Artificial intelligence has quickly become a dominant force shaping how publicly traded companies are interpreted, discussed and understood. Investors use it. Journalists use it. Employees, customers, and regulators, too.
But when AI makes a mistake, there’s no correction desk to call. No editor to issue a retraction. And the misinformation can spread fast.
“When AI Is Wrong: What IR & PR Teams at Publicly Traded Companies Can Do” is a practical guide that helps investor and public relations teams understand how AI systems interpret corporate information and what companies can do to improve accuracy.
To help with the analysis, we went directly to the source and asked six of the most widely used platforms—ChatGPT, Claude, Copilot, Gemini, Grok, and Perplexity—how they interpret corporate information, determine credibility, and surface answers about public companies.
Despite their differences, the systems delivered remarkably consistent guidance, which is discussed in depth in our guide.
Key takeaways:
· Establish authority: Why AI engines heavily favor official IR websites, SEC filings, and clearly structured corporate content and how to strengthen yours.
· Maintain consistency: How mismatched language between SEC filings, news releases, and websites leads to AI errors.
· Use plain language: Why promotional, ambiguous, or jargon-heavy descriptions increase the risk of misinterpretation.
· Understand AEO (Answer Engine Optimization): How AI differs from traditional search and why structured data, schema markup, and formatting frame corporate visibility.
· Monitor third-party media: How Bloomberg, Reuters, Yahoo Finance, and even Wikipedia influence what AI says about your company.
Why This Matters Now
AI-generated answers increasingly are forming first impressions, investment narratives, and media framing. While accuracy is no longer automatic, the good news is that it can be engineered, and IR and PR teams are uniquely positioned to influence it.
When AI Is Wrong is not a technical manual. It’s a strategic, plain-English roadmap for communications professionals who want to protect credibility, reduce misinformation risk, and ensure AI reflects what the company actually says, and means.
Download your free copy here.
Gary Fishman, gfishman@pondel.com
