Turn Expert Voices into Ready-to-Publish Articles – Meet Draft
"Draft turns expert conversations into publish-ready articles
in minutes, not hours."
We’ve just launched a new feature in eCairn Conversation™ designed for content marketers striving to produce high-quality content efficiently and credibly. Introducing Draft: a tool that converts insights from key opinion leaders (KOLs) into comprehensive, long-form articles—complete with citations and context—ready for swift editing and publication.
Why This Matters to Content Marketers
Time-Consuming Content Creation: Crafting a blog post takes, on average, nearly 4 hours . For marketers juggling multiple responsibilities, this is a significant time investment. https://www.orbitmedia.com/blog/blogging-statistics/
High Outsourcing Costs: Outsourcing content creation can be expensive. Freelance blog posts typically cost between $50 and $250 , and full blog management services can range from $500 to $2,000 per month . (https://thenewworkforce.com/cost-to-outsource-content-creation/)
Importance of Credible Citations: Incorporating citations in your content isn’t just about credibility or SEO—it’s also a smart growth tactic. When you quote or cite micro-influencers or KOLs, you create a natural incentive for them to reshare, comment, or engage with your content.
By leveraging Draft, a new feature of eCairn Conversation™, content marketers can streamline the content creation process, reduce production costs, and enhance both the credibility and SEO performance of their articles through authoritative, influencer-based citations.
Here’s what it does and how you can start using it today.
How it works
We start with what eCairn already does best: listening to thousands of experts in your community.
Let’s say you're monitoring people in AI, Data Science, ClimateTech, Oncology … or any niche you care about. These are researchers, analysts, founders, builders, and practitioners—posting daily on Twitter/X, Substack, and their personal blogs.
Draft takes all of that input and does something new: It builds a structured, long-form summary of what these KOLs are saying on a specific topic.
But this isn’t just a list of quotes.
The output looks like something a skilled content strategist would write:
A clear narrative, organized by theme
Backed by multiple viewpoints
Includes influencer names, LinkedIn profiles, and direct source URLs
It’s your next blog post—already half-written and grounded in the voices your audience trusts.
And for LinkedIn: Draft can generate a post-ready version designed for maximum engagement, with influencer citations packaged neatly for the first comment to keep things LinkedIn-friendly.
A real example: What data science/ AI influencers say about MCP ?
We recently ran Draft, on a simple prompt:
What are key opinion leaders in AI saying about MCP (Model Context Protocol)?
Here’s what the output included:
A high-impact intro framing MCP as the backbone of the next wave of AI innovation
Quotes from influencers like Rod Trent, Andriy Burkov, Xavier Amatriain, and Hugging Face—complete with LinkedIn and source links
Themes extracted from influencer conversations, including:
Breaking down data silos with standardized interoperability
The real vs. hyped potential of LMs as agents
Easy integration of AI tools using MCP with LangChain and Gradio
Growing concerns around trust and tool poisoning
The vision of chat interfaces becoming the new operating system
The result? A LinkedIn-ready, thought-leadership post grounded in voices your audience already follows—no blank page, no generic fluff.
Each paragraph was linked back to original content shared by trusted voices. No guesswork. Just the conversation … organized.
How you can use it
If you’re responsible for a blog, newsletter, or social feed, Draft gives you a huge head start:
You can publish the output directly (with minor edits).
Or you can build your own article around the themes and influencer quotes.
Many users tag the KOLs when they post—leading to reshares and extended reach.
The prompt is fully configurable so you can adapt it with your own style and desired format
