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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Benchmark analysis of Sub-Zero in the refrigerator market shows strong sentiment but weak recommendation conversion, especially in comparison and decision.

June 2026 refrigerator benchmark shows Bosch leading AI recommendation coverage and sentiment, while Whirlpool outperforms Bosch in comparison-stage prompts.

KitchenAid shows solid refrigerator visibility in AI responses but weak recommendation conversion, low top-three placement, and notable gaps on Gemini and.

Whirlpool leads refrigerator comparison prompts and holds the top Rank 1 recommendation rate, but trails Bosch in awareness and decision-stage AI.

See where Samsung appears, earns recommendations, and loses visibility across AI search results for Refrigerators.

Analysis of LG's position in refrigerator recommendations across major AI platforms, highlighting strong visibility, weaker conversion, and sentiment gaps.

Frigidaire appears often in AI-generated refrigerator results but converts few mentions into recommendations, with weak sentiment on ChatGPT and stronger.

Kenmore ranks last in June 2026 AI refrigerator recommendations, with 5.4% mention presence and 0.65% valid recommendation coverage across six platforms.

GE Appliances shows strong refrigerator sentiment in AI responses but weak recommendation coverage overall, with major gaps on Copilot, Gemini, and.
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