Tesla AI Brand Visibility (February, 2026)
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Executive Visibility Summary
AI Brand Visibility for Tesla (tesla.com) indicates a developing but still below-target level of exposure in AI results, with electric vehicle technology advancements currently at the top of the list on a Visibility Index of 99, an average rank of 1.0, and discovery close to 100%. Across all 5 entities linked to Tesla, the average Visibility Index is about 66, with very strong LLM confidence at roughly 94% and very strong brand discovery around 80%. For the top entity electric vehicle technology advancements, AI responses show very strong confidence at about 100% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Renewable energy solutions for homes also contributes to the brand’s footprint, with a Visibility Index of 62, solid discovery close to 75% and very strong confidence around 100%. Another key entity, high-performance battery systems, holds a below target Visibility Index of 62 with solid discovery (about 75% of responses) and very strong confidence near 100%. Overall, the report clarifies where Tesla already performs well in AI results and which entities should be prioritized to further strengthen visibility and consistency.
AI BRAND ENTITY REPORT
| Entity | Website | Rank (Avg) | LLM Confidence | Brand Appearance (SoV) | Brand Discovery | Brand Target | Brand Match | Visibility Index | |||
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| electric vehicle technology advancements | tesla.com | 1 | 100% | 4/4 / (5%) | 100% | 100 | 100% | ||||
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| renewable energy solutions for homes | tesla.com | 1 | 100% | 3/4 / (3.75%) | 75% | 13 | 58% | ||||
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| sustainable transportation innovations | tesla.com | 12 | 70% | 3/4 / (3.75%) | 75% | 13 | 100% | ||||
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| autonomous driving and safety features | tesla.com | 1 | 100% | 3/4 / (3.75%) | 75% | 0 | 100% | ||||
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| high-performance battery systems | tesla.com | 1 | 100% | 3/4 / (3.75%) | 75% | 13 | 100% | ||||
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