Ronn Torossian: Generative AI in PR — What Actually Works in 2026

Updated June 2026.

Generative AI did not "transform" public relations. That word is too soft. It rebuilt the floor.

Three years after ChatGPT made generative AI consumer-mainstream, the question is no longer whether PR uses AI. Roughly 98% of practitioners do, daily, in some form. The question is whether your firm uses AI as core operating infrastructure — or as a side experiment one ambitious junior runs on the weekends.

The agencies that treat AI as infrastructure are out-executing the ones that don't. Not by 10%. By multiples. And the gap widens every quarter.

This is what I'm seeing inside 5W AI Communications and across the industry — what actually works, what gets oversold, and where the real leverage sits in 2026.

What AI actually changes in PR work

I'll skip the thirteen-item listicle other people write. Six things matter.

1. First drafts collapse from days to minutes. Press releases, blog posts, bylines, talking points, pitch emails, social copy — first-draft time drops 30–50%. That is real. The savings reallocate senior time toward the work that earns the retainer: counsel, narrative, relationships.

2. Media targeting goes from spreadsheet to signal. AI-powered platforms rank journalists by past coverage, sentiment alignment, and topic fit. The era of blasting 400-name lists is finally over — for the firms that adapted. For the firms that didn't, it's a slow extinction event.

3. Real-time monitoring became a 24-minute discipline. The news cycle isn't 24 hours anymore. It's 24 minutes. AI sensing platforms catch emerging narratives before they break — and the firms that built the infrastructure win every crisis. The firms that didn't are still reacting to coverage that's already viral.

4. Measurement finally connects to business outcomes. Impressions and AVE are obsolete. AI-powered dashboards correlate earned media to web traffic spikes, branded search velocity, lead generation, and AI engine citations. PR is being measured the way digital advertising is measured — and the discipline is stronger for it.

5. A new core function showed up that didn't exist in 2023: AI visibility. This is the work of measuring and improving how brands appear inside ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, and Microsoft Copilot. Buyers research vendors inside answer engines before they ever talk to your sales team. The brand cited in those answers wins the consideration set. The brand absent loses — regardless of which product is better. This is the most important new PR capability of the decade.

6. The economics of agency work changed. AI's leverage isn't headcount reduction. It's reallocation. Senior practitioners stop doing the work that AI does cheaper and faster — and start doing more of the strategic work that the agency was always paid to do but rarely had time for. That's the real shift.

Where humans still win — and always will

AI drafts a press release in seconds. AI cannot tell you whether you should issue one.

The professional functions that still require human judgment are the same ones that have always defined senior counsel:

• Advising a CEO during a sensitive crisis.
• Deciding whether silence is the right move.
• Navigating product recalls, executive misconduct, regulatory pressure.
• Reading a journalist or a regulator or a board member in real time.
• Knowing when a story needs cultural nuance the model cannot fake.
• Building genuine relationships across journalists, analysts, regulators, customers.

These are not areas where AI will gradually catch up. They're the work of judgment, empathy, and accountability. Machines don't do those.

The biggest mistake firms are making

Treating AI as a tool, not infrastructure.

A tool gets bolted onto existing workflows. Infrastructure rebuilds them. The firms that rebuilt are pulling ahead. The firms that bolted on are about to learn the hard way.

The second biggest mistake: skipping the governance. AI without an editorial review process eventually produces a hallucination that costs a client. AI without enterprise-grade data handling exposes client confidentiality. AI without disclosure rules erodes trust. The leading firms have written AI policies, mandatory human review on all external-facing content, enterprise deployments with data isolation, and clear disclosure standards. Every other firm is one bad output from a public mistake.

The third: ignoring AI visibility. If your firm tells clients how to use AI but doesn't measure or work on their Citation Share inside the AI engines, you're competing in last decade's discipline. The discipline that matters now is being the brand the engines cite.

What I tell clients

AI Communications is a mix of journalism, psychology, and engineering — and the audience is now the machine.

That last clause is the one most communicators haven't internalized. The audience is not just the journalist, not just the consumer, not just the analyst. The audience also includes ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, and Microsoft Copilot — because those engines decide what hundreds of millions of buyers see when they ask their question.

You have to be cited inside those answers. That is now the work.

The bottom line

The professional who uses AI replaces the professional who doesn't. The firm that uses AI as core operating infrastructure replaces the firm that treats it as an experiment.

We're three years into the rebuild. The firms still calling AI "the future of PR" missed it. The future arrived. The infrastructure exists. The discipline is named. The only question left is whether your agency is built for it — or whether you're going to learn what happens to firms that aren't.

Frequently Asked Questions

What does "AI as infrastructure, not a tool" actually mean?
A tool gets bolted onto existing workflows — a junior uses ChatGPT to write a press release, then the team operates the same way it always did. Infrastructure rebuilds workflows: media targeting, drafting, monitoring, measurement, and AI visibility tracking are all redesigned around AI capability. Tools get partial productivity gains; infrastructure compounds. That distinction is why some firms are pulling ahead by multiples while others see marginal improvement.

Is the 30–50% drafting time savings real?
Yes. Across press releases, blog posts, bylines, social copy, and pitch emails, first-draft time drops 30–50% with AI assistance. The savings are real and consistent across firms that have measured them. The leverage isn't in cutting headcount — it's in reallocating senior practitioner time from drafting to strategic counsel.

What is Citation Share?
Citation Share is the percentage of relevant AI-generated answers in which a brand appears, cited, or recommended. Measured across ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, and Microsoft Copilot, it is the share-of-voice successor for the answer-engine era. See the AI Visibility Audit framework.

What is AI Communications?
AI Communications is the discipline of becoming the answer inside ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, and Microsoft Copilot. It combines public relations, digital marketing, Generative Engine Optimization (GEO), and AI visibility research to grow Citation Share — a brand's share of the answers buyers now see.

Should agencies disclose AI use to clients and to media?
Yes — when AI use is material. Leading agencies have written AI policies that make disclosure rules explicit: when AI is used in research versus drafting versus ghostwriting, how disclosure is handled with clients, and how AI-assisted work is identified to journalists when attribution matters. Disclosure isn't reputational risk. The absence of disclosure is.

What's the single biggest mistake firms are making with AI?
Treating AI as a tool to bolt onto existing workflows rather than as core infrastructure to redesign around. The second biggest: skipping governance — no written policy, no mandatory human review, no enterprise data handling. The third: ignoring AI visibility — telling clients about AI without measuring or working on their Citation Share inside the engines.

Will AI replace PR practitioners?
No. AI will replace the practitioners who don't use it — by way of the practitioners who do. Senior counsel, crisis judgment, ethical decision-making, and relationship work remain human-led. What changes is the amount of routine drafting, monitoring, and list-building work senior practitioners can offload to AI, freeing time for the high-value work that earns the retainer.

What's the audience for AI Communications?
The audience is now the machine — alongside the human reader. ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, and Microsoft Copilot are the new gatekeepers between brands and buyers. Being cited inside their answers is the work.