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Bylined Article From an Expert Interview
Paste interview notes or a transcript from the executive. Get a bylined article that argues one point they hold, in their voice, with their stories.
River's thought leadership article writer turns an interview with an executive or expert into a bylined article in their voice. Paste the transcript, your notes from the call, or their rough thoughts. River finds the one point they argue with conviction and builds the article around it with their own stories and examples. It writes a headline, standfirst and article sized for where it will run, from a trade magazine to a company blog. Claims that need a source are checked and cited, or marked.
Most AI article writers start from a topic and produce the same list anyone could have written: five trends, three tips, a call to action. That is the opposite of thought leadership. Editors at trade publications reject it, and readers scroll past it. This starts from what the expert actually said, keeps the opinion they hold that others in their field might not, and uses experiences only they have. Nothing is invented: if the argument needs a number, River finds and cites one or asks.
It is for ghostwriters and agencies producing bylined content for executives, founders and specialists, and for communications teams placing articles in trade press. Use it after each interview with the expert. For an article the expert writes in their own name for LinkedIn, the LinkedIn thought leadership writer is built for that format. To keep a long series sounding like one person, start with a voice and style guide built from their words.
What separates thought leadership from content
Thought leadership has a point of view that someone could disagree with. "Customer experience matters" is not one. "Most companies should stop measuring satisfaction scores, because they hide the customers who leave quietly" is one. Finding that sentence is the writer's main job in an interview, and the expert often says it in passing, as an aside or a complaint. Listen for the moment they say "everyone thinks this, but", and build the article on whatever follows.
Proof comes from the expert's own experience. A specific story, such as the quarter their team stopped sending surveys and what happened next, persuades more than a borrowed statistic. Use numbers when they are the expert's own or come from a source an editor would accept, and cite them. Keep the product out of it. Harvard Business Review's contributor guidelines rule out pieces that promote products or services, and many trade publications take the same line. Readers trust an expert more when the article would be as useful from someone selling nothing.
Write for the outlet. Trade publications often want 800 to 1,500 words, a clear argument and practical takeaways; company blogs allow more room and links; magazine contributor columns tend to have strict rules on promotion and disclosure. Check the guidelines before drafting. The byline belongs to the expert, so they must approve the final text and stand behind every claim. A good ghostwritten article is one they would happily defend in a room full of their peers.
How it works
Paste the interview
A transcript, your call notes, or the expert's rough thoughts, pasted or attached.
Pick the outlet
Choose where it will run, so length, tone and promotion rules fit the publication.
Get the article
A complete bylined draft with headline, standfirst and every claim checked or marked for confirmation.
Refine in chat
Ask for a sharper opening, a shorter version for a column, or a pitch to an editor.
What you get
- A bylined article built on one point the expert argues with conviction, in their voice
- Their own stories and examples as proof, drawn from the interview rather than invented
- A headline, standfirst and length suited to where it will run, from trade press to blog
- Facts and figures checked and cited, or clearly marked for the expert to confirm
- Promotional language kept out, so editors and readers take the article seriously
- A short pitch note for the editor, ready if you are placing it in a publication
Common questions
Can River write the article without the expert's input?
It needs something from the expert: a transcript, notes from a call, a talk, or a page of their rough thoughts. Without that it can only produce a generic article, which is exactly what this tool exists to avoid. Even fifteen minutes of recorded conversation usually holds enough for one strong article with a real argument.
Is it honest to publish a ghostwritten bylined article?
Ghostwritten bylines are common in business publishing, as long as the ideas, experience and opinions are genuinely the expert's and they approve the final text. That is how this tool works: it builds from what they said and marks anything they need to confirm. Some publications have their own disclosure rules, so check the outlet's guidelines.
What if the expert does not have a strong opinion?
Most do; it just comes out sideways in an interview, as a complaint or an aside. River looks for those moments and proposes the strongest angle the transcript supports, with the quotes behind it. If nothing arguable is there, it says so and suggests questions for a short follow-up call to draw an opinion out.
Will it add statistics to support the argument?
Only real ones. River uses numbers the expert gave, or researches current figures from sources an editor would accept and cites them. It never invents a statistic. Where the argument would benefit from data that cannot be found, the draft marks the gap so you can ask the expert or drop the claim.
How long should a thought leadership article be?
It depends on where it runs. Trade publications often want something between 800 and 1,500 words, company blogs allow more, and contributor columns set their own limits. Choose the outlet and River sizes the article to it, or follows the guidelines if you paste them. For a newspaper op-ed, the opinion column writer works to an opinion desk's tighter limits.
Built by
Chandler Supple
Co-founder & CEO, River
Chandler has spent the last six years working in AI, building tools for millions of users and Fortune 100 companies. In 2025, he co-founded River to build a new kind of operating system for AI agents.
Bylined Article From an Expert Interview
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