Continental Resources AI Brand Visibility (December, 2025)

AI BRAND VISIBILITY CHART

ChatGPT Visibility Report

Executive Visibility Summary

AI Brand Visibility for Continental Resources (clr.com) indicates an extremely low level of exposure in AI results, with oil and natural gas exploration currently at the top of the list on a Visibility Index of 79, an average rank of 12.0, and discovery close to 100%. Across all 5 entities linked to Continental Resources, the average Visibility Index is about 16, with very limited LLM confidence at roughly 8% and limited brand discovery around 20%. For the top entity oil and natural gas exploration, AI responses show limited confidence at about 38% and very strong brand match near 100%, indicating above average visibility quality for the strongest touchpoint. Overall, the report highlights sizeable gaps in how Continental Resources 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
oil and natural gas exploration	clr.com	12	38%	4/4 / (5%)	100%	100	100%

energy production and development	clr.com	0	0%	0/0 / (0%)	0%	0	0%

sustainable energy solutions	clr.com	0	0%	0/0 / (0%)	0%	0	0%

renewable resources investment	clr.com	0	0%	0/0 / (0%)	0%	0	0%

environmental impact assessment	clr.com	0	0%	0/0 / (0%)	0%	0	0%

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Company Overview

Company Name: Continental Resources

Website: clr.com

Stock Symbol: CLR

About:

Continental Resources delivers reliable energy solutions, combining expert exploration with responsible production to drive growth and provide consistent value for partners, communities, investors, and employees.

AI Brand Visibility Targets

Relevant Entities

Oil and natural gas exploration
Energy production and development
Sustainable energy solutions
Renewable resources investment
Environmental impact assessment

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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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