Pitching AI visibility to clients

The pitch that works is not a slide about how AI is changing search. It is three sentences an engine wrote about the client's category, with their competitor named and them absent.

What you'll learn

• Why a baseline beats a deck
• The pitch in six steps
• The four objections you will get, and honest answers to them

Lead with their data, not the market

Do not open with adoption statistics. Every agency in the running has the same slide, and the client has seen it.

Open with a baseline: run their category prompts before the meeting, and bring the answers. "We asked every engine we monitor what a business like yours should use. Here is what came back. Your name is not in it, and this competitor's is in four of the six." That is not a pitch, it is a finding, and it changes the conversation from whether to whether now.

The pitch in six steps

1. The finding. Read one answer out loud. Not paraphrased.
2. The mechanism. One sentence: engines write one answer, they name one or two businesses, and there is no page two.
3. Why their SEO does not cover it. A page can be the top result and never be quoted. Engines pull passages they can extract from sources they have reason to trust.
4. What we would measure. The prompts, the seven surfaces, and that we report each surface separately rather than averaging them.
5. What we would do. The loop: grade the site, fix the first real failure, ship the change through a ledger that captures a control, and prove the movement.
6. What proof looks like. Show a change at Confirmed moved from another client, with the tier vocabulary. That is what separates this from a retainer with a monthly chart.

The four objections

"We already do SEO." Good, and this is measured separately for a reason. Show a page of theirs that ranks and is not cited. That single example does more than any explanation.

"Is this not just a dashboard?" No, and be careful, because plenty of tools are. The difference is the ledger: a change has to be observed live by our own fetch and then confirmed against a control before we call it a win. Show a change marked not measurable and explain why you are showing it to them.

"How accurate is it?" Answer precisely rather than confidently: a judge model reads every answer, an independent verifier audits the ones the judge is not certain about, disagreements are not counted, and a check decided by one model is labelled as such. Conservative by design. That answer wins the sceptics.

"Can you guarantee results?" No. You can guarantee measurement: within a month they will know their position on seven surfaces, and every change will be tracked to observed or confirmed. That is a stronger offer than a promise nobody can keep.

What to leave out

• Industry-wide citation rates. Nobody can source them, and a client who checks will find that out.
• Projected lifts presented as forecasts.
• Anything about engines that will be out of date next quarter.

Try this in Outercite

Before your next pitch, ask the assistant in a workspace with that category's prompts: "Which prompts am I losing, and who is taking them?" Take the answer into the room.

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