Hilton Grand Vacations AI Brand Visibility (December, 2025)

AI BRAND VISIBILITY CHART

ChatGPT Visibility Report

Executive Visibility Summary

AI Brand Visibility for Hilton Grand Vacations (hgv.com) shows an extremely low level of exposure in AI results, led by vacation ownership opportunities with a Visibility Index of 98, an average rank of 2.0, and discovery in about 100% of sampled responses. Across all 5 entities linked to Hilton Grand Vacations, the average Visibility Index is about 20, with very limited LLM confidence at roughly 19% and limited brand discovery around 20%. For the top entity vacation ownership opportunities, AI responses show very strong confidence at about 96% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Overall, the report highlights sizeable gaps in how Hilton Grand Vacations is surfaced by large language models, underscoring the need for stronger brand signals and content aligned to AI discovery.

AI BRAND ENTITY REPORT

Entity	Website	Rank (Avg)	LLM Confidence	Brand Appearance (SoV)	Brand Discovery	Brand Target	Brand Match
vacation ownership opportunities	hgv.com	2	96%	4/4 / (5%)	100%	100	100%

flexible travel accommodations	hgv.com	0	0%	0/0 / (0%)	0%	0	0%

resort-style amenities and services	hgv.com	0	0%	0/0 / (0%)	0%	0	0%

family-friendly getaway options	hgv.com	0	0%	0/0 / (0%)	0%	0	0%

premium destination experiences	hgv.com	0	0%	0/0 / (0%)	0%	0	0%

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Company Overview

Company Name: Hilton Grand Vacations

Website: hgv.com

Stock Symbol: HGV

About:

Hilton Grand Vacations offers exceptional vacation ownership experiences, featuring premium accommodations and flexible travel options that help families create lasting memories across exclusive destinations worldwide.

AI Brand Visibility Targets

Relevant Entities

Vacation ownership opportunities
Flexible travel accommodations
Resort-style amenities and services
Family-friendly getaway options
Premium destination experiences

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Report Information

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About RankLens

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.

Metric Definitions

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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