Beyond earning media coverage, PR must earn AI citations

By Ross Gan, President, Institute of Public Relations of Singapore (2025/ 2027)

Ask a generative AI system about your organisation and, within seconds, it can summarise your leadership, compare your products, and assess your reputation. It draws not only from what you publish, but also from a wider public record of third-party sources.

The resulting answer may influence whether someone investigates further, a prospect calls, or a potential employee applies.

The instinctive response from enterprise leaders may be: How do we manage what AI says about us?

That is fundamentally the wrong question.

Public relations cannot “manage” an algorithm’s understanding in the same manner it manages a corporate website or paid campaign. Large language models draw from a vast information ecosystem that includes journalism, analyst reports, regulatory filings, academic research and corporate content. That record cannot simply be commanded into existence. It must be earned.

Technical approaches to AI visibility, including Generative Engine Optimisation, can help machines find and interpret structured information. But the efficacy of technical solutions that address symptoms quickly degrades as AI tools evolve, and they are no substitute for earned credibility.

Muck Rack’s May 2026 analysis of more than 25 million links cited by AI systems found that earned media accounted for 84 per cent of citations. Paid and advertorial content represented just 0.3 per cent.

The strategic lesson is clear: AI systems look beyond self-promotional claims for signals of independent authority.

This does not mean treating journalists, analysts, or creators as instruments to influence algorithms. Their independence is precisely what gives their work credibility. Nor does it mean pursuing the greatest possible volume of coverage. Repetition may amplify a claim, but it cannot make that claim true.

The obligation is to become more worthy of citation.

In Asia, that challenge is particularly complex. Organisations operate across multiple regulatory systems, languages and cultural contexts. AI can collapse these localised fragments into a single, confident answer, stripping away important nuances. A corporate narrative developed at headquarters may be contradicted by outdated reporting or stakeholder experiences in another market.

Communications teams must therefore shift from managing short-term campaigns to maintaining a living public record. This requires three changes.

1. Secure early access to governance. Communications leaders must advise management before decisions become announcements, identifying gaps between organisational conduct and the narrative surrounding it.
2. Build verifiable authority. Organisations need to publish a plethora of content from genuine subject-matter experts, substantiate claims, and sustain engagement with specialist media and niche communities—not limit their activity to high-volume press distribution.
3. Audit visibility. Communications teams must move beyond impressions and share of voice to examine and address the questions that people with a stake in their business ask, provide the answers different AI systems offer, qualify the sources AI cites, and address any recurring inaccuracies or narrative gaps.

A favourable AI answer is not an asset an organisation owns. It is a temporary interpretation of the available evidence, varying by platform, prompt, language and time.

Reputation is therefore no longer a downstream outcome of public relations. It is an active component of enterprise governance, competitive positioning and risk management.

This premise underscores the broader mandate that sits at the heart of the Institute of Public Relations of Singapore’s upcoming Media OutReach Newswire PRISM Summit 2026, to be held on 12 November 2026 at METT Singapore.

Under the theme “From Message to Mandate”, the IPRS invites leaders to attend from across the region. Anyone engaged in communications, business, journalism, and public affairs will benefit from speakers who examine how trust, independent scrutiny, and AI citations are redefining communications leadership in the region.

AI is not removing the human element from public relations. It is magnifying the value—and persistence—of human trust.

We cannot dictate what AI says about our organisations. We can ensure that our conduct withstands scrutiny, our claims are supported by evidence, and our relationships deserve confidence.

Like all credible media coverage, AI citations cannot simply be managed. They must be earned.