Market cut · Saudi Arabia

Leading Oil & Gas Brands in AI Search in Saudi Arabia

The Oil & Gas index re-ranked using only prompts and answers from Saudi Arabia.

October 2026 edition

Across the six months through October 2026, Saudi Aramco leads AI search visibility in Oil & Gas in Saudi Arabia with a Goodie visibility score of 77.8, ahead of BP (75.9) and Shell (74.3). The median score across the 15 ranked brands is 38.9, and a score above 37.9 reaches the top ten. The most-cited source grounding these answers is youtube.com at 5.4% of all citations, while brand-owned pages account for just 20.8%.

35k prompts · 2.6m AI answers · 11.1m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · Oil & Gas · Saudi Arabia
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
38.9
Half of the 15 ranked oil & gas brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Index-wide median is 72.1
Score to enter the top 10
37.9
Clearing 37.9 puts a brand in the category top ten. The bar sits 1.0 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
5.0
A typical answer names five brands, so the consideration set is narrow and a mention is hard-won.
Index-wide average is 7.8
Citation mix
  • UGC 3%
  • Editorial 5%
  • Video 2%
  • Reference 24%
  • Other 66%
Other leads the third-party sources grounding oil & gas answers. Brand-owned citations sit in the next cell and are not counted here. “Other” covers domains we have not classified into a type yet.
Brand-owned citation share
20.8%
Owned content sits below the index-wide average here: third-party sources decide most of these answers.
Index-wide average is 26.8%
Industry sentiment
40/100
Mean tone of mentions across the ranked brands that carry a measured value. Per-brand sentiment sits on each brand profile.
Prompts sampled
35k
Real buyer phrasing, 4 models
AI answers analysed
2.6m
295k in October · ▼ 0.3% vs September
Citations parsed
11.1m
1m in October · ▲ 13.9% vs September
Brands observed
402
15 ranked here · 387 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for Oil & Gas, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01Saudi Aramco
77.8
11.3%AI ModeChatGPTCopilotPerplexity▲ 0.162wikipedia.org
02BP
75.9
11.0%AI ModeChatGPTCopilotPerplexity▼ 3.615spglobal.com
03Shell
74.3
10.8%AI ModeChatGPTCopilotPerplexity▲ 3.832spglobal.com
04TotalEnergies
74.2
10.7%AI ModeChatGPTCopilotPerplexity▲ 0.946spglobal.com
05ExxonMobil
72.4
10.5%AI ModeChatGPTCopilotPerplexity▼ 2.136spglobal.com
06Sinopec
55.9
8.1%ChatGPTCopilotPerplexity▲ 1.557aramco.com
07Chevron
52.7
7.6%AI ModeChatGPTCopilot▲ 3.034iea.org
08PetroChina
38.9
5.6%AI ModePerplexity▲ 3.560facebook.com
09Eni
38.0
5.5%ChatGPTPerplexity▼ 2.421spglobal.com
10QatarEnergy
37.9
5.5%CopilotPerplexity▲ 0.366wikipedia.org
15 ranked · visibility is a six-month averageTop source = most frequent source in answers mentioning the brand · Δ compares Oct with Sep

Most-Cited Domains

The answer supply chain
Most-cited domains in AI answers for Oil & Gas
#DomainCitation shareΔ vs last month
01youtube.com
5.4%
—
02attaqa.net
5.3%
—
03sec.gov
4.4%
—
04iea.org
4.1%
▲ 0.8
05facebook.com
4.0%
▲ 3.5
06eia.gov
3.6%
▲ 7.0
07essfeed.com
3.6%
—
08enkiai.com
3.6%
—
09wikipedia.org
3.3%
—
10aramco.com
3.3%
▲ 8.7
Top 10 of 1k domains observedΔ compares Oct with Sep, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Sampled prompts

Prompts sampled for Oil & Gas, with distinct brands named and sources cited
#PromptBrandsSources
01Integrated oil companies shaping global energy markets43179
02Oil companies investing in energy transition30161
03LNG exporters influencing global energy trade36157
04National oil companies with global reach7197
05أي شركات نفط وطنية لها وجود برا بلدها فعلا؟2631
5 of 35k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
Shellscore 74.3
▲ 3.8
PetroChinascore 38.9
▲ 3.5
Chevronscore 52.7
▲ 3.0
Falling
BPscore 75.9
▼ 3.6
Eniscore 38.0
▼ 2.4
Equinorscore 20.4
▼ 2.2
15 ranked brands scored in both Sep and OctIndustry avg ±1.7/mo

Global Search Demand

Where this industry's questions originate
127,127 searches sampled
Tracked markets for Oil & Gas, by sampled search volume
#CountrySearch volume
01United States61K
02Australia12K
03United Kingdom12K
04Canada11K
05France8K
06Germany7K
07United Arab Emirates4K
08Egypt4K
09Saudi Arabia2K
10Italy2K
11Japan2K
12Singapore1K
12 tracked markets
This edition

What Changed This Month

Saudi Aramco leads Oil & Gas this edition with a visibility score of 77.8, ahead of BP at 75.9.

youtube.com is the most-cited source grounding oil & gas answers, at roughly 5.4% of citations. Brand-owned pages account for 20.8% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked oil & gas brands is 38.9, and a score above 37.9 reaches the industry top ten.

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Where Does Your Brand Stand in AI Search?

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31 industries4 models355m+ citation observationsFree unlimited checks
What you get
  • Visibility score
  • Industry rank
  • Brands ahead of you
  • Model and source gaps
Our Methodology

Our Approach to Gathering AI Visibility Data

We process millions of real prompts across AI Mode, ChatGPT, Copilot and Perplexity, then track which brands, products, and domains show up in the answers. That's the raw data behind every score in the Index.

Real Intent Capture

This data results from processing millions of real user prompts. We use advanced semantic and agentic processing to categorize them and define intent, filtering out noise to focus on high-value queries.

Global Model Interrogation

We run these prompts across the tracked models and across every market we cover, so each market is scored on its own answers rather than on a global average applied everywhere.

Attribution Mapping

We analyze the generated answers to capture the "Kingmaker" domains: the specific sources models cite most often in the answers that name a brand, so you can see which sources the models lean on where you appear and where you do not.

Three-dimensional logo of Goodie, an end-to-end AI search visibility platform.
FAQ · Oil & Gas

Questions?
We Have
the Answers.

Saudi Aramco currently leads AI search visibility in oil & gas with a Goodie visibility score of 77.8, measured across the tracked AI models.

youtube.com is the most-cited source in oil & gas AI answers, grounding roughly 5.4% of citations in this industry.

The median score among ranked oil & gas brands is 38.9. A score above 37.9 places a brand in the industry top ten.

Each edition samples the same tracked prompt set across the models Goodie follows, then ranks brands by how often they are named in those answers.

Monthly. Each edition re-samples the tracked prompt set so month-over-month figures are directly comparable.