Spring has always been a time for reassessment.
It’s a chance to clean house, take stock and prepare for what comes next.
For PR and marketing teams working on the AI front lines, that has never been more relevant.
How Does AI Evaluate Brand Credibility? Earned Media is a Key Signal.
AI-driven engines generate answers from many sources, including Wikipedia, media coverage, social platforms, analyst reports, review sites, your own website and other online entities.
While AI expands the universe of inputs, it also amplifies the importance of trust signals. And this is where good PR, and the earned media that stems from it, retains a powerful advantage.
Earned media provides the third-party validation that AI systems rely on to confirm accuracy and authority. Beyond coverage volume, AI wants credibility, relevance and consistency.
That’s why earned media remains the gold standard of credibility, acting as the authority and verification layer that increases the likelihood of inclusion in AI-generated answers.
How Do AI Tools Find Information About Companies? They Look Across the Internet.
One misconception in the AI era is that visibility equals success. That may have been true in the SEO-driven world, where ranking on page one was the goal. But AI has changed the game.
Many organizations have responded by pushing out more content, more announcements, more noise. Yet they have failed to ensure that their foundational presence is aligned. The result? AI systems piece together a fragmented, and sometimes inaccurate, version of their brand.
We’ve seen this firsthand with our client RealSense, which ChatGPT once thought was dead!
That’s why we were early in building tools like Audit*E, which evaluates how brands show up across AI platforms and identifies gaps in credibility, consistency and structure. This innovation is part of three interconnected Algorithmic Reputation Engineering components we created:
- The first is a proprietary diagnostic platform that audits how individual AI engines source, weight and form conclusions from digital content. The platform queries each engine repeatedly using standardized prompts, maps the authority signals each one prioritizes and identifies the specific content types and sources most likely to influence each engine’s outputs. No comparable tool existed previous to our introduction of it.
- The second is a structured content engineering methodology calibrated to each platform’s data hierarchy. For ChatGPT, this meant seeding Reddit and community forums. For Gemini, rebuilding Wikipedia citations and securing wire service coverage. For Grok, activating X with executive thought leadership. For Perplexity, prioritizing fresh dated content. For Claude, producing technically precise owned content with structured schema markup.
- The third is a continuous monitoring protocol, testing prompts across all eight engines, tracking output changes in real time and refining interventions until corrections held.
These three components form our proprietary generative engine optimization (GEO) platform, now deployed for multiple clients facing AI misclassification challenges. This platform represents the first systematic, repeatable methodology for managing brand reputation in AI-mediated discovery environments.
How Does AI Decide Which Brands to Mention? Consistency Across Online Platforms Counts.
Brands that show up consistently, credibly and accurately across earned media and other online sources can shape the narrative at scale. Brands that don’t may lose control of their narratives.
Be sure the way that your company is described is as consistent as possible across earned media, all of your company’s website pages, your corporate or executive social media accounts, review sites such as G2 and TrustRadius, your Dun & Bradstreet and other professional profiles, Wikipedia, YouTube and other sites. If it is not, work to implement updates where possible.
More specifically:
- Ensure your website content is current and structured in a way that is AI-accessible
- Why? Because, as our partner Freshwater Creative founder Jennifer Devine explains, AI systems are lazy in many ways. Tools like ChatGPT and Claude tend to favor content that is easy to find, clearly structured and consistently validated across sources. If your brand requires effort to understand, AI will move on.
- Align your messaging across all owned channels
- Build and maintain third-party profiles across business databases and review platforms
- Actively managing your social presence and engagement
- Work with a stellar PR team to secure high-quality earned media coverage
For more details on this, check out the new AI Realized webinar, “GEO & AEO for Enterprise Brands: What Actually Works in AI Search,” moderated by Bospar cofounder and principal Curtis Sparrer. Devine walks webinar attendees through how best to ensure consistency and get best results from the AI tools buyers often turn to today for advice on suppliers and solutions.
PR Strategies for the AI Era: AI’s Efficiency Trap and the Creativity Imperative
Beyond the conversation about how AI is impacting what brands need to do to remain visible, tell a consistent and AI-consumable story, win business and grow, public relations experts are understandably doing some soul searching on what AI means for our profession and clients.
AI has undeniably made PR tasks such as monitoring and reporting more efficient.
But efficiency alone is not the goal.
In fact, there’s a growing risk that AI-driven workflows lead to sameness: generic pitches, predictable narratives, interchangeable content. When everyone uses the same tools in the same way, differentiation disappears.
We’ve already seen this play out, as Curtis described after appearing on Jeff Wilser’s “AI Curious” podcast, during which the host predicted exactly how AI would pitch him.
As Jeff’s prescient commentary demonstrated, AI-generated pitches that follow identical patterns are quickly recognized and ignored by the best journalists.
The lesson is clear: Automation should enhance human judgment, not replace it. The real value of AI lies in freeing up time to do more creative, impactful, strategic PR work.
