Generac Holdings AI Brand Visibility (February, 2026)

ChatGPT Visibility Report

AI Brand Visibility for Generac Holdings (generac.com) shows a low but measurable level of exposure in AI results, led by renewable energy products with a Visibility Index of 88, an average rank of 9.0, and discovery in about 100% of sampled responses. Across all 5 entities linked to Generac Holdings, the average Visibility Index is about 48, with solid LLM confidence at roughly 64% and moderate brand discovery around 55%. For the top entity renewable energy products, AI responses show solid confidence at about 67% and solid brand match near 61%, indicating above average visibility quality for the strongest touchpoint. In addition, home backup power solutions shows below target visibility, combining a Visibility Index of 62 with solid discovery near 75% and very strong confidence near 100%. Automatic transfer switches also contributes to the brand’s footprint, with a Visibility Index of 60, solid discovery close to 75% and very strong confidence around 95%. In summary, Generac Holdings has limited current reach inside AI systems, making this a baseline from which to track gains as optimization work is rolled out.

RankLens is one of the most accurate ways to measure AI Brand Visibility in large language models (LLMs). Backed by academic studies and patent-pending mathematical foundations, run a FREE report for your business and start improving your AI Visibility.

Create a Free AI Visibility Report

Company Name: Generac Holdings

Website: generac.com

Stock Symbol: GNRC

---

About:

Relevant Entities

Home backup power solutions Portable generator systems Renewable energy products Automatic transfer switches Energy management technology 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.

Explore Other AI Brand Visibility Reports

---

---

---

---

Contact Us if you own this business or if you would like to report a data issue.