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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Aquafina is frequently mentioned in water delivery services AI results, but negative sentiment and low recommendation rates limit shortlist placement across.

Mountain Valley Spring Water leads water delivery services in AI recommendations and sentiment, but captures just 2.4% of modeled opportunity, with the biggest.

Culligan leads water delivery services in AI mentions, but only 1.9% convert to recommendations, with the biggest gap on Gemini and weak pricing-stage.

Primo Water appears in 21% of AI responses for water delivery services but converts just 1.1% into recommendations, with major gaps on Gemini and Google AI.

ReadyRefresh appears in 8.1% of AI observations for water delivery services but earns recommendations in just 0.5%, with no recommendation wins on ChatGPT or.

Hinckley Springs appears in 4.4% of AI observations for water delivery services but earns zero recommendations, showing weak public evidence and negative.

June 2026 benchmark shows Absopure is largely absent from AI-driven buyer discovery in water delivery services, with 6 mentions in 1,078 observations and no.
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