Proprietary Data Becomes The New Currency Of Earned Media In The Generative AI Era

Large language models pull most of their answers from earned media and other non-paid coverage. That dynamic is quietly raising the value of proprietary stories and original corporate narratives, even as machine-generated content fills every channel. For communications teams, the lesson is becoming hard to ignore. A disciplined earned media strategy beats a steady stream of generic posts every time.

Corentine Aronica is Director of Corporate Communications at Verve, a global advertising technology platform headquartered in Stockholm. With a background in finance and business administration, she spent eight years tying communications directly to the bottom line at Trivago, then served as a fractional adviser to multiple tech companies before returning in-house. As algorithms make basic writing cheap to produce, the value of human judgment and proprietary data climbs.

"LLMs and AI chatbots are nothing without the substance that they need. That's why this is an amazing opportunity for corporate comms professionals to shine," Aronica says. The shift reframes how in-house comms teams should approach the next several quarters. The companies feeding AI systems with proprietary substance, original research, and earned coverage set the terms of the conversation. Everyone else publishes into a feed no one finishes reading.

Receipts required

The era of high-volume, formulaic posting is closing fast. LinkedIn's own ranking systems now reward depth and expertise while pushing templated content further down the feed, and audiences have grown adept at scrolling past anything that reads like it was generated rather than written. For Aronica, the fix is content that can defend itself.

She pushes communicators to ground every message in evidence. The brands winning attention publish fewer, sharper pieces built on hard proof points, whether that means proprietary numbers, customer testimony, or a specific operational result. One story backed by real evidence outperforms a week of recycled corporate updates, and it gives journalists, buyers, and AI systems something concrete to cite. "A lot of companies are generating very fluffy content without backing it up with data, facts, or customer testimonials. What's your proof point? What's your experience? Call out something solid and tangible. Otherwise, it's just noise," Aronica says.

Mine what nobody else has

To find those proof points, Aronica takes a methodical approach to data-driven PR. She treats a company's proprietary data as the raw material for storytelling, sidelining self-congratulatory announcements in favor of original numbers no one else can pull. The process starts with mapping exactly what buyers care about, which requires communicators to understand the business model from the inside. "When I join a company or start with a new client, I sit with the sales and customer support teams to better understand the clients' needs, because the clients are your audience," she says.

On day two, she walks over to the data team to see what numbers they collect. At Trivago, mining billions of hotel price points produced the Trivago Hotel Price Index, a recurring report that became a reliable staple for hospitality media. While advising French startup Hublo, she turned post-COVID staffing data into a regional caretaker shortage index aimed at hospital administrators. At Verve, she tracks adtech metrics to build reports on everything from Dry January search trends to the most-searched ads during the Super Bowl.

The approach works because it gives journalists something they cannot find elsewhere. Reporters chase fresh angles. Press releases announcing another company milestone rarely make the cut, while proprietary numbers tied to consumer behavior or industry trends almost always do. "Patting ourselves on the shoulder with corporate news might work once, but let's not make it a habit. You cannot arrive and talk about yourself. You need to go beyond that," Aronica says.

Speak fluent business

Executing this playbook takes internal political capital, and that capital is earned by understanding how the company makes money. PR teams often lack access to proprietary dashboards and product roadmaps because executives are not convinced communicators understand what the numbers mean. Without that fluency, leaders will not hand over the keys, and the trust gap quietly defines what a comms team is allowed to do. "Communications is about brand positioning, company positioning, corporate positioning. You serve the business, and if you don't understand its priorities or its strategy, you cannot do your job properly," Aronica says.

The payoff for closing the gap is more than a seat at the strategy table. It is a steady inflow of story material that PR teams operating in isolation never see. Colleagues start coming to communicators with raw data and unreleased product features, asking whether the material has news value. That is the internal pipeline that turns a comms function from a publishing arm into a strategic asset. "If you want to sit at their table, you need to speak their language. Understand the business, know the people, create your own internal network so that your colleagues come to you with interesting data or product features," Aronica says.

The strategic newsroom

With budgets under pressure, some executives are also rethinking where communications sits on the org chart. Splitting internal communications, external media relations, and employer branding across separate teams creates friction, duplicates effort, and forces the same story to be rebuilt three times for three audiences. The cleaner model is one consolidated corporate communications hub that treats every story as a single asset with multiple distribution lanes.

Employees read external coverage, too, often before the official internal announcement reaches their inbox, which means the line between internal and external content is largely fictional. "When you think about it, everything that is external is internal. Whatever you publish externally, your employees will read it," Aronica says.

The payoff compounds across audiences. One story can land in trade media, anchor an all-hands meeting, feed a recruiting pitch, and surface in an investor update without losing integrity at any stop. Employees seeing their CEO on a major outlet during a Monday all-hands costs the company nothing extra and pays back in retention and recruiting pull. Candidates considering the company encounter a brand that looks coherent from every angle. Journalists get faster, more substantive answers because the team holding the story also holds the relationships with sales, product, and data. "When you start an all-hands meeting with screenshots of press mentions, it's really motivating for people sitting there and seeing your CEO on CNN. Even more attractive for people you're trying to recruit," Aronica says.