Resolute Forest Products AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Resolute Forest Products (resolutefp.com) points to an extremely low level of exposure in AI results, with wood-based manufacturing solutions leading AI exposure on a Visibility Index of 28, an average rank of 11.0, and appearing in around 25% of measured iterations. Across all 5 entities linked to Resolute Forest Products, the average Visibility Index is about 6, with very limited LLM confidence at roughly 10% and very limited brand discovery around 5%. For the top entity wood-based manufacturing solutions, AI responses show moderate confidence at about 50% and very strong brand match near 100%, indicating extremely low visibility quality for the strongest touchpoint. In summary, Resolute Forest Products has limited current reach inside AI systems, making this a baseline from which to track gains as optimization work is rolled out.

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Company Name: Resolute Forest Products

Website: resolutefp.com

Stock Symbol: RFP

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Sustainable forest management practices Renewable resources and products Wood-based manufacturing solutions Environmental stewardship initiatives Timber supply chain sustainability 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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