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How to Triple-Check AI for Accuracy Before It Impacts Your Brand

  • Writer: McRae Agency Blog Team
    McRae Agency Blog Team
  • Jun 25
  • 3 min read
AI has quickly become one of the most valuable tools in PR, marketing, and communications for brands across industries. From brainstorming content ideas to researching competitors and drafting copy, AI can save teams valuable time and improve efficiency. But while AI is powerful, it isn't perfect.

One of the biggest mistakes brands make is assuming AI-generated information is automatically accurate. In reality, AI can result in outdated information, misinterpret facts, or present incorrect details. For PR professionals, where credibility and trust are everything, publishing inaccurate information can damage a brand's reputation.
The good news? AI works best when paired with human expertise. Here are three ways to triple-check AI for accuracy before it impacts your brand.

Verify Facts Using Trusted Sources

AI should always be viewed as a starting point, not the final source of truth or work. Before publishing any content, you should verify important information through credible sources.
Pay special attention to:
  • statistics and data
  • company information
  • dates and timelines
  • quotes and attributions
  • industry trends

If AI provides a fact, ask yourself: "Where did this information come from?" If you can't verify it independently, it shouldn't be included in your final content.
Remember: Accuracy builds credibility. Assumptions damage it.

Cross-Check Information Across Multiple Sources

One source is good, but multiple sources are better.
Before using AI-generated research, compare it against several reputable sources to ensure consistency.

This is especially important when working on:
  • media pitches
  • press releases
  • thought leadership articles
  • crisis communications
  • client reports
If multiple trusted sources support the same information, you can move forward knowing its accuracy. If there are inconsistencies, take the time to investigate further.
For PR professionals, fact-checking isn't optional- it's part of protecting a client's reputation.

Remember: Verification should be part of your workflow, not an afterthought.

Apply Human Review and Brand Expertise

Perhaps the most vital step is the final human review.

Even when information is technically accurate, AI may miss important context, tone, industry nuances, or brand-specific details. PR professionals bring strategic thinking, experience, human touch, and judgment that AI simply cannot replicate.

Before publishing any AI-assisted content, ask:
  • Does this align with our brand voice?
  • Does this reflect our expertise?
  • Is the information current?
  • Would we confidently stand behind this publicly?
AI can generate information, but people provide context and credibility– which can never be replaced. 

Remember: AI can support strategy, but it should never replace professional judgment.

Common AI Mistakes Brands Should Watch For

As AI becomes more integrated into daily workflows, it's important to recognize some of its limitations.

Watch for:
  • outdated statistics
  • incorrect citations
  • fabricated sources
  • inaccurate company information
  • oversimplified conclusions
  • generic messaging

These mistakes can seem small, but in PR and communications, even minor inaccuracies can affect trust and credibility. Just because it may seem easier, it doesn’t mean it’ll always be 100%  reliable.

The Future of AI in PR

AI is here to stay, and when used strategically, it can be an incredible asset for communications professionals. It helps teams move faster, gain insights more efficiently, and create efficient workflows. However, the brands that benefit most from AI are the ones that combine technology with human expertise. 

At The McRae Agency, we believe AI is one of the many tools that can strengthen modern PR strategies when used responsibly. Our team combines strategic AI, public relations, marketing, and communications expertise to help brands stay visible, credible, and competitive in a rapidly evolving landscape.


Ready to build a smarter communications strategy? Contact beth@mcraeagency.com for a complimentary consultation today.

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