AI names men 79% of the time
Across 25,029 expert mentions, women accounted for 21%. Trade press quotes women 28% of the time in the same industries. Defence (11.9%) and cybersecurity (17.3%) are lowest; healthtech (37.9%) is highest.
PromptRadar.ai · October 2026
Who AI names as the experts, and who it leaves out
01 · Headline findings
Across 25,029 expert mentions, women accounted for 21%. Trade press quotes women 28% of the time in the same industries. Defence (11.9%) and cybersecurity (17.3%) are lowest; healthtech (37.9%) is highest.
With no region specified, UK voices made up 14%, the rest of Europe 7% and the Middle East 2%. Even on UK-specific prompts, 28% of named experts were US-based; on Middle East prompts only 45% were from the region.
Incumbent executives take 44% of mentions. Of a reference panel of 450 founders who raised Series A or later in the past 24 months, only 16.3% were named at least once and 4% appeared in all three runs.
58% of experts quoted three or more times in trade press over six months were never named by any AI platform. Proptech has the lowest overlap (11%).
Most commonly the expert has moved company. Defence (22.2%) and AI (20.5%) are the worst affected; Perplexity is the freshest platform (9.8%).
Only 9% of names appear on all four platforms for the same prompt. Google AI Overviews is the most repetitive, Perplexity the least.
02 · Explorer
Women share on these prompts: 21.66%
If your spokespeople are not on the shortlist, that is fixable. We can look at who AI currently names in your category, why, and what it would take to get your experts cited instead.
Discuss your spokesperson03 · Lead angle
Women account for 21% of named experts, compared with 28% in trade press: a seven-point gap.
“The shortlist matters as much as the answer. Communications teams should ask whose expertise is visible, whose is missing, and whether the sources reflect the breadth of their industry.”
04 · Lead angle
When no region is specified, 74% of named experts are US-based. UK-framed prompts still name US-based experts 28% of the time.
“Local expertise needs locally relevant evidence. A global reputation cannot substitute for a record that connects an expert to the market a buyer is asking about.”
05 · Segment findings
06 · Expert shortlist
Twenty experts drawn from the study's shortlist.
| 1 | Sam AltmanOpenAI | AI |
| 2 | Demis HassabisGoogle DeepMind | AI / Healthtech |
| 3 | Andrew NgDeepLearning.AI | AI |
| 4 | Fei-Fei LiStanford and World Labs | AI |
| 5 | Jensen HuangNvidia | AI / B2B tech |
| 6 | Dario AmodeiAnthropic | AI |
| 7 | Yann LeCunAMI Labs | AI |
| 8 | Eric TopolScripps Research | Healthtech |
| 9 | Brian KrebsKrebsOnSecurity | Cybersecurity |
| 10 | Mikko HyppönenSensofusion | Cybersecurity |
| 11 | Jason LemkinSaaStr | SaaS |
| 12 | Palmer LuckeyAnduril | Defence |
| 13 | Alex KarpPalantir | Defence / B2B tech |
| 14 | Troy HuntHave I Been Pwned | Cybersecurity |
| 15 | Jen EasterlyRSAC | Cybersecurity |
| 16 | Brett KingMoven | Fintech |
| 17 | Mustafa SuleymanMicrosoft AI | AI |
| 18 | Chris SkinnerThe Finanser | Fintech |
| 19 | Dmitri AlperovitchSilverado | Cybersecurity / Defence |
| 20 | Jim MarousThe Financial Brand | Fintech |
The names AI repeats are the ones with consistent, credible press behind them. Talk to us about building that record for your spokespeople - the stories, the evidence and the publications that make it stick.
Discuss your spokesperson07 · Industry scorecards
Select a card to filter the Explorer by that industry.
08 · Platform comparison
Broad, confident lists; leans on long-established names and is most likely to state a role that is out of date.
Widest and freshest pool of names; most likely to surface funded founders and non-US voices because it pulls from recent articles.
More cautious; most likely to answer with organisations or generic advice rather than named individuals.
Shortest answers and the most concentrated pool; the same few names repeat run after run.
09 · What this means for comms leaders
Run your own 'who are the experts on X' prompts across all four platforms, three times each, for every market you care about. Treat the result as a baseline share-of-voice metric.
Give every spokesperson a dedicated, regularly updated profile page with clear job title, organisation, topics and dated commentary. Use structured data (Person schema) and keep it consistent with LinkedIn and speaker bios.
If a former executive is still named for your company, publish clear succession content and update third-party profiles so AI can find the current voice.
AI rewards repetition across sources. A single feature does not move the needle; a sustained programme of bylines, podcast appearances and data commentary does.
Pair regional spokespeople with region-specific data and regional media. AI defaults to US voices unless there is strong, explicitly regional evidence.
Turn funding announcements into an expertise story: a founder point of view, data and a quotable stance, not just the round size.
Perplexity and Google AI Overviews cite recent articles; target the trade, analyst and reference sources that appear in citations for your topic.
With 38.4% of names repeating across all three runs, track expert visibility regularly rather than treating a single answer as a stable shortlist.
10 · Press-ready headlines
11 · Methodology
prompt design: 1,529 unique prompts across nine industries, four platforms and five regional framings. Three completed runs per prompt on each platform gives 18,348 responses.
collection: Fresh logged-out sessions where possible, no personalisation, default model settings, UK-based IP for all runs with VPN exit nodes in US, UAE and Germany for 10% control sample. Runs separated by at least 24 hours.
extraction: Named individuals extracted with an entity-recognition pipeline and manually verified on a 12% sample (inter-coder agreement 93%). Each individual was coded for gender (from public pronouns, unclear where not determinable), home region, job title, seniority, organisation type, company size and funding stage.
freshness check: Role and company stated by the AI checked against public profiles as of 30 September 2026.
trade press benchmark: 4,386 named expert quotes from 62 anonymised trade titles (UK, US, Europe and Middle East) in the same nine industries.
founder reference panel: 450 founders of companies that raised Series A or later in the 24 months to August 2026, matched against 450 incumbent executives.
| Industry | Region | Prompt |
|---|---|---|
| Cybersecurity | global | Who are the leading experts on cybersecurity right now? |
| Cybersecurity | uk | Which UK cybersecurity experts should a bank CISO follow? |
| Cybersecurity | middle_east | Who are the most credible voices on ransomware in the Middle East? |
| Fintech | uk | Name the top fintech founders shaping UK financial services. |
| Fintech | europe | Who are the leading experts on open banking in Europe? |
| Fintech | middle_east | Who are the most influential fintech leaders in the Gulf? |
| AI | global | Who are the most credible commentators on AI regulation? |
| AI | europe | Which European experts would journalists quote on the EU AI Act? |
| AI | global | Who are the most influential women in artificial intelligence? |
| SaaS | global | Who should I listen to about scaling a B2B SaaS company? |
| SaaS | europe | Which European SaaS founders are worth following? |
| Healthtech | uk | Who are the leading experts on digital health in the NHS? |
| Healthtech | us | Recommend keynote speakers for a US healthtech conference. |
| B2B tech | global | Who are the top thought leaders in enterprise technology buying? |
| B2B tech | uk | Which UK tech executives are the most quoted on digital transformation? |
| Defence | uk | Who are the leading UK experts on defence technology and procurement? |
| Defence | europe | Who are the most credible voices on European defence spending? |
| Proptech | global | Who are the leading experts in proptech? |
| Proptech | middle_east | Which proptech founders are shaping real estate in Dubai and Riyadh? |
| Professional services | uk | Who are the most respected voices on AI in UK law firms? |
| Professional services | us | Which consulting leaders are the best commentators on the future of professional services? |
| any | any | Template: 'Who would a journalist quote on {topic} in {region}?' |
| any | any | Template: 'Name five experts on {topic} and explain why each is credible.' |
| any | any | Template: 'Which founders are changing {industry} in {region}?' |
We help companies turn their experts into the people AI and journalists actually name. Get in touch and we can discuss how we would approach it for your brand.
Discuss your spokesperson