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Cohere · AI Companies

In AI answers, Cohere shows up as a supporting name in lists, and rarely as the story

Across category questions that never named a brand, Cohere appeared as a challenger or signatory, and once as the example in an employer-reputation answer. Press coverage in the same window centers on a bank partnership, a merger and CEO commentary on AI safety.

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

In AI answers

Visibility

3%

Share of answers that named Cohere, with a 95% range of 2–4%. Measured September 29, 2026 · 5 assistants · 1,250 answers.

Answers naming it

39 / 1,250

Position by visibility

#13 of 15

In this snapshot only

In the press

News mentions

2,728

PeakMetrics news index, last 30 days.

Cohere in the headline

407

Rank by press volume

#12 of 15

Within this sector

Named in 23 of 250 questions, the 12 most-named shown

Question
Which cloud platforms offer the widest selection of hosted foundation models for enterprise teams?Named by: ChatGPT, Gemini, Perplexity, Grok
Which providers have the best embeddings models for semantic search?Named by: ChatGPT, Claude, Perplexity, Grok
Are there any AI model makers outside the US that are serious competitors to the leaders?Named by: ChatGPT, Perplexity, Grok
Which AI companies have the strongest partnerships with big cloud providers?Named by: ChatGPT, Gemini, Grok
Best AI companies for non-technical careers like policy, marketing, or operations?Named by: ChatGPT, Perplexity, Grok
Which AI providers publish honest status pages and reliability records?Named by: Claude, Perplexity, Grok
Are there any AI model makers that offer on-premise or private cloud deployment for maximum security?Named by: ChatGPT, Perplexity
Which AI companies are known for keeping their promises on safety commitments?Named by: Claude, Grok
Rank the leading American AI labs by size and resources.Named by: ChatGPT
Which AI providers offer dedicated account managers for mid-size business customers?Named by: ChatGPT
Which open-source AI model developers do the most to prevent misuse?Named by: ChatGPT
Which AI companies have the most influence on government policy in Washington?Named by: Claude

and 11 more questions whose answers named Cohere.

The evidence

One snapshot, measured September 29, 2026. These figures come from one quarterly run of 1,250 answers (95% range 2–4%), not a ranking or a trend. The questions never named Cohere.

How the answers frame Cohere

On 2026-09-29, PeakMetrics asked five assistants (ChatGPT, Claude, Gemini, Perplexity and Grok) 250 benchmark questions that never named a brand. Cohere was named in 39 of 1,250 answers. ChatGPT and Grok named it 13 times each, Perplexity 6, Claude 5 and Gemini 2. Visibility by question intent was highest for developer ecosystem questions (18%) and leadership (10%). It was at or near zero on value, sustainability and avoid.

In the answers supplied, Cohere is mostly a list member. Claude's investor answer placed it among challengers: "Challengers like Anthropic, Mistral AI, and Cohere push innovation in specialized and open-source segments". Claude's answer on safety commitments named it only as one of the companies that joined the White House voluntary commitments in September 2023. Grok's embeddings answer listed Cohere among the top providers for semantic search, next to Voyage AI, Google and OpenAI.

The one prominent framing was negative in tone and comes from a single answer. Grok's answer on employee reputation opened with Cohere, citing a Glassdoor score of about 2.9 and describing reviews that mention "organizational instability, shifting priorities" and a gap between public image and daily reality. The answer attributed this to jobsbyculture.com. This is how one answer characterized it, and PeakMetrics is not endorsing it.

The credited-for tags are thin. Four mentions were tagged Not Substantive and one Labour & Workplace, which matches the employer answer above.

Among sector peers, Cohere sits near the bottom of the named list. OpenAI appeared in 694 of 1,000 answers and Google DeepMind in 691 of 1,000. Mistral AI, the closest peer in the supplied answers, appeared in 149 of 1,250.

Challengers like Anthropic, Mistral AI, and Cohere push innovation in specialized and open-source segments…
Claude, answering “I'm an investor trying to understand the AI landscape. Which companies are the clear market leaders in foundation models?”

What the press is saying

PeakMetrics' news index shows 2,728 mentions of Cohere in the last 30 days, 407 with the brand in the headline. Recent headlines fall into three storylines: a $25M collaboration with TD Bank to support AI adoption, a combination with Aleph Alpha aimed at the enterprise AI market, and a report that the Cohere CEO says Silicon Valley should not self-regulate on AI safety.

That is a business-partnership and enterprise story, with a policy voice attached. Coverage volume is modest next to OpenAI (155,993 mentions) and Anthropic (132,852). It is higher than several peers whose AI visibility is similar or higher, such as Mistral AI (1,122) and Stability AI (328).

Reviews cite organizational instability, shifting priorities, and a disconnect between public image and daily reality.
Grok, answering “Which AI companies have the worst reputation among employees?”

The gap

The press is covering Cohere's enterprise deals and its CEO's stance on AI safety. In these answers, Cohere appears as a challenger in investor lists, a signatory to 2023 safety commitments and one of several embeddings providers. Neither the TD relationship nor the Aleph Alpha combination appears in the supplied answers.

The CEO's safety comments also sit apart from the safety answers. In the two safety-commitment answers supplied, Cohere was named as a commitment signatory or in a list, while Anthropic, OpenAI and DeepMind carried the substantive discussion.

The clearest mismatch is the employer answer. Where Cohere was the lead example, the source was a Glassdoor-based ranking blog, not press coverage. None of the recent headlines address workplace topics.

What to watch

This is one snapshot of live answers, and results vary between runs. Still, the pattern is useful. Cohere's visibility concentrates in developer ecosystem questions and is close to absent on trust, value and data privacy, where enterprise buyers would look.

A comms team would check which sources the assistants cite when they discuss Cohere as an employer, and whether enterprise news such as the TD relationship and the Aleph Alpha combination reaches the domains the assistants draw on. It would also track whether the CEO's safety position appears in answers to safety questions, which in this snapshot named Cohere only as a signatory.

The evidence

Where Cohere 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%3–9%
  2. Claude
    2%1–5%
  3. Gemini
    1%0–3%
  4. Perplexity
    2%1–5%
  5. Grok
    5%3–9%

Appeared in

The 12 questions whose answers named Cohere most often, with each assistant that named it. 23 questions named it in all. The questions did not mention the brand.

  • Which cloud platforms offer the widest selection of hosted foundation models for enterprise teams?ChatGPTGeminiPerplexityGrok
  • Which providers have the best embeddings models for semantic search?ChatGPTClaudePerplexityGrok
  • Are there any AI model makers outside the US that are serious competitors to the leaders?ChatGPTPerplexityGrok
  • Which AI companies have the strongest partnerships with big cloud providers?ChatGPTGeminiGrok
  • Best AI companies for non-technical careers like policy, marketing, or operations?ChatGPTPerplexityGrok
  • Which AI providers publish honest status pages and reliability records?ClaudePerplexityGrok
  • Are there any AI model makers that offer on-premise or private cloud deployment for maximum security?ChatGPTPerplexity
  • Which AI companies are known for keeping their promises on safety commitments?ClaudeGrok
  • Rank the leading American AI labs by size and resources.ChatGPT
  • Which AI providers offer dedicated account managers for mid-size business customers?ChatGPT
  • Which open-source AI model developers do the most to prevent misuse?ChatGPT
  • Which AI companies have the most influence on government policy in Washington?Claude

Visibility by question type

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

  1. Reliability and quality
    3%1–8%
  2. Trust and reputation
    2%0–10%
  3. Value and price
    0%0–3%
  4. Customer service
    1%0–5%
  5. Safety and security
    3%1–8%
  6. Innovation
    1%0–5%
  7. Leadership and scale
    10%5–17%
  8. Employer and workplace
    6%3–12%
  9. Sustainability and ethics
    0%0–4%
  10. Avoid and risk
    0%0–5%
  11. Data privacy and training data
    1%0–5%
  12. Model capability and performance
    1%0–5%
  13. Developer and enterprise integration
    18%11–30%
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 Cohere 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 Substantive4 answers
  • Labour & Workplace1 answer

Press rank and AI rank

Where Cohere sits among the 15 ai companies 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

#13 of 15

  1. 13

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

Rank by news mentions

#12 of 15

  1. 12

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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