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Oracle · Technology

In AI answers about tech, Oracle turns up mainly in layoff and workplace stories, rarely elsewhere

Across benchmark questions that never named a brand, Oracle was a minor presence, and the two sampled answers placed it in a layoff tally and a list of burnout reputations. Press coverage is far larger and centers on AI infrastructure, job cuts and EU antitrust scrutiny.

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

In AI answers

Visibility

4%

Share of answers that named Oracle, with a 95% range of 3–5%. Measured September 29, 2026 · 5 assistants · 1,250 answers.

Answers naming it

51 / 1,250

Position by visibility

#12 of 15

In this snapshot only

In the press

News mentions

24,272

PeakMetrics news index, last 30 days.

Oracle in the headline

5,803

Rank by press volume

#10 of 15

Within this sector

Oracle gets more press than AI mentions. It ranks #10 of 15 in this sector by news volume but #12 by how often the sampled AI answers named it. In this snapshot, coverage volume and AI visibility do not line up.

Named in 26 of 250 questions, the 12 most-named shown

Question
Who are the leaders in cloud computing?Named by: Claude, Gemini, Perplexity, Grok
Which cloud computing platforms are the most reliable for enterprise workloads?Named by: ChatGPT, Claude, Gemini, Grok
Which cloud computing providers have the most advanced features for enterprise customers?Named by: ChatGPT, Gemini, Perplexity, Grok
Rank the big cloud providers by how much enterprise IT leaders trust them.Named by: ChatGPT, Claude, Perplexity, Grok
How do the major cloud providers compare on hidden costs like data transfer and egress fees?Named by: ChatGPT, Perplexity, Grok
Which tech companies have a reputation for burning out their employees?Named by: Gemini, Perplexity, Grok
Which tech giants have had the most layoffs in the past couple of years?Named by: Gemini, Perplexity, Grok
What are the best tech companies to work for if you're a veteran?Named by: ChatGPT, Gemini, Grok
Which tech companies have the most cash on hand?Named by: ChatGPT, Grok
How do the big cloud computing companies compare on employee benefits like parental leave and health coverage?Named by: ChatGPT, Perplexity
I'm putting together a presentation on where tech innovation is headed. Which companies are pushing the boundaries in generative AI, cloud, and robotics?Named by: ChatGPT, Grok
Which companies have the best track record for fixing security vulnerabilities quickly?Named by: Claude, Grok

and 14 more questions whose answers named Oracle.

The evidence

One snapshot, measured September 29, 2026. These figures come from one quarterly run of 1,250 answers (95% range 3–5%), not a ranking or a trend. The questions never named Oracle.

How the answers frame Oracle

This snapshot, measured on 2026-09-29, covers 250 benchmark questions across ChatGPT, Claude, Gemini, Perplexity and Grok, or 1,250 answers in all. Oracle was named in 51 of them. By provider: Grok 18 of 250, ChatGPT 12, Perplexity 9, Gemini 7, Claude 5. Larger peers such as Google (813), Apple (566) and Microsoft (528) appeared far more often.

Oracle's visibility was highest on employer questions (13%) and trust questions (9%). It was 0% on service, avoid, privacy and data practices, and ecosystem compatibility questions. The attributions on file are thin: one credit under Labour & Workplace and one marked Not Substantive.

Of the two sampled answers that named Oracle, both placed it in workforce stories. Perplexity, asked which tech giants have had the most layoffs, listed Oracle among five companies and described its cuts as about 21,000 over the past year. It also cautioned that exact rankings depend on timeframe and on how trackers count cuts. Grok, asked which tech companies have a reputation for burning out employees, named Oracle among nine companies. The supplied text of that answer is cut off before any Oracle-specific description, so what Grok said about Oracle cannot be read from this sample.

**Oracle:** about **21,000 over the past year**, according to its reported workforce cuts.
Perplexity, answering “Which tech giants have had the most layoffs in the past couple of years?”

What the press is saying

PeakMetrics' news index shows 24,272 Oracle mentions over the last 30 days, 5,803 of them with Oracle in the headline. Recent headlines span several storylines: a networking collaboration between HPE and Oracle on gigawatt-scale AI infrastructure, a piece on the latest Oracle job cuts, EU antitrust scrutiny arriving days before earnings, a tender notice for Oracle Database Appliance support at hospital clinics, and a stock comparison against Fortinet.

Coverage is a mix of infrastructure and partnership news, financial-market content, regulatory attention and workforce reductions.

The gap

Oracle's news volume is comparable to or larger than that of several peers that appear more often in the answers. IBM has 28,947 mentions and 82 named answers. Dell Technologies has 13,830 and 54. Oracle has 24,272 and 51. Press attention and AI visibility are different measures, and this snapshot shows them diverging.

The infrastructure, partnership, antitrust and financial storylines in the headlines did not surface in the two sampled answers. Those answers used Oracle as an example in comparative workforce lists. The layoff theme is the one point where the press and the sampled answers overlap.

What to watch

For a comms team, the snapshot suggests two things to check. First, whether Oracle appears mainly in employer and workforce contexts across the full set of 51 answers, since the two samples here are a small view and cannot show the full pattern. Second, whether the AI infrastructure and partnership news gets any visibility on questions about innovation (7%) and leadership (7%).

The cited domains behind these answers matter too. Perplexity's answer relied on tracker-style sources for layoff counts, and Grok's cited workplace-review and media pieces. These are single runs of live answers, and results can shift between runs, so this is a baseline for comparison rather than a ranking.

The evidence

Where Oracle 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
    5%3–8%
  2. Claude
    2%1–5%
  3. Gemini
    3%1–6%
  4. Perplexity
    4%2–7%
  5. Grok
    7%5–11%

Appeared in

The 12 questions whose answers named Oracle most often, with each assistant that named it. 26 questions named it in all. The questions did not mention the brand.

  • Who are the leaders in cloud computing?ClaudeGeminiPerplexityGrok
  • Which cloud computing platforms are the most reliable for enterprise workloads?ChatGPTClaudeGeminiGrok
  • Which cloud computing providers have the most advanced features for enterprise customers?ChatGPTGeminiPerplexityGrok
  • Rank the big cloud providers by how much enterprise IT leaders trust them.ChatGPTClaudePerplexityGrok
  • How do the major cloud providers compare on hidden costs like data transfer and egress fees?ChatGPTPerplexityGrok
  • Which tech companies have a reputation for burning out their employees?GeminiPerplexityGrok
  • Which tech giants have had the most layoffs in the past couple of years?GeminiPerplexityGrok
  • What are the best tech companies to work for if you're a veteran?ChatGPTGeminiGrok
  • Which tech companies have the most cash on hand?ChatGPTGrok
  • How do the big cloud computing companies compare on employee benefits like parental leave and health coverage?ChatGPTPerplexity
  • I'm putting together a presentation on where tech innovation is headed. Which companies are pushing the boundaries in generative AI, cloud, and robotics?ChatGPTGrok
  • Which companies have the best track record for fixing security vulnerabilities quickly?ClaudeGrok

Visibility by question type

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

  1. Reliability and quality
    5%2–11%
  2. Trust and reputation
    9%4–20%
  3. Value and price
    4%2–10%
  4. Customer service
    0%0–4%
  5. Safety and security
    3%1–9%
  6. Innovation
    7%3–14%
  7. Leadership and scale
    7%3–14%
  8. Employer and workplace
    13%8–21%
  9. Sustainability and ethics
    3%1–9%
  10. Avoid and risk
    0%0–4%
  11. Privacy and data practices
    0%0–4%
  12. AI and responsible technology
    3%1–9%
  13. Ecosystem and compatibility
    0%0–4%
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 Oracle 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.

  • Labour & Workplace1 answer
  • Not Substantive1 answer

Press rank and AI rank

Where Oracle sits among the 15 technology 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

#12 of 15

  1. 12

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

Rank by news mentions

#10 of 15

  1. 10

PeakMetrics news index, last 30 days.

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

Recent PeakMetrics headlines

A sample of recent coverage from the PeakMetrics news index, covering the last 30 days. Links open the original article.

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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