Quad/Graphics

ChatGPT Visibility Report

AI Brand Visibility for Quad/Graphics (quad.com) shows an extremely low level of exposure in AI results, led by print and digital services with a Visibility Index of 54, an average rank of 11.0, and discovery in about 75% of sampled responses. Across all 5 entities linked to Quad/Graphics, the average Visibility Index is about 11, with very limited LLM confidence at roughly 15% and very limited brand discovery around 15%. For the top entity print and digital services, AI responses show solid confidence at about 75% and moderate brand match near 47%, indicating below target visibility quality for the strongest touchpoint. Overall, the report highlights sizeable gaps in how Quad/Graphics 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: Quad/Graphics

Website: quad.com

Stock Symbol: QUAD

Sector: Technology Leaderboard

Industry: Media

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Integrated marketing solutions Print and digital services Creative content development Supply chain optimization Data-driven customer engagement See More Entities

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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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