Tenneco AI Brand Visibility (December, 2025)

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Executive Visibility Summary

AI Brand Visibility for Tenneco (tenneco.com) points to an extremely low level of exposure in AI results, with automotive emissions control technology leading AI exposure on a Visibility Index of 96, an average rank of 7.0, and appearing in around 100% of measured iterations. Across all 5 entities linked to Tenneco, the average Visibility Index is about 19, with very limited LLM confidence at roughly 18% and limited brand discovery around 20%. For the top entity automotive emissions control technology, AI responses show very strong confidence at about 92% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Taken together, these results show that Tenneco is still early in its AI visibility journey and will benefit from focused initiatives to increase recognition in model responses.

AI BRAND ENTITY REPORT
Entity Website Rank (Avg) LLM Confidence Brand Appearance (SoV) Brand Discovery Brand Target Brand Match Visibility Index
automotive emissions control technology tenneco.com 7 92% 4/4 / (5%) 100% 100 100%
vehicle performance and efficiency tenneco.com 0 0% 0/0 / (0%) 0% 0 0%
suspension systems and components tenneco.com 0 0% 0/0 / (0%) 0% 0 0%
clean air solutions for vehicles tenneco.com 0 0% 0/0 / (0%) 0% 0 0%
advanced manufacturing processes in automotive tenneco.com 0 0% 0/0 / (0%) 0% 0 0%
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