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XPO · Logistics & Delivery

In AI answers, XPO is a name on industry lists, rarely the company credited with a reputation

When assistants list logistics giants or LTL carriers, XPO tends to appear as one entry among many, while the parcel majors carry the descriptive weight. Press coverage of XPO is dominated by operating data and stock news, and those themes barely show up in the answers.

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

In AI answers

Visibility

6%

Share of answers that named XPO, with a 95% range of 5–8%. Measured September 29, 2026 · 5 assistants · 1,250 answers.

Answers naming it

75 / 1,250

Position by visibility

#7 of 15

In this snapshot only

In the press

News mentions

2,622

PeakMetrics news index, last 30 days.

XPO in the headline

621

Rank by press volume

#7 of 15

Within this sector

Named in 34 of 250 questions, the 12 most-named shown

Question
What are the most respected names in freight and trucking logistics for big companies?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Rank the top freight carriers in the US by revenue.Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which trucking companies are the largest in the US?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
What are the largest less-than-truckload carriers in the US?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which shipping companies have faced the most lawsuits over how they treat drivers?Named by: ChatGPT, Claude, Perplexity, Grok
Which logistics companies have had the biggest controversies over warehouse working conditions?Named by: ChatGPT, Gemini, Perplexity, Grok
Which logistics companies offer the best tuition assistance or career advancement for hourly workers?Named by: ChatGPT, Claude, Grok
most trusted freight companies?Named by: ChatGPT, Claude, Grok
Which logistics stocks are considered industry leaders?Named by: ChatGPT, Gemini, Grok
My grandson wants a career at a top-tier logistics company. Which ones are the industry giants worth aiming for?Named by: ChatGPT, Claude, Perplexity
Who are the leading freight brokerage firms in the country?Named by: ChatGPT, Claude, Gemini
Who are the most reputable last-mile delivery providers for furniture and large appliances?Named by: ChatGPT, Perplexity, Grok

and 22 more questions whose answers named XPO.

The evidence

One snapshot, measured September 29, 2026. These figures come from one quarterly run of 1,250 answers (95% range 5–8%), not a ranking or a trend. The questions never named XPO.

How the answers frame XPO

This snapshot, measured on 2026-09-29, covers 250 benchmark questions across ChatGPT, Claude, Gemini, Perplexity and Grok, none of which named a brand. XPO was named in 75 of 1,250 answers: ChatGPT 21, Grok 17, Claude 14, Gemini 12, Perplexity 11. FedEx and UPS were named in roughly 890 answers each. XPO sits in the middle of the sector, alongside Maersk, C.H. Robinson, J.B. Hunt and Old Dominion.

Where XPO shows up, it usually shows up as a list item. In the eight stored answers we reviewed, it was named in career-shortlist answers, in "most respected names" answers, in a question on the largest LTL carriers, in two budget pallet-shipping answers and in a sustainability answer. ChatGPT's opening notes on warehouse-conditions controversies also listed it alongside Amazon, FedEx, UPS and DHL.

The credit attached to those mentions is thin. The data tags most XPO mentions as "Not Substantive" and only one as "Reliability & Operations". The clearest descriptive line came from Gemini, which framed XPO around North American LTL and contract logistics. Claude's answer placed it in a run of names without describing it.

Visibility by question intent is uneven. XPO's visibility was highest on leadership questions (26%) and trust questions (19%). It was 11% on "avoid" questions. It was 0% on reliability, small-business fit and package handling, and only 1% to 3% on safety, service, value and speed and tracking.

A major player in North American LTL (less-than-truckload) shipping and contract logistics, serving a significant portion of Fortune 100 companies.
Gemini, answering “What are the most respected names in freight and trucking logistics for big companies?”

What the press is saying

The PeakMetrics news index recorded 2,622 mentions of XPO over the last 30 days, with 621 carrying the brand in the headline. That is more coverage than C.H. Robinson, J.B. Hunt and Old Dominion in this sector set, but well below UPS and FedEx.

The recent headlines are mostly financial and operational: XPO's North American LTL operating data for August 2026 (syndicated across several outlets), a stock-analysis item on the August LTL metrics, and a report on a COO stock sale. One headline concerns an advertising-software launch that mentions an "XPO MCP Server Integration". The headline alone does not show how it relates to the company.

The top logistics companies in the U.S. also include UPS Supply Chain Solutions, FedEx Logistics, C.H. Robinson, XPO Logistics, Ryder, and Penske Logistics…
Claude, answering “What are the most respected names in freight and trucking logistics for big companies?”

The gap

The press story is about monthly LTL metrics, investor interest and executive stock activity. The AI story is a roster: XPO is named among big logistics employers, respected freight names and LTL carriers, with little said about its operations or service.

The LTL framing appears in the answers, but the reliability and service themes that operating data would speak to do not. XPO had 0% visibility on reliability questions in this snapshot. Press volume and answer volume are separate measures, and the two diverge here.

What to watch

For a comms team, the takeaway is that XPO is present in category lists but has little attached to its name in these answers. Watch which descriptors assistants attach to it on reliability, service and small-business questions, where it was absent.

Also check which cited domains the assistants lean on when they name XPO. In the sampled answers, ChatGPT cited a DHL page for its career shortlist, which suggests the sources shaping the XPO mention are not always XPO's own.

This is a single snapshot of live answers, and results vary between runs. Treat it as a baseline to repeat, not as a ranking.

The evidence

Where XPO 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
    8%6–13%
  2. Claude
    6%3–9%
  3. Gemini
    5%3–8%
  4. Perplexity
    4%3–8%
  5. Grok
    7%4–11%

Appeared in

The 12 questions whose answers named XPO most often, with each assistant that named it. 34 questions named it in all. The questions did not mention the brand.

  • What are the most respected names in freight and trucking logistics for big companies?ChatGPTClaudeGeminiPerplexityGrok
  • Rank the top freight carriers in the US by revenue.ChatGPTClaudeGeminiPerplexityGrok
  • Which trucking companies are the largest in the US?ChatGPTClaudeGeminiPerplexityGrok
  • What are the largest less-than-truckload carriers in the US?ChatGPTClaudeGeminiPerplexityGrok
  • Which shipping companies have faced the most lawsuits over how they treat drivers?ChatGPTClaudePerplexityGrok
  • Which logistics companies have had the biggest controversies over warehouse working conditions?ChatGPTGeminiPerplexityGrok
  • Which logistics companies offer the best tuition assistance or career advancement for hourly workers?ChatGPTClaudeGrok
  • most trusted freight companies?ChatGPTClaudeGrok
  • Which logistics stocks are considered industry leaders?ChatGPTGeminiGrok
  • My grandson wants a career at a top-tier logistics company. Which ones are the industry giants worth aiming for?ChatGPTClaudePerplexity
  • Who are the leading freight brokerage firms in the country?ChatGPTClaudeGemini
  • Who are the most reputable last-mile delivery providers for furniture and large appliances?ChatGPTPerplexityGrok

Visibility by question type

The share of answers to each type of question that named XPO, 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
    19%11–29%
  3. Value and price
    2%1–7%
  4. Customer service
    3%1–8%
  5. Safety and security
    1%0–5%
  6. Innovation
    5%2–11%
  7. Leadership and scale
    26%18–35%
  8. Employer and workplace
    7%3–14%
  9. Sustainability and ethics
    7%3–14%
  10. Avoid and risk
    11%6–20%
  11. Small business and e-commerce fit
    0%0–4%
  12. Speed and tracking
    2%1–7%
  13. Package handling and loss
    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 XPO 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 Substantive6 answers
  • Reliability & Operations1 answer

Press rank and AI rank

Where XPO sits among the 15 logistics & delivery 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

#7 of 15

  1. 7

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

Rank by news mentions

#7 of 15

  1. 7

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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