AI visibility for agencies: how to report AI search to clients

Clients are asking 'are we showing up in ChatGPT?' Here is how to answer with data: track each client's AI visibility on a schedule, report it in plain numbers, act on the sources, and package it as a service you can charge for.

If you run a marketing or SEO agency, AI visibility is becoming a line item your clients ask about by name: "are we showing up in ChatGPT?" This post is about how to answer that with data, report it in a way clients understand, and turn it into a service you can charge for. The short version: track each client's AI visibility on a schedule, report it in plain numbers tied to their buying questions, and act on the sources behind the answers.

Why clients are suddenly asking

Your clients are watching their customers ask AI for recommendations instead of Googling, and they are nervous about being left out of the answer. Most of them cannot see whether they are named or not, it is invisible, no report tells them. That is the gap you can fill. An agency that can show a client exactly where they stand in AI answers, and move the number, has a service competitors do not offer yet.

The timing is good. The category is young enough that a clear, honest AI-visibility report feels like a genuine edge, not table stakes.

What to actually report to a client

Skip the jargon. Clients do not want "share of voice at 0.14." They want a sentence they understand. Report these, in plain language:

Are we named? Out of the questions their buyers ask, the share of AI answers that mention them by name. This is the headline.
Who is named instead? The competitors getting the recommendations, so the client sees the stakes.
Where is it coming from? The specific sources the AI read, the pages you will work to get them into. This is what turns a report into an action plan.
Is it moving? The trend over the last few weeks as you do the work. Clients pay for a line that goes up.

For the underlying metrics and how to read them, see AI visibility tracking: the complete guide.

Running it across many clients

Doing this by hand for one client is tedious; for a roster it is impossible. What you need is a tool that tracks every client's questions across every engine on a schedule, and reports per client. Look for:

Multi-project support, so each client is separate and nothing leaks between them.
Plain-English output you can put in front of a client without translating it.
The sources behind each answer, so your team knows what to fix, not just that a number is low.
Something you can white-label or wrap into your own reporting.

SearchVis is built for exactly this, agencies and the small and mid-sized businesses they serve, with per-project tracking and a Pro tier for multi-client volume. It is also an Outpace Media product, so if you would rather have the content that fixes the gaps written for you, that is available too.

Turning it into a service you can charge for

A few ways agencies package this:

An add-on to an existing retainer. "AI visibility tracking and optimization" as a monthly line item on top of SEO.
A paid audit as a foot in the door. A one-time "where do you stand in AI answers" report that surfaces gaps and leads naturally into ongoing work.
A done-for-you content play. The report shows which pages the client is missing from; the fix is getting them into those sources. That is billable work.

The report creates the demand, the sources view creates the scope, and the trend line proves the value. That is a clean service to sell.

Pitfalls to avoid

Reporting raw metrics. A client who sees "position 4.2, SoV 0.11" tunes out. Translate every number into a sentence.
Promising instant results. Getting into cited sources takes weeks. Set the expectation, then show the climb.
Tracking only broad terms. Your client loses those to national brands. Track the specific and local questions they can actually win.
Measuring without acting. The client is paying for the fix, not the dashboard. The sources view is where the work lives.

Frequently asked questions

How do agencies track AI visibility for clients? With a tool that runs each client's buying questions across ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude and Grok on a schedule and reports per client whether they were named, by whom, and from what sources.

Can I white-label AI visibility reports? Look for a multi-project tool with plain-English output you can wrap into your own reporting. SearchVis is built for agency use; its parent Outpace Media also offers done-for-you content.

Is this a real service clients will pay for? Yes. It is new enough to be a differentiator, and it ties directly to revenue (getting recommended by AI), which is an easy value story to sell.

What should I charge? Most agencies bundle it into a retainer or sell a paid audit that leads into ongoing optimization. Price it like the SEO reporting and content work it resembles.

The bottom line

AI visibility is a service your clients are already asking for and few agencies can deliver yet. Track it per client, report it in plain numbers, and sell the fix, the work of getting them into the sources the AI reads. Start by seeing a client's number with a free visibility check.