AI Reputation Management: How ChatGPT and Google AI Overviews Are Changing the Way People See You
If someone asks ChatGPT “what do you know about [your name or business]?” right now, do you know what it would say?
Most people don’t. And that’s the problem.
For the last two decades, online reputation management has been a Google game: get the bad stuff off page one, build positive content that outranks it, repeat. That playbook still matters. But a new layer has opened up on top of it, and almost nobody is managing it yet. AI tools like ChatGPT, Google’s AI Overviews, Perplexity, and Microsoft Copilot are now answering questions about real people and real businesses directly, often before a user ever clicks a single link.
This is what we call AI reputation management, and in 2026, it’s the single biggest blind spot in most people’s online presence.
Why This Is Different From Traditional Reputation Management
Traditional reputation management works by competing for position. You build stronger content, earn better backlinks, and outrank the bad result on Google’s first page. It’s a ranking game, and rankings can be moved.
AI tools don’t work that way. When someone asks ChatGPT or Google’s AI Overview a question about you, the system doesn’t return ten blue links for the user to evaluate. It synthesizes everything it can find, whether from your own website, a Reddit thread, a years-old news article, a complaint site, or a customer review, into a single paragraph that reads as a confident, settled answer. There’s no page two to bury anything on. There’s no scrolling past it. The user reads the AI’s summary and, in a growing number of cases, never visits a source page at all.
That means a handful of negative or outdated mentions can shape an entire narrative, even if they were never prominent on Google in the first place. Search engines used to filter information. AI tools now compress it.
How AI Tools Actually Form an Opinion About You
It helps to understand the mechanics, because the fix depends on which platform you’re dealing with.
Google AI Overviews pull almost entirely from pages that already rank on the first page of regular Google search. If your strongest content isn’t ranking on page one, it has very little chance of being included in the Overview either. This means classic SEO is still the foundation here. If you’ve been ignoring your Google rankings, you’re also invisible to Google’s AI layer.
ChatGPT works differently. It blends what it learned during training with a live web search step when a question needs current information. Rather than relying purely on rankings, it leans heavily on broad corroboration: does this brand or name show up consistently and credibly across multiple independent sources? Review platforms, “best of” roundup articles, Reddit threads, industry directories, and press mentions all carry weight here, sometimes more than your own website does.
Both platforms share one important trait: they trust sources that other sources independently confirm. A single page saying something about you is a data point. Ten different credible sources saying the same thing is a fact, as far as an AI system is concerned.
What Damages Your AI Reputation
A few specific patterns tend to create the biggest problems:
Outdated information that never gets refreshed. AI systems increasingly deprioritize stale content, but if the only thing available about you online is three years old and never updated, it’s still what gets cited, simply because nothing newer exists to replace it.
Negative threads on Reddit, complaint forums, or review platforms. These sources are exactly the kind of “real, unfiltered” content that AI models are trained to weigh heavily, because they read as more authentic than branded content.
A thin or inconsistent digital footprint. If your name or business doesn’t appear across enough independent, credible sources, AI tools have very little to corroborate, and may default to whatever limited information they can find, even if it’s negative or incomplete.
Old news coverage tied to resolved situations. Just as with traditional search, AI tools can surface a years-old article about a lawsuit, complaint, or controversy as though it reflects your current standing, because nothing newer and stronger has displaced it in the data these systems draw from.
How to Start Managing Your AI Reputation Today
You can’t fully control what an AI model says about you, but you can meaningfully influence it. The approach is different from traditional ORM, but it builds on many of the same fundamentals.
Audit what AI tools currently say about you. Ask ChatGPT, Google AI Overview, and Perplexity direct questions about your name or business: “What do you know about [name]?” “What is [business]’s reputation?” “Is [name] reliable?” Note what each platform says, which sources it seems to draw from, and where the narrative is outdated, incomplete, or wrong.
Strengthen your Google rankings first. Since AI Overviews lean heavily on Google’s existing first-page results, improving your traditional SEO directly improves your odds of being included in the AI summary. This is the same suppression and content-building work used in conventional reputation management, it just now has a second payoff.
Build a wider footprint of independent corroboration. ChatGPT in particular favors brands and names that appear consistently across multiple credible third-party sources, not just their own website. This means securing mentions in industry directories, getting cited in “best of” roundup articles, encouraging genuine reviews on third-party platforms, and contributing to discussions where your name or business is naturally and accurately represented.
Keep your content current. AI systems increasingly favor freshness. A page last meaningfully updated years ago sends a weaker signal than one that’s been actively maintained. Updating key pages regularly, and clearly dating those updates, helps AI tools treat your information as current and trustworthy.
Make sure your site is actually crawlable by AI tools. This is a step many people overlook entirely. If your robots.txt file is blocking GPTBot, ChatGPT-User, or OAI-SearchBot, ChatGPT may not be able to access or cite your content at all, no matter how good it is.
Address the negative sources directly, not just around them. Where harmful or false content exists on third-party platforms, removal or correction still matters, because AI tools draw from the same pool of sources as traditional search. A negative Reddit thread or complaint listing doesn’t just hurt your Google rankings, it actively shapes what AI tools say about you.
Why Most Businesses and Individuals Are Behind on This
This is genuinely new ground. Most reputation management providers are still built entirely around traditional search engine results, and most individuals have never thought to check what ChatGPT says about them at all. That gap is exactly why this is the moment to act. The brands and professionals who start managing their AI reputation now, while almost no one else is doing it systematically, will have a meaningfully cleaner narrative locked in before this becomes standard practice industry-wide.
If a negative Reddit thread, an outdated article, or a one-sided complaint is currently shaping what AI tools say about you, that’s not a problem that fixes itself with time. It tends to compound, since AI systems favor sources that other sources keep confirming.
How ORM Agency Approaches AI Reputation Management
At ORM Agency, we treat AI reputation management as an extension of the same disciplined process we use for traditional search: audit, remove or correct what we can, build strong corroborating content where it’s needed, and monitor on an ongoing basis. For clients in the USA, UK, Australia, and Canada, this means checking how your name or business appears across ChatGPT, Google AI Overviews, and Perplexity, identifying the sources driving any negative narrative, and building the kind of consistent, credible digital footprint that earns a fair representation across both traditional search and AI-generated answers.
Frequently Asked Questions
Can you actually remove something from ChatGPT’s training data?
Not directly, and any provider claiming otherwise isn’t being accurate. What we can do is reduce the prominence and credibility of the underlying source, correct outdated narratives through stronger current content, and improve the broader corroboration AI tools rely on, which over time shifts how these systems summarize you.
How is this different from regular SEO?
Regular SEO competes for ranking position. AI reputation management focuses on corroboration and authority across multiple independent sources, since AI tools synthesize rather than rank. The two strategies overlap significantly, but AI reputation work adds platform-specific elements like crawlability checks and third-party source building.
How long does it take to see a change in what AI tools say?
On-page and technical changes can be reflected within a few weeks as these systems recrawl the web. Meaningful shifts in the broader narrative, especially for ChatGPT, typically take a quarter or more, since they depend on building genuine corroboration across multiple sources rather than a single page change.
Does this apply to individuals or only businesses?
Both. We’ve seen this become just as relevant for individual professionals, executives, and public-facing figures as for companies, since people increasingly ask AI tools directly about a person’s background before a meeting, a hire, or a deal.
Is my business too small for this to matter?
No. AI tools answer questions about businesses of every size. If your name or business is being discussed by AI at all, even occasionally, it’s worth knowing what it’s saying.
Want to know what ChatGPT and Google AI Overview are currently saying about you or your business? Email us at info@ormagency.co for a free, confidential AI reputation check across the USA, UK, Australia, and Canada.
