AEO for agencies

For an agency, the useful property of AEO is that it produces specific, defensible, client-visible work items out of a measurement you can run across a whole portfolio at once.

It generates scope instead of requiring it

Most retainer expansion conversations start with a proposal. This one starts with a finding: three engines tell prospective patients this practice does not accept a plan it has accepted for four years, and here is the verbatim quote.

That is a different conversation. The client is not evaluating a theory about AI; they are looking at a wrong sentence about their own business, and asking how quickly it can be fixed.

Triage the portfolio before you sell anything

Run a baseline across every client you already manage. In a book of thirty local businesses you will typically find a handful with a materially wrong high-stakes fact, several with AI crawlers blocked in robots.txt, and a long tail with no structured data at all.

The crawler blocks are the fastest credibility win available: a one-line change, a clear explanation of why it matters, and a measurable effect on whether engines can read the client's site at all.

Sell the fix, not the dashboard

Clients do not renew for a chart. Package the work the way the finding is shaped: correct the record, publish the structured data, correct the third-party listings the engines are actually quoting, then re-measure.

The re-measurement is the part that compounds. Once you have shown one client a control-adjusted improvement on a fix you made, you have a case study that sells the same work to every similar client in the portfolio.

Report in a way that survives scrutiny

Two disciplines protect you here. Report every rate with its margin of error, so a number that moves inside the noise is not oversold as a win. And always report what your untouched control questions did over the same window, so when an engine update flatters your numbers, you are the one who says so first.

This costs you the occasional dramatic slide. It buys you a client who believes the next number you show them.