Authority · 29 October 2026 · 3 min
When AI Names the Experts, Is Your Name There?
The question
Why do AI tools rarely name me when people ask for an expert in my field?
The short answer
New 2026 research shows AI platforms name women far less often as experts, and that the gap is mostly about being found, not about merit. Make your expertise easy to find: one consistent title, current details everywhere, and written long-form thinking under your own name.
You are the person people call when it matters. Clients know it. Colleagues know it. But when someone asks an AI who the experts are, your name does not come up.
That is not a verdict on your work. It is a signal about what the machines can find.
What the research shows
PromptRadar published its AI Spokesperson Index on 12 October 2026. It analysed 18,348 answers from ChatGPT, Perplexity, Gemini and Google AI Overviews across nine industries. Women made up 21% of the expert mentions, against 28% of named expert quotes in a trade press benchmark from the same industries.
The same study found that 58% of experts quoted at least three times in that trade press were not named by any of the four platforms. A strong reputation did not automatically travel into AI answers.
Prowess reported on 15 October 2026 on research by Azahara Corrales with OtterlyAI across six AI platforms. Asked for leading experts without mentioning gender, only around one in five LinkedIn authors surfaced were women. Once women's content was surfaced, it earned slightly more citations per link than men's.
So the gap is about being found. Not about being good enough.
What the machines look for
PromptRadar advises clear profiles, consistent titles and affiliations across websites, LinkedIn and speaker biographies, and current evidence. The Corrales research found that AI platforms favoured LinkedIn, especially long-form articles.
None of that asks you to become an influencer. It asks you to be consistent and findable.
One step for this week
Open your LinkedIn profile, your website and your last speaker biography side by side.
Check one thing. Do all three use the same title, the same field and the same current role?
If they do not, choose one line that says what you want to be known for. Put it in all three places this week.
What I am learning
I am still learning how much of authority online is simply repetition in the right places. Small inconsistencies cost more than they seem to.
You already have the expertise. The work now is to make it easy to find.
Choose your line. Use it everywhere. Write one longer piece under your own name.
If you want a clear system for this, start with the Full Chair Authority Audit.
What would you want an AI to say when someone asks who knows your field best?
I use AI as a thinking and editing partner. The experience and opinions are mine.