The AI Reputation Risk: Why Leaders Need Narrative Control, According to Iza Montalvo

In a recent LinkedIn post, IZA MONTALVO explores the growing risk business leaders face regarding their online reputation in the age of artificial intelligence. Montalvo argues that while many leaders may not personally worry about what AI says about them, key stakeholders like investors, boards, and journalists are increasingly relying on AI-generated summaries to form their first impressions.

Montalvo highlights a critical disconnect: AI does not build a reputation based on a leader’s best work, but rather on the readily available digital fragments it can find. This can lead to a misrepresentation of leadership, as the AI may pull from outdated bios, incomplete interviews, or misquoted panels, rather than the most current and authoritative information.

“AI doesn’t build your reputation from your best work. It builds it from what it can find.”

The Mechanics of AI and Reputation Building

The core of Montalvo’s argument centers on the mechanical nature of AI. It samples, stitches, and predicts, but prediction is not the same as accuracy. This distinction is crucial when it comes to reputation management.

As IZA MONTALVO points out, the sources AI often relies on are not the most authoritative. “80% of sources cited in AI summaries aren’t top-ranking authority sites,” Montalvo states, underscoring the potential for AI to reconstruct a leader’s legacy incorrectly based on less credible or outdated information.

Visibility vs. Control in an AI-Indexed World

Montalvo contrasts the common pursuit of visibility with the necessity of control. “Most leaders chase visibility. But visibility without control is risky,” the post reads. In an era where AI is increasingly used to summarize and present information, leaders who do not actively manage their narrative risk having their reputation built from the weakest or most outdated versions of themselves.

“If your best thinking is buried and your weakest content is indexed, the algorithm builds your reputation from the worst version of you.”

This, according to Montalvo, is the true “hallucination risk” – not necessarily fabricated stories, but the misconstruction of a leader’s identity and impact based on fragmented digital footprints. The implications extend beyond traditional SEO or local search optimization; it is about maintaining narrative control in a world where AI is a primary information aggregator.

The Call to Action: Assessing Your AI Authority

IZA MONTALVO urges leaders to consider the current state of their AI-generated presence. The critical question posed is whether an AI summary accurately reflects the leader they are today, or if it presents a fragmented archive of their past.

“Your reputation is being written whether you participate or not. The question is who’s writing it: you, or the algorithm.”

Montalvo concludes by emphasizing that a leader’s reputation is being shaped irrespective of their active participation. The choice lies between proactively managing that narrative or allowing the algorithm to construct it from whatever digital scraps are most easily accessible. The post encourages leaders to investigate where their visibility breaks down in the context of AI analysis.