Camping World Holdings AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Camping World Holdings (campingworld.com) shows a low but measurable level of exposure in AI results, led by recreational vehicle maintenance tips with a Visibility Index of 89, an average rank of 10.0, and discovery in about 100% of sampled responses. Across all 5 entities linked to Camping World Holdings, the average Visibility Index is about 30, with limited LLM confidence at roughly 34% and limited brand discovery around 35%. For the top entity recreational vehicle maintenance tips, AI responses show solid confidence at about 69% and very strong brand match near 100%, indicating above average visibility quality for the strongest touchpoint. Rv accessories and services also contributes to the brand’s footprint, with a Visibility Index of 62, solid discovery close to 75% and very strong confidence around 100%. Overall, the report highlights sizeable gaps in how Camping World Holdings is surfaced by large language models, underscoring the need for stronger brand signals and content aligned to AI discovery.

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Company Name: Camping World Holdings

Website: campingworld.com

Stock Symbol: CWH

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Relevant Entities

Outdoor recreational gear sales Camping equipment and supplies RV accessories and services Adventure travel support resources Recreational vehicle maintenance tips See More Entities

Edit & Schedule Reports

RankLens measures how visible a brand is inside large language models (LLMs). It runs controlled sampling of AI responses, tracks where and how often your brand is mentioned, and normalizes the results into a Visibility Index so you can benchmark and track AI brand presence over time. RankLens is based on Entity-Conditioned Probing + Resampling principles.

Rank (Avg)

Average ranking position of the entity across all sampling iterations (lower is better).

LLM Confidence

The normalized confidence score the LLM reports for its answers including your brand.

Brand Appearance (SoV)

How many times the brand or website appears in the sampled responses out of total iterations. Share of Voice (SoV): % of all responses the AI assigned to a brand compared to all other brands.

Brand Discovery

The probability (as a percentage) that the brand appears in an LLM response for the tested entities.

Brand Target

A normalized measure based on confidence interval width showing how tightly focused the LLM responses are on the brand.

Brand Match

Accuracy of matching the results to the intended brand name or website.

Visibility Index

An overall score out of 100 combining probability, confidence, and targeting to summarize AI brand visibility.

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