The firm that owns your story in AI search is the one that checks what AI tools say about you every month.
A PR agency earns you news coverage. A reputation firm manages what people find when they look you up, from reviews to search results.
ChatGPT, Gemini, and Google's AI Overviews now mix both into one short answer.
Hire the team that is measured on that answer.
The old split worked when people clicked links
For about twenty years, the work split cleanly. PR handled the story going out. Reputation management handled the story coming back. That meant page one of Google, review profiles, the Glassdoor rating, and the old lawsuit article sitting in fourth place.
The two jobs rarely clashed, because searchers pieced the story together themselves. A buyer might see a Forbes feature in one result and a 2.9-star Yelp page in another.
A Reddit thread might sit below that. Each result fought for a click, and the buyer made up their own mind.
AI search took that job away from the buyer. Ask ChatGPT "Is [your company] legit?" and you get one paragraph back. It can blend your best press hit, your worst run of reviews, and a 2022 forum complaint into one confident verdict. Nobody has to click anything.
Pew Research Center measured this in 2025. Google users who saw an AI summary clicked a regular search result on 8% of visits.
Users who saw no summary clicked on 15% of visits. Most people read the summary and stop there.
That leaves one question worth asking: who is responsible for that paragraph?
What a public relations agency controls in AI search
A PR agency controls more of the AI answer than most reputation people admit.
Muck Rack tracks which sources AI tools cite in a report called What Is AI Reading?
Its October 2026 edition covers more than 40 million AI answers from ChatGPT, Claude, Gemini, and Perplexity.
More than 84% of the sources those answers cite are earned and third-party sources. Journalism made up 22% of citations in September. In May, it was 27%. Paid and advertorial content was just 0.3%.
AI tools do not take your website's word for it. They mostly repeat what other people wrote about you, and that is home ground for PR.
A strong public relations agency controls several inputs that AI tools weigh heavily:
Outside coverage. Trade press, national outlets, and local news give AI the raw material for its answers.
Expert quotes. When a credible outlet quotes your CEO by name, AI tools start to link that person with the topic.
The words journalists use. Phrases from news stories often show up in AI summaries almost word for word. If every article calls you "the regional leader in X," that is what the model learns.
Steady coverage over time. Regular stories give AI fresh, consistent material, which pushes older or odd sources aside.
If you are starting from zero, press coverage is the fastest way to give AI something to say about you.
Where PR stops, and the trouble starts
A traditional PR shop rarely touches the material you did not pitch.
AI models cite more than flattering coverage. They also pull from review sites, Reddit, complaint boards, court records, employee review sites, and the one investigative story from three years ago.
Most PR agencies measure success by placements and how often you get mentioned. Very few track what Perplexity says when someone asks "What are the complaints about [brand]?"
That gap tends to show up in a few predictable ways.
One press hit loses to a review pattern
A glowing feature in a trade publication is one source. Two hundred reviews about slow refunds are a pattern. When a model sums up what customers say, it leans toward patterns.
Your PR win shrinks to a single clause, like "the company has been recognized by..." The refund complaints become the headline sentence.
Old crises do not fade on their own
Classic SEO lets you push a bad article to page two, where almost nobody looks. AI tools do not care about page two. If search engines can read an article and it fits the question, it can end up in the answer.
A 2021 data breach story can still show up in a 2026 AI answer about your security.
Nobody checks the final answer
Most PR reports stop at "we got you into these outlets." They rarely show what ChatGPT, Gemini, and Google's AI Overviews said about you this month, or what changed.
Without that check, you cannot tell if the coverage you paid for appears in the answers your buyers read.
What a reputation firm controls
Reputation firms start from what searchers see and work backward. That habit matters more now than it did five years ago.
A modern reputation firm handles five jobs:
Tracking AI answers. The firm asks ChatGPT, Gemini, Perplexity, and AI Overviews the questions buyers ask. It then tracks tone, accuracy, and cited sources over time. Some SEO tools now track AI search visibility as well.
Reviews. The firm builds a steady flow of recent, honest reviews. Then AI sees today's reality instead of a bad quarter from two years ago. Review platforms such as Birdeye help collect and answer those reviews.
Removal and pushing down. The firm gets old, wrong, or rule-breaking content removed or outranked, so AI tools stop pulling from it.
Pages you control. Profiles, knowledge panels, Wikipedia (when the brand is notable enough), executive bios, and clear factual pages all give AI plain answers to use.
Crisis work in search. When something breaks, a statement is only the start. The firm makes sure the correction gets indexed, cited, and seen before the AI summary settles on the negative version.
Reputation firms have long lacked media contacts, and many still do. They can tell you which source is hurting your AI answer.
They often cannot get you a feature in The Wall Street Journal to balance it.
So who owns the story?
The firm that is measured on the AI answer owns it.
That is rarely a pure PR agency, because PR is measured on inputs such as placements, views, and mentions. Inputs matter, but a placement that never reaches the final summary is wasted budget.
A reputation firm is closer to owning the result, since its work starts with what the searcher actually sees.
A reputation firm without press coverage still fights with one hand tied. More than 84% of AI citations come from earned and third-party sources.
Removing content and managing reviews cannot build a strong AI story alone. You need new, credible outside coverage to feed the models.
Most brands do best with one of two setups:
One firm that does both. Reputation management and PR sit under one roof, with AI tracking tying them together. NetReputation, for example, runs PR and crisis communications next to reputation monitoring and AI visibility work.
The team pitching the media is the same team watching how that coverage shows up in AI answers.
Two firms with one scorecard. Keep your PR agency and add a reputation partner. Hold both to the same monthly check of AI answers. If PR lands a story that never appears in a single AI answer, everyone should know.
The setup that fails is two firms with two separate ideas of success, and nobody reading the paragraph your customers read.
Your buyers already check
A 2026 Idea Grove survey of 1,000 U.S. consumers shows how this plays out:
42% of Americans use ChatGPT to research brands.
67% of Gen Z do the same.
Only 2% would buy from an unfamiliar brand on an AI recommendation alone.
45% Google the brand right after.
18% go straight to review sites.
That is the full loop in one survey. AI introduces you, and then the buyer checks your search results and reviews. Often they go back and ask the AI a follow-up question.
Press coverage helps at each step. In the same survey, 58% said press coverage makes them trust a brand more. Reviews scored higher, at 78%. And 71% said they rely on Google search rankings.
No single type of firm covers that whole loop, so someone has to own it.
How to decide what you need right now
Skip the debate and look at where you stand today.
Start with a public relations agency if
AI tools barely mention you, or give thin, generic answers
You have few negative results but also little outside coverage
You are launching, rebranding, or entering a new market and need authority fast
Your executives are not quoted anywhere credible
Start with a reputation firm if
AI answers about you include old complaints, old lawsuits, or a past crisis
Your reviews are weak, stale, or skewed by a handful of angry posts
Something negative ranks for your brand name and keeps showing up in summaries
You are in a crisis and need the correction seen within days, not quarters
Get both, working together, if
You are an enterprise, a public company, or a high-profile executive
You have had good press and bad press, and AI blends them in ways you cannot predict
You spend real money on PR and cannot tell if it moves your AI answers
That last group is bigger than most marketing leaders think.
Questions to ask before you sign with anyone
Ask these whether you hire a PR shop, a reputation firm, or a business reputation management firm that does both.
"Show me what AI says about us today." They should show a starting point across at least three AI platforms in the first conversation or two. If they cannot, they do not work in this area yet.
"How will you report on AI answers, beyond placements?" You want monthly tracking of tone, accuracy, and the sources being cited.
"What happens when coverage does not show up in AI results?" A good partner has a plan: different outlets, new angles, supporting content, and technical fixes.
"How do you handle negative sources AI keeps citing?" Listen for removal, pushing down, a review plan, and correction content. "We'll drown it out with press releases" is the wrong answer.
"Who on your team owns the final story?" You want a person's name, not a department.
FAQs
What is the difference between a public relations agency and a reputation management firm?
A public relations agency earns news coverage and shapes how journalists talk about your brand. A reputation management firm manages what people find when they search for you.
That includes reviews, search results, and AI answers. PR builds good coverage, while reputation work covers the whole picture that searchers and AI tools see.
Does PR help with visibility in ChatGPT and Google AI Overviews?
Yes, a lot. Muck Rack's October 2026 report found that more than 84% of AI citations come from earned and third-party sources.
Journalism alone made up 22% of citations in September. Credible outside coverage is one of the strongest inputs AI tools use to describe a brand.
Can a reputation firm fix a negative AI answer about my company?
Often, yes. The firm finds which sources the AI cites. Then it removes wrong content, outranks old material, builds fresh reviews, and publishes corrections.
Results depend on how strong the negative sources are. New press coverage on top of that work often speeds things up.
Should I hire a PR agency or a reputation firm first?
Start with PR if AI tools barely know you, and you lack outside coverage. Start with a reputation firm if AI answers already include complaints, old crises or wrong claims.
If you have both problems, or a big budget at stake, hire one firm that does both. The other option is two firms that share one AI answer scorecard.
How do I know what AI search says about my brand?
Ask the AI tools yourself, once a month. Put the questions your buyers would ask to ChatGPT, Gemini, Perplexity, and Google.
Try "Is [brand] trustworthy?", "What are complaints about [brand]?" and "Best [category] companies." Write down each answer and its cited sources.
To track many questions at once, use one of the AI visibility tracking tools or a firm that reports on it.
Who is responsible for my brand's story in AI search?
Whoever is measured on the AI answer itself. PR agencies mostly report on placements, which are inputs. The story belongs to the partner that tracks what AI tools say about you.
That partner links each answer to its cited sources, and changes plans when the summary is wrong or incomplete.