AI visibility is the new line item clients are asking about. How agencies productise GEO - scoping it, reporting it, pricing it, and managing many brands across engines without drowning in manual checks.
Muhammet İLBAŞ 9 min readIf you run an agency, you've probably already had the call: a client forwards a screenshot of ChatGPT recommending their competitor and asks "why aren't we in this - and what are you doing about it?" AI visibility is becoming a line item clients expect you to own. The agencies moving early are turning that into a productised service before it becomes a commodity. Here's how to build it.
You already know the shape of this service - it's SEO, re-pointed. The difference is what you're winning: not a ranking position but a mention inside a generated answer. A clean offer has four parts: a baseline audit across engines, a prioritised action plan, the content and authority work to close gaps, and a recurring report that shows visibility and share of voice trending against competitors. Clients instantly understand "are the AI assistants recommending you, and is it improving."
The trap is treating GEO as bespoke research per client. It isn't - most of the work productises:
Manual checking falls apart past one brand and one engine - and you're running many brands across five. This is the part to tool. You need each client's questions run across engines on a schedule, competitors in the same frame, and per-client reports you can white-label, so your team spends its hours on strategy and execution instead of repetitive sampling. (We built Zene with multi-brand agency workflows in mind, but the requirement holds whatever you use.)
GEO sells well as a retainer add-on to existing SEO/content work - the data feeds it, and you can show it making the rest of your work measurably move the channel clients are now watching. It also opens the door to clients who've gone quiet on traditional SEO but are anxious about AI. Lead with the audit: a baseline that shows a client being out-recommended by a rival is the easiest "yes" in the conversation.
Want to run a client baseline today? A free Zene audit shows where any brand stands on ChatGPT and Gemini (every major engine on Pro) - a strong way to open the GEO conversation with a prospect.
Package it like SEO but around the new unit of victory - a mention inside an AI answer. A typical offer: a baseline audit across engines, a prioritised action plan, content and authority work to close gaps, and a monthly report showing visibility and share of voice trending against competitors. The deliverable clients understand is 'are the AI assistants recommending you, and is that improving'.
Not by hand - manual checking breaks down past one brand and one engine. Agencies use a tracker that runs each client's buyer questions across the major engines on a schedule, tracks competitors in the same frame, and produces client-ready reports, so the team spends its time on strategy and execution rather than re-asking ChatGPT the same questions every week.
It's quickly becoming table stakes. Clients are seeing AI answers recommend competitors and asking what to do, and the brands that move early build a durable advantage. For agencies it's both a new retainer line and a way to make existing SEO and content work measurably feed the channel clients are now watching.
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