Franchise Group AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Franchise Group (franchisegrp.com) reflects a low but measurable level of exposure in AI results, where franchise business development strategies is the strongest entity with a Visibility Index of 59, typical rank around 7.0, and appearing in roughly 75% of AI replies. Across all 5 entities linked to Franchise Group, the average Visibility Index is about 34, with moderate LLM confidence at roughly 51% and moderate brand discovery around 45%. For the top entity franchise business development strategies, AI responses show very strong confidence at about 90% and very strong brand match near 96%, indicating below target visibility quality for the strongest touchpoint. In addition, franchise support and training programs shows below target visibility, combining a Visibility Index of 56 with solid discovery near 75% and very strong confidence near 85%. Another key entity, marketplace expansion for franchises, holds a low Visibility Index of 31 with moderate discovery (about 50% of responses) and moderate confidence near 43%. In summary, Franchise Group 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: Franchise Group

Website: franchisegrp.com

Stock Symbol: FRG

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Relevant Entities

Franchise business development strategies Multi-unit franchise opportunities Business acquisition and investment Franchise support and training programs Marketplace expansion for franchises 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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