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ExxonMobil · Energy & Utilities

AI answers cast ExxonMobil as a size-and-returns name, absent on reliability and service.

When assistants were asked category questions that never named a brand, ExxonMobil surfaced around scale, dividends, credit and executive profiles. It did not surface on questions about reliability, service, billing or clean energy options.

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

In AI answers

Visibility

14%

Share of answers that named ExxonMobil, with a 95% range of 12–16%. Measured September 29, 2026 · 5 assistants · 1,250 answers.

Answers naming it

169 / 1,250

Position by visibility

#1 of 15

In this snapshot only

In the press

News mentions

12,374

PeakMetrics news index, last 30 days.

ExxonMobil in the headline

1,145

Rank by press volume

#4 of 15

Within this sector

ExxonMobil gets more AI mentions than press. It ranks #1 of 15 by AI visibility but #4 by news volume. The sampled answers named it more often than its share of coverage would predict.

Named in 52 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
Rank the big US oil companies by how much the public trusts them.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
Are there any oil majors that are actually serious about cutting methane leaks?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 the strongest balance sheets going into the next few years?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which oil majors are investing most in carbon capture technology?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which energy stocks are considered blue chips?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Are there any state-owned oil companies bigger than the private supermajors?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which oil and gas companies have the strongest balance sheets?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
How do the biggest integrated oil companies compare on dividend yield and free cash flow?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok

and 40 more questions whose answers named ExxonMobil.

The evidence

One snapshot, measured September 29, 2026. These figures come from one quarterly run of 1,250 answers (95% range 12–16%), not a ranking or a trend. The questions never named ExxonMobil.

How the answers frame ExxonMobil

This snapshot, measured on 2026-09-29, covers 250 unbranded energy and utilities questions put to ChatGPT, Claude, Gemini, Perplexity and Grok, for 1,250 answers in total. ExxonMobil was named in 169 of them: Grok 45 of 250, ChatGPT 34, Gemini 31, Perplexity 30 and Claude 29. In this snapshot that was the highest count among the 15 energy and utilities companies tracked, with Shell (160) and Chevron (158) close behind.

The pattern by question type is uneven. ExxonMobil's visibility was 42% on leadership questions and 40% on investment returns. It was 23% on sustainability, 22% on trust and 21% on employer questions. It was 0% on reliability, service, clean energy options, and plan and billing, and 4% on safety.

The framing follows that split. Gemini used ExxonMobil as an example in dividend-stock, credit-rating and revenue-ranking answers, and listed it among the largest employers. Claude's answers about state-owned oil companies used ExxonMobil as the yardstick for the largest private supermajor. The credited themes lean the same way: Financial Performance (4), then Sustainability & Ethics (2) and Labour & Workplace (1).

On emissions and low-carbon spending, the answers were mixed and attributed. Claude's answer on emissions honesty described ExxonMobil and Chevron in terms of limited Scope 3 reporting. Perplexity's carbon capture answer listed ExxonMobil first among U.S. majors and noted a spending plan for low-emissions opportunities through 2030 that was not all carbon capture. Gemini's answer on the safest company for a field technician named ExxonMobil only inside a group of large integrated majors.

The largest publicly traded energy company in the United States by both market cap and revenue.
Gemini, answering “Rank the top publicly traded energy companies by revenue.”

What the press is saying

PeakMetrics' news index shows 12,374 mentions of ExxonMobil over the last 30 days. In 1,145 of them the brand is in the headline. The recent headlines sampled are almost all investor content: a Zacks analyst roundup covering ExxonMobil, BP and Chevron, a head-to-head stock comparison, an institutional stake increase, and a long-term growth and returns piece.

One headline is operational rather than promotional. It reports ExxonMobil warning investors that Guyana oil profits will shrink again.

Coverage volume is large but not the largest in the peer set. Chevron (30,821), Shell (16,227) and BP (17,714) each have more news mentions than ExxonMobil in the same index.

ExxonMobil and Chevron's limited engagement with Scope 3 emissions reporting reflects a broader resistance to downstream accountability…
Claude, answering “Are there any oil majors that are actually honest about their emissions numbers?”

The gap

On the financial thread, press and AI answers line up. Both are about returns, stakes, dividends and scale. The headlines sampled and the assistants' investment-returns and leadership answers cover much the same ground.

The volume relationship does not line up. ExxonMobil has less news coverage than Chevron, Shell and BP, yet it appeared in more of these answers than any of them. Coverage volume did not predict answer appearances in this snapshot.

The AI answers also reach into areas the sampled headlines do not touch: executive profiles in the employer answer, emissions-reporting practice in the honesty answer, and carbon capture and geothermal in the innovation answers. Where the questions were about day-to-day experience (reliability, service, billing), ExxonMobil did not appear in the answers at all. That absence may reflect how those questions were framed for the sector, and the data does not say.

…plans to spend up to $30 billion on low-emissions opportunities through 2030—not all of it on carbon capture.
Perplexity, answering “Which oil majors are investing most in carbon capture technology?”

What to watch

For a comms team, the snapshot shows which questions ExxonMobil is attached to and which it is not. The finance and size storylines are established in these answers. The emissions-transparency and low-carbon storylines are present but rest on how each assistant summarises third-party material, including a Claude answer that grouped ExxonMobil with Chevron on Scope 3.

Worth tracking are the cited domains behind the sustainability and trust answers, and whether ExxonMobil's own disclosures appear there. Live answers vary between runs, so treat these figures as one dated sample of five assistants and not as a ranking or a trend. Repeat the benchmark questions before drawing conclusions.

The evidence

Where ExxonMobil 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
    14%10–18%
  2. Claude
    12%8–16%
  3. Gemini
    12%9–17%
  4. Perplexity
    12%9–17%
  5. Grok
    18%14–23%

Appeared in

The 12 questions whose answers named ExxonMobil most often, with each assistant that named it. 52 questions named it in all. The questions did not mention the brand.

  • Which oil and gas companies have the worst environmental record?ChatGPTClaudeGeminiPerplexityGrok
  • Rank the big US oil companies by how much the public trusts them.ChatGPTClaudeGeminiPerplexityGrok
  • Who are the biggest oil and gas companies in the world right now?ChatGPTClaudeGeminiPerplexityGrok
  • Are there any oil majors that are actually serious about cutting methane leaks?ChatGPTClaudeGeminiPerplexityGrok
  • Which big energy companies have been hit with the most lawsuits or fines over pollution?ChatGPTClaudeGeminiPerplexityGrok
  • Which energy companies have the strongest balance sheets going into the next few years?ChatGPTClaudeGeminiPerplexityGrok
  • Which oil majors are investing most in carbon capture technology?ChatGPTClaudeGeminiPerplexityGrok
  • Which energy stocks are considered blue chips?ChatGPTClaudeGeminiPerplexityGrok
  • Are there any state-owned oil companies bigger than the private supermajors?ChatGPTClaudeGeminiPerplexityGrok
  • Which oil and gas companies have the strongest balance sheets?ChatGPTClaudeGeminiPerplexityGrok
  • What are the most trustworthy gas station chains for fuel quality?ChatGPTClaudeGeminiPerplexityGrok
  • How do the biggest integrated oil companies compare on dividend yield and free cash flow?ChatGPTClaudeGeminiPerplexityGrok

Visibility by question type

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

  1. Reliability and quality
    0%0–4%
  2. Trust and reputation
    22%15–32%
  3. Value and price
    3%1–9%
  4. Customer service
    0%0–4%
  5. Safety and security
    4%2–10%
  6. Innovation
    11%6–19%
  7. Leadership and scale
    42%33–52%
  8. Employer and workplace
    21%14–30%
  9. Sustainability and ethics
    23%16–32%
  10. Avoid and risk
    11%6–19%
  11. Clean energy plans and residential solar
    0%0–4%
  12. Plans, billing and switching
    0%0–4%
  13. Investment and financial performance
    40%31–50%
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 ExxonMobil 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.

  • Financial Performance4 answers
  • Not Substantive2 answers
  • Sustainability & Ethics2 answers
  • Labour & Workplace1 answer

Press rank and AI rank

Where ExxonMobil 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

#1 of 15

  1. 1

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

Rank by news mentions

#4 of 15

  1. 4

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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