Reputation, Risk and Gen AI: Why Visibility Matters More Than Ever
Reputation is no longer built through media coverage alone. Increasingly, the first place stakeholders encounter your organisation is through Gen AI platforms. People ask a question, and a Gen AI tool provides a confident, conversational answer. That answer becomes the impression.
Gen AI platforms interpret and prioritise information based on what appears credible and consistent. Training data cut-off dates, absence of accessible information, and hallucinations create gaps that Gen AI models are left to fill. If your organisation has limited or outdated content available, Gen AI can lean on sources that are inaccurate, biased or designed to mislead. This is where misinformation, disinformation and synthetic content can seep in and start to shape your narrative.
We recently saw this with a client in a technically complex, at times controversial sector. Through social media monitoring, we identified bot networks amplifying misleading claims about an ingredient used in their product. At the same time, responses from Grok and other Gen AI platforms contained oversimplifications and partial inaccuracies due to outdated references and commentary from non-expert sources. Before designing a proactive communications strategy, we needed to understand the information landscape the Gen AI tools were drawing from. We conducted an audit of the reference sources and authority signals being used by three Gen AI platforms, allowing us to identify gaps, inaccuracies, and opportunities to correct the narrative at its source. What we learnt was that for content to be referenced, it needed some fundamental digital infrastructure and strategic amplification to support visibility in Gen AI tools.
For organisations in regulated or scrutinised environments, this has direct implications for trust and protecting reputation. Complex issues can be reduced to overconfident conclusions, devoid of nuance or context. Once this occurs at scale, it can be challenging to correct.
This is Generative AI visibility. It describes how your organisation is represented in the environments that are shaping understanding and perception.
Strengthening Gen AI visibility requires:
The organisations that are acting now will shape how they are understood in the next era of communication. Those who delay are more likely to have their reputation defined by outdated or synthetic sources that do not accurately reflect who they are, which is hard and expensive to fix.
If you would like support in assessing how your organisation appears across Gen AI platforms and strengthening visibility, accuracy, and trust, our Digital and Insights team can help.
The views expressed in this article are those of the author(s) and not necessarily the views of FTI Consulting, its management, its subsidiaries, its affiliates, or its other professionals.
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