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Deliveroo · Ride-Hailing & Delivery

AI answers mention Deliveroo for design and strikes while Uber and DoorDash carry the category

In a September 2026 snapshot of unbranded ride-hailing and delivery questions, Deliveroo surfaced only occasionally, usually as a supporting name beside Uber and DoorDash. Press coverage in the same period centered on a criminal case involving a rider, a storyline the sampled answers did not touch.

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

In AI answers

Visibility

4%

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

Answers naming it

49 / 1,250

Position by visibility

#9 of 12

In this snapshot only

In the press

News mentions

1,326

PeakMetrics news index, last 30 days.

Deliveroo in the headline

145

Rank by press volume

#9 of 12

Within this sector

Named in 30 of 250 questions, the 12 most-named shown

Question
What are the biggest controversies that have hit the gig economy delivery companies in the past few years?Named by: ChatGPT, Claude, Perplexity, Grok
Rank the top gig delivery companies by number of active users.Named by: ChatGPT, Perplexity, Grok
Which companies dominate the meal-kit and restaurant delivery space by revenue?Named by: ChatGPT, Perplexity, Grok
Which food delivery apps have the best-designed user experience?Named by: Gemini, Perplexity, Grok
Which food delivery company has the most loyal subscribers?Named by: ChatGPT, Perplexity, Grok
Which delivery platforms are ahead on ghost kitchens and new restaurant tech?Named by: Perplexity, Grok
Top publicly traded ride-hailing and delivery companies by market cap?Named by: ChatGPT, Grok
Who are the biggest tech innovators in the gig economy overall, from ride-sharing to delivery?Named by: Gemini, Grok
I'm writing a business school paper on platform economies. Which ride-hailing and delivery companies are the best case studies of scale?Named by: ChatGPT, Grok
Are there delivery apps that will replace an order rather than just give a credit when it arrives cold or spilled?Named by: Claude, Grok
How do the major food delivery platforms compare on their use of machine learning for recommendations and delivery times?Named by: ChatGPT, Perplexity
Which food delivery company has launched the most new product lines beyond restaurant meals?Named by: ChatGPT, Claude

and 18 more questions whose answers named Deliveroo.

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 Deliveroo.

How the answers frame Deliveroo

PeakMetrics asked ChatGPT, Claude, Gemini, Perplexity and Grok 250 benchmark questions each on 2026-09-29, none naming a brand. Deliveroo was named in 49 of the 1,250 answers. By assistant, that was Grok 21 of 250, Perplexity 11, ChatGPT 10, Claude 4 and Gemini 3. In the same snapshot Uber was named in 1,069 answers, Lyft in 636 and DoorDash in 530.

Deliveroo's visibility depended on the question. By question intent, it appeared most in leadership (13%) and innovation (12%) questions. It did not appear in reliability, value or driver pay and earnings questions (0% each). Trust, safety, employer and sustainability questions each returned 2%.

The three stored answers we reviewed, a sample of the 49, show the pattern. In ChatGPT's answer to a question about ranking gig delivery companies by active users, Deliveroo came third, behind DoorDash and Uber Eats, at about 7 million monthly active users. ChatGPT attributed that figure to coverage of DoorDash's acquisition and cautioned that the figures were not directly comparable.

Claude's answer on gig-economy controversies named Deliveroo once, in a line about a UK strike by Uber Eats and Deliveroo drivers. Gemini's answer on app design listed Deliveroo alongside DoorDash, Uber Eats, Zomato and Swiggy, and credited it for a distinctive visual identity. Across all its appearances, the credited themes tracked in the data were Labour & Workplace and Customer Experience, one each.

Often highlighted for its **premium visual identity.**…
Gemini, answering “Which food delivery apps have the best-designed user experience?”

What the press is saying

PeakMetrics' news index recorded 1,326 mentions of Deliveroo over the last 30 days, 145 with the brand in the headline. That is well below Uber (39,208) and DoorDash (16,345) in the same index, and above Grubhub (2,010) and Bolt (1,291) on mention count.

Of the five recent headlines supplied, three covered a criminal case in which a Deliveroo rider was jailed for a serious offence, in outlets including dailymail.com and msn.com. The other two covered an early Deliveroo backer investing in a tooth enamel regeneration startup. In those examples the company name serves as an identifier in the story, and the coverage is not about its operations.

In February 2025, Ubereats and Deliveroo drivers across the UK staged what was described as the largest strike by platform workers in the UK for higher wages…
Claude, answering “What are the biggest controversies that have hit the gig economy delivery companies in the past few years?”

The gap

The press and the assistants are telling different stories. The recent headlines center on a criminal case and an investor's new venture. The sampled answers describe Deliveroo through user-base size, a UK strike and app design, and none of them referenced the case.

Deliveroo also carries far more news volume than its answer presence would suggest. It sits among the mid-sized names in the news index, while in this snapshot it appeared in a small share of answers. Press attention and AI visibility did not move together here. We cannot say from one snapshot how either would shift over time.

What to watch

For a Deliveroo comms team, the snapshot points to three checks. First, see which sources the assistants draw on when they do name Deliveroo. ChatGPT's user figure came from coverage of an acquisition, so third-party reporting shaped that description. Second, the zero readings on reliability, value and driver pay questions mean the company is absent from the questions where operational and labour narratives are formed. Third, the strike reference in Claude's answer shows Deliveroo can enter a labour-controversy answer as a secondary name next to Uber.

Live answers vary between runs, so treat these figures as one dated reading from 2026-09-29. Re-run the same benchmark questions before drawing conclusions, and watch whether the news storylines begin to appear in assistant answers.

The evidence

Where Deliveroo 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
    4%2–7%
  2. Claude
    2%1–4%
  3. Gemini
    1%0–4%
  4. Perplexity
    4%3–8%
  5. Grok
    8%6–13%

Appeared in

The 12 questions whose answers named Deliveroo most often, with each assistant that named it. 30 questions named it in all. The questions did not mention the brand.

  • What are the biggest controversies that have hit the gig economy delivery companies in the past few years?ChatGPTClaudePerplexityGrok
  • Rank the top gig delivery companies by number of active users.ChatGPTPerplexityGrok
  • Which companies dominate the meal-kit and restaurant delivery space by revenue?ChatGPTPerplexityGrok
  • Which food delivery apps have the best-designed user experience?GeminiPerplexityGrok
  • Which food delivery company has the most loyal subscribers?ChatGPTPerplexityGrok
  • Which delivery platforms are ahead on ghost kitchens and new restaurant tech?PerplexityGrok
  • Top publicly traded ride-hailing and delivery companies by market cap?ChatGPTGrok
  • Who are the biggest tech innovators in the gig economy overall, from ride-sharing to delivery?GeminiGrok
  • I'm writing a business school paper on platform economies. Which ride-hailing and delivery companies are the best case studies of scale?ChatGPTGrok
  • Are there delivery apps that will replace an order rather than just give a credit when it arrives cold or spilled?ClaudeGrok
  • How do the major food delivery platforms compare on their use of machine learning for recommendations and delivery times?ChatGPTPerplexity
  • Which food delivery company has launched the most new product lines beyond restaurant meals?ChatGPTClaude

Visibility by question type

The share of answers to each type of question that named Deliveroo, 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
    2%0–11%
  3. Value and price
    0%0–4%
  4. Customer service
    4%2–10%
  5. Safety and security
    2%1–7%
  6. Innovation
    12%7–20%
  7. Leadership and scale
    13%8–21%
  8. Employer and workplace
    2%1–7%
  9. Sustainability and ethics
    2%1–7%
  10. Avoid and risk
    8%4–14%
  11. Driver pay and earnings
    0%0–4%
  12. App experience and features
    4%2–10%
  13. Subscriptions and promotions
    3%1–9%
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 Deliveroo 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
  • Customer Experience1 answer

Press rank and AI rank

Where Deliveroo sits among the 12 ride-hailing & 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

#9 of 12

  1. 9

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

Rank by news mentions

#9 of 12

  1. 9

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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