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Zoox · Ride-Hailing & Delivery

In AI answers about ride-hailing, Zoox shows up only as a small robotaxi footnote beside Waymo

Across benchmark questions that never named a brand, Zoox appeared mainly when the topic turned to self-driving cars, and Waymo carried that story. The press covers Zoox heavily around robotaxi expansion, but the answers rarely reach for it.

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

In AI answers

Visibility

1%

Share of answers that named Zoox, with a 95% range of 1–2%. Measured September 29, 2026 · 5 assistants · 1,250 answers.

Answers naming it

13 / 1,250

Position by visibility

#12 of 12

In this snapshot only

In the press

News mentions

3,340

PeakMetrics news index, last 30 days.

Zoox in the headline

237

Rank by press volume

#6 of 12

Within this sector

Zoox gets more press than AI mentions. It ranks #6 of 12 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 6 of 250 questions

Question
Which ride-hailing companies are leading the way on self-driving car technology?Named by: Claude, Gemini, Perplexity, Grok
If I'm investing in innovative mobility companies, which ride-hailing and delivery platforms have the strongest tech roadmap?Named by: Claude, Gemini, Grok
Who are the biggest challengers trying to take market share from the top ride-hailing players?Named by: Perplexity, Grok
Who are the biggest ride-hailing companies in the US right now?Named by: Gemini, Grok
Which ride-hailing and delivery companies are the most and least trusted by investors?Named by: Grok
Rank the top ride-hailing companies by how innovative their apps and services are.Named by: Gemini

The evidence

One snapshot, measured September 29, 2026. These figures come from one quarterly run of 1,250 answers (95% range 1–2%), not a ranking or a trend. The questions never named Zoox.

How the answers frame Zoox

This snapshot, measured on 2026-09-29, covers 250 benchmark questions put to ChatGPT, Claude, Gemini, Perplexity and Grok, or 1,250 answers in total. Zoox was named in 13 of them. By provider: Grok 5, Gemini 4, Claude 2, Perplexity 2, ChatGPT 0.

Visibility sat almost entirely in two question intents: innovation at 9% and leadership at 5%. It was 0% on reliability, trust, value, service, safety, employer, sustainability, avoid, driver pay, app experience and subscriptions. The only credit recorded for Zoox was tagged "Not Substantive".

In the Claude answer we were given, Zoox came last in a list on self-driving technology, after Waymo, Baidu, WeRide and Tesla. Claude called Zoox "another player with a smaller fleet" and said its robotaxis in Las Vegas and San Francisco carried passengers in only about 50 vehicles. The Grok answer named Zoox among the brands in a question about challengers to the top ride-hailing players. The excerpt we hold cuts off before any Zoox passage, so we cannot say how Grok described it.

Within the sector, Zoox has the lowest presence of the twelve brands tracked. Uber appeared in 1,069 of 1,250 answers, Lyft in 636 and Waymo in 45.

**Zoox** is another player with a smaller fleet.
Claude, answering “Which ride-hailing companies are leading the way on self-driving car technology?”

What the press is saying

PeakMetrics' news index logged 3,340 mentions of Zoox in the last 30 days, 237 of them with the brand in the headline. That is more coverage than Grubhub (2,010), DiDi (1,993) or Deliveroo (1,326) had in the same index.

The recent headlines are about robotaxi expansion. Forbes and TechCrunch covered a Zoox robotaxi service to the Las Vegas airport. Two syndicated pieces grouped Amazon's Zoox with Alphabet's Waymo as both expand robotaxi services to more US cities.

The gap

The press treats Zoox as a company in motion, with new service areas and an airport route. The AI answers barely register it. Where it appears, it sits at the bottom of a self-driving list and is defined by a small fleet.

Waymo's news count (9,334) is nearly three times Zoox's, but its answer presence (45) is also small next to Uber's. So heavy coverage does not by itself produce a place in the answers. For Zoox, the Las Vegas airport and multi-city expansion stories did not appear in the answers we were given. The gap is between a busy news cycle and a near-absent AI profile on everything outside autonomy.

What to watch

This is a single snapshot of live answers, which vary between runs, so treat these figures as a starting point rather than a ranking.

A comms team would note three things. Zoox's visibility depends on autonomy questions, and nearly all of it comes from the innovation and leadership intents. The one detailed description we hold centers on fleet size. And ChatGPT did not name Zoox in any of its 250 answers.

Worth tracking in later runs: whether expansion coverage such as the Las Vegas airport service starts to show up in the answers, and which sources the assistants cite when they do describe Zoox.

The evidence

Where Zoox 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
    0%0–2%
  2. Claude
    1%0–3%
  3. Gemini
    2%1–4%
  4. Perplexity
    1%0–3%
  5. Grok
    2%1–5%

Appeared in

The benchmark questions whose answers named Zoox, with the provider that named it. The questions did not mention the brand.

  • Which ride-hailing companies are leading the way on self-driving car technology?ClaudeGeminiPerplexityGrok
  • If I'm investing in innovative mobility companies, which ride-hailing and delivery platforms have the strongest tech roadmap?ClaudeGeminiGrok
  • Who are the biggest challengers trying to take market share from the top ride-hailing players?PerplexityGrok
  • Who are the biggest ride-hailing companies in the US right now?GeminiGrok
  • Which ride-hailing and delivery companies are the most and least trusted by investors?Grok
  • Rank the top ride-hailing companies by how innovative their apps and services are.Gemini

Visibility by question type

The share of answers to each type of question that named Zoox, 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
    0%0–7%
  3. Value and price
    0%0–4%
  4. Customer service
    0%0–4%
  5. Safety and security
    0%0–4%
  6. Innovation
    9%5–18%
  7. Leadership and scale
    5%2–11%
  8. Employer and workplace
    0%0–4%
  9. Sustainability and ethics
    0%0–4%
  10. Avoid and risk
    0%0–4%
  11. Driver pay and earnings
    0%0–4%
  12. App experience and features
    0%0–4%
  13. Subscriptions and promotions
    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 Zoox 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 Substantive1 answer

Press rank and AI rank

Where Zoox 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

#12 of 12

  1. 12

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

Rank by news mentions

#6 of 12

  1. 6

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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