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Shell · Energy & Utilities

In AI answers, Shell is a transition and emissions-disclosure name, seldom a service or reliability one

Across this snapshot, the assistants placed Shell in debates about leadership, sustainability and how oil majors report emissions. When questions turned to reliability, service or charging, Shell mostly dropped out of the answers, or appeared in a weak Consumer Reports figure Grok relayed for its EV charging network.

Measured September 29, 2026ChatGPT, Claude, Gemini, Perplexity and GrokCheck your own brand →

In AI answers

Visibility

13%

Share of answers that named Shell, with a 95% range of 11–15%. Measured September 29, 2026 · 5 assistants · 1,250 answers.

Answers naming it

160 / 1,250

Position by visibility

#2 of 15

In this snapshot only

In the press

News mentions

16,227

PeakMetrics news index, last 30 days.

Shell in the headline

2,377

Rank by press volume

#3 of 15

Within this sector

Named in 61 of 250 questions, the 12 most-named shown

Question
Which oil and gas companies have the worst environmental record?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Who are the biggest oil and gas companies in the world right now?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which big energy companies have been hit with the most lawsuits or fines over pollution?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which energy companies have been accused of greenwashing?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which big oil companies put more money into renewables than into share buybacks?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which oil and gas companies are actually innovating in geothermal or other new energy areas?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
What are the most trustworthy gas station chains for fuel quality?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
What energy companies are pioneering green hydrogen?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which oil majors have the best work-life balance for engineers?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Rank the top publicly traded energy companies by revenue.Named by: Claude, Gemini, Perplexity, Grok
Are there any oil majors that are actually serious about cutting methane leaks?Named by: ChatGPT, Gemini, Perplexity, Grok
Which oil majors are best run, in your opinion?Named by: ChatGPT, Gemini, Perplexity, Grok

and 49 more questions whose answers named Shell.

The evidence

One snapshot, measured September 29, 2026. These figures come from one quarterly run of 1,250 answers (95% range 11–15%), not a ranking or a trend. The questions never named Shell.

How the answers frame Shell

This is a snapshot from 29 September 2026: 250 questions that never named a brand, put to ChatGPT, Claude, Gemini, Perplexity and Grok. Shell was named in 160 of the 1,250 answers. Grok named it most often (49 of 250) and Claude least (21 of 250). ExxonMobil (169) and Chevron (158) sit in nearly the same band, so Shell's overall presence is typical for the group. What differs is where it shows up.

By question intent, Shell's visibility was highest on leadership and sustainability (31% each), followed by employer (23%), investment returns (22%) and innovation (21%). It was near zero on service, plan and billing, reliability and safety, and 0% on clean energy options. These figures cover every answer. The 14 stored answers reviewed here are only a sample.

The emissions-reporting answers gave Shell a place among the more forthcoming majors. Claude's answer said "BP and Shell position themselves as leaders in Scope 3 disclosures," then added that these companies "continue to invest heavily in fossil fuel infrastructure." Perplexity's answer listed Shell among four majors that publicly reported Scope 1, 2 and 3 emissions in a 2022 review. The same answer said none provided adequate data to verify their claims.

On transition spending, ChatGPT's partial answer said Shell's low-carbon platform capital of 20.3 exceeded its buybacks of 13.9. It called Shell the only major where that held, and cautioned that this was not purely renewables. Gemini grouped Shell with ExxonMobil among majors with high investment-grade credit ratings. Perplexity's layoffs answer said Shell has pursued restructuring expected to cut its workforce by about 20%.

Consumer-facing questions were different. In three Grok answers about EV charging networks, Shell Recharge appeared in a list of networks with higher problem rates, at about 48% of sessions in the Consumer Reports 2025 data Grok cited. Gemini's cheapest-gas answer led with warehouse clubs and mentioned Shell only in passing, as a chain with loyalty programs.

BP and Shell position themselves as leaders in Scope 3 disclosures, setting ambitious reduction targets and aligning their reporting practices with global standards…
Claude, answering “Are there any oil majors that are actually honest about their emissions numbers?”

What the press is saying

PeakMetrics' news index shows 16,227 Shell mentions over the last 30 days, 2,377 of them with Shell in the headline. That is more than BP (17,714 mentions is higher, but BP was named in only 120 answers) and roughly half of Chevron's 30,821.

The five recent headlines supplied are about transactions and projects. They cover a planned expansion of company-owned convenience retail sites through the Tri Star Energy acquisition, the sale of the Rhode Island State Energy Center to Constellation Energy for $715M, and BP's share price amid a Shell asset sale. They also cover a Trinidad natural gas project put on hold and an industrial-scale electric heater deployed at the Rheinland energy and chemicals park.

EA (~35% problems), EVgo and Blink (~41%), and Shell Recharge (~48%) fare much worse.
Grok, answering “Which EV charging network companies have the best customer support when a charger fails and takes my money?”

The gap

The press story is about deals, divestments, retail expansion and project decisions. The AI story is about how Shell reports emissions, how its low-carbon spending compares with buybacks, and how its workforce and credit profile compare with other majors. None of the five supplied headlines touches emissions disclosure.

The retail expansion in the headlines has a counterpart in the answers, but not a matching one. The gasoline answer sampled here gave Shell only a passing mention, and the EV charging answers surfaced a problem-rate figure from a third-party survey. On the day of this snapshot, coverage volume and answer content were driven by different subjects.

What to watch

A comms team would take three points from this snapshot. First, the assistants tie Shell's name to disclosure and transition-spend questions, so the accuracy of those third-party comparisons matters, including the caveats the answers attach, such as "not purely renewables" and "asset sales."

Second, the EV charging figure is a survey number relayed through Grok. It is worth tracing to its source, since the answers cited it without qualification. Third, the retail and charging questions are where Shell was barely present, even as the press headlines point to retail growth.

These are single runs of live answers, and results vary between runs. Repeat the benchmark questions before treating any of this as a pattern.

The evidence

Where Shell appeared, and what it was credited for.

Per-provider split

The same answers split by assistant, each with its 95% range. Where two assistants' ranges overlap, the difference between them may be noise.

  1. ChatGPT
    13%10–18%
  2. Claude
    8%6–13%
  3. Gemini
    12%9–17%
  4. Perplexity
    11%8–15%
  5. Grok
    20%15–25%

Appeared in

The 12 questions whose answers named Shell most often, with each assistant that named it. 61 questions named it in all. The questions did not mention the brand.

  • Which oil and gas companies have the worst environmental record?ChatGPTClaudeGeminiPerplexityGrok
  • Who are the biggest oil and gas companies in the world right now?ChatGPTClaudeGeminiPerplexityGrok
  • Which big energy companies have been hit with the most lawsuits or fines over pollution?ChatGPTClaudeGeminiPerplexityGrok
  • Which energy companies have been accused of greenwashing?ChatGPTClaudeGeminiPerplexityGrok
  • Which big oil companies put more money into renewables than into share buybacks?ChatGPTClaudeGeminiPerplexityGrok
  • Which oil and gas companies are actually innovating in geothermal or other new energy areas?ChatGPTClaudeGeminiPerplexityGrok
  • What are the most trustworthy gas station chains for fuel quality?ChatGPTClaudeGeminiPerplexityGrok
  • What energy companies are pioneering green hydrogen?ChatGPTClaudeGeminiPerplexityGrok
  • Which oil majors have the best work-life balance for engineers?ChatGPTClaudeGeminiPerplexityGrok
  • Rank the top publicly traded energy companies by revenue.ClaudeGeminiPerplexityGrok
  • Are there any oil majors that are actually serious about cutting methane leaks?ChatGPTGeminiPerplexityGrok
  • Which oil majors are best run, in your opinion?ChatGPTGeminiPerplexityGrok

Visibility by question type

The share of answers to each type of question that named Shell, with its 95% range. Each type has fewer answers than the whole run, so its range is wider.

  1. Reliability and quality
    2%1–7%
  2. Trust and reputation
    18%11–27%
  3. Value and price
    4%2–10%
  4. Customer service
    1%0–6%
  5. Safety and security
    3%1–9%
  6. Innovation
    21%14–30%
  7. Leadership and scale
    31%22–40%
  8. Employer and workplace
    23%16–33%
  9. Sustainability and ethics
    31%23–41%
  10. Avoid and risk
    8%4–15%
  11. Clean energy plans and residential solar
    0%0–4%
  12. Plans, billing and switching
    1%0–6%
  13. Investment and financial performance
    22%15–32%
Measured September 29, 2026. ChatGPT, Claude, Gemini, Perplexity and Grok. Types with no answers are left out.

What the answers credited it for

The topics the answers tied to Shell when they named it, as labeled by a classifier run on this site (a Visibility Driver label, not a customer workspace's Smart Category). It describes what the answer discussed, not whether it was favorable.

  • Not Substantive5 answers
  • Sustainability & Ethics2 answers
  • Financial Performance2 answers
  • Reliability & Operations2 answers
  • Labour & Workplace1 answer

Press rank and AI rank

Where Shell sits among the 15 energy & utilities brands with news data in this snapshot, on each measure. Ranks only: the two measures use different units and time windows.

Rank by AI visibility

#2 of 15

  1. 2

Share of 1,250 answers, measured September 29, 2026.

Rank by news mentions

#3 of 15

  1. 3

PeakMetrics news index, last 30 days.

Mention volume is not comparable across sectors, so both ranks are within this sector.

How this was measured

Measured September 29, 2026. 250 unbranded questions per sector, asked to ChatGPT, Claude, Gemini, Perplexity and Grok on their product models, with web search on. Refreshed quarterly.

This is a snapshot, not a ranking or a trend: AI answers vary from run to run. It shows whether a brand appeared and which sources were cited, not how favorably it was described. The paid platform tracks favorability daily.

Full method

In an early five-question test, the same brand went from 40% to 30% to 70% visibility across three runs, which is why every figure here is dated and treated as a snapshot.

The questions cover 13 intents, such as reliability, value for money and customer service. A model drafted them, a review pass removed paraphrases and questions that point to one company, and every question was checked so that none names a measured brand. Each was asked once per assistant in run 2026Q4.

Every visibility figure comes with a 95% range (a Wilson interval). Where two brands' ranges overlap, treat them as tied. The figures use all 1,250 answers. The quotes in the story come from a stratified sample of 60 of them, spread across every assistant and intent.

Summarized on September 30, 2026from this snapshot's stored answers. Every quote is checked against the original answer.

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