A Client Asked If They Show Up in ChatGPT. What Do You Tell Them?
It's starting to happen in client calls everywhere: someone on the client side asks ChatGPT or Perplexity about their own category, out of curiosity, and either their brand shows up or it doesn't. Then they bring it to you, the agency running their SEO and content, and ask the obvious question. "Are we showing up in AI search? Why or why not?"
If you don't have a real answer, that's a credibility problem, not a one-off awkward moment. Your client already trusts you to own their visibility. The fact that "visibility" now includes AI assistants, not just Google rankings, doesn't change what they expect from you. This article covers why this question is landing on agencies right now, why it's hard to answer with existing tooling, and what to actually do about it.
Why are clients suddenly asking about ChatGPT visibility?
Because they're using it themselves. Founders, marketing directors, and buyers across your client roster are now routinely asking ChatGPT, Gemini, or Perplexity to shortlist options in categories they care about, including their own. When a client types their own category into ChatGPT and sees competitors named instead of them, or sees nothing at all, it registers as a visibility gap exactly the way a ranking drop would. The difference is you likely have no existing report that covers it.
This isn't a hypothetical trend. It's showing up as a direct, specific question in client meetings, usually phrased almost exactly like a client would type it into search: "are we showing up in ChatGPT," "why does [competitor] get mentioned and we don't." Agencies that can't answer it in the room lose a beat of trust, even on accounts where the actual SEO work is strong.
Why can't most agencies answer this with their current tools?
The SEO stack most agencies run, rank trackers, backlink tools, content audits, Google Search Console, measures search engine ranking. None of it observes what an AI assistant actually says when asked a question. A client can rank #1 on Google for a term and still get zero mentions when someone asks ChatGPT the equivalent question conversationally, because the two systems select and cite sources differently.
So when a client asks the AI-visibility version of the question, most agencies are working from a guess, not a report. That's a specific capability gap, not a general skills gap. It needs a different kind of tracking layered onto the SEO work the agency already does well, not a replacement for it.
What does "AI visibility" actually mean for a client report?
In practical terms, it comes down to three things you can put in front of a client:
- Presence — does the client's brand get named at all when someone asks ChatGPT, Gemini, Perplexity, or Claude about their category or a close competitor?
- Accuracy — when the brand IS mentioned, is what's said about it correct, current, and not describing an old product, price, or position?
- Share of voice versus named competitors — when a client and their two or three closest competitors are all plausible answers to the same question, who actually gets named, and how often?
A report that covers those three things, with a short list of what's driving the gap and what to fix, is something a client can act on. A vague "AI is changing search" slide is not.
Can this fit into an existing retainer, or does it need a separate product?
It can sit inside the SEO/content retainer you already run, as an added line of reporting rather than a new service line you have to sell separately. The content and technical work that improves AI visibility, quotable Q&A-formatted pages, clean structured data, consistent entity information across the site, third-party corroboration from directories and forums, overlaps heavily with good SEO practice. You're not starting from zero with every client.
What usually doesn't fit inside an existing retainer without help is the tracking itself. Manually asking ChatGPT, Gemini, and Perplexity the same prompts for every client every week, and turning that into a consistent client-ready snapshot, isn't a sustainable manual process once you're running it across more than a couple of accounts. That's the part worth adding a tool for, rather than building in-house.
What should an agency look for in an AI visibility tool before adding it to client reporting?
A few things matter specifically for an agency use case, beyond what a single in-house marketing team would check:
- Fast per-client snapshots, not a heavy enterprise onboarding process per account.
- Self-serve pricing that scales with the number of client brands you track, not a six-figure floor built for a single Fortune 500 buyer.
- Output you can actually hand to a client, a short, clear read on presence, accuracy, and competitive share of voice, not a raw data dump you have to translate yourself.
- Coverage across the assistants clients actually ask, not just ChatGPT. Gemini and Perplexity come up in client questions too.
- Native support for any market you serve in more than English. If you manage French-Canadian or French market clients, a tool that only tracks and reports in English will miss real gaps.
How does Operato AI fit into an agency's workflow?
Operato AI tracks how a brand shows up across ChatGPT, Gemini, Perplexity, Claude, and the other assistants prospects actually use, with presence, accuracy, and share-of-voice covered in one place, and a prioritized list of what to act on rather than a score to interpret. It's self-serve, fast to set up per brand, and genuinely bilingual EN/FR, which matters directly if any client sells into French-speaking markets. For an agency, that means the next time a client asks "are we showing up in ChatGPT," there's an actual answer ready, built from the same operational mindset behind the AI strategy consulting work. You can see how it fits a multi-client setup by booking a walkthrough, or read more on the about page.
FAQ
A client asked if they show up in ChatGPT. What should I tell them right now? Be honest that it's a different signal from search rankings and that you're adding tracking for it, rather than guessing or pretending existing SEO reports already cover it. Clients generally respond better to "we're adding this, here's the plan" than to silence or a vague reassurance.
Is AI visibility tracking something I should sell as a new service, or fold into existing retainers? Most agencies fold it into existing SEO/content retainers as an added layer of reporting, since the underlying content and technical work overlaps with good SEO practice. The tracking itself is usually the one piece worth adding a dedicated tool for.
Do I need a different tool for every client, or can one tool cover my whole roster? Look for a self-serve tool priced to scale across multiple client brands rather than one built for a single enterprise account, so you're not managing a separate subscription and workflow per client.
What if a client's competitors are being named by AI and they aren't? That's a share-of-voice gap, and it's fixable. It usually comes down to a mix of content gaps, weak structured data, and missing third-party corroboration (directories, forums, comparison content), the same levers that drive most AI visibility outcomes, not a sign the client's brand is permanently locked out.
Does this replace the SEO work my agency already does for clients? No. AI visibility and SEO measure different systems, search rankings versus what AI assistants say in a generated answer, and both matter. AI visibility tracking adds to the existing SEO relationship rather than replacing any part of it.