AEO Vendor Terms: What Monitoring and Execution Actually Require

Question 1

What is a tracked prompt and why do prompt caps matter for agencies?

Accepted Answer

According to groas, a tracked prompt is a buyer question a vendor runs on a schedule across AI search surfaces, recording whether and how a brand appears. Three clients with 40 questions each push past the 100-prompt tier before anyone has changed a page, and a home-services client can generate 60 high-intent questions without trying. The article recommends asking what happens on prompt 51, and what 500 prompts across 20 domains cost for a year.

Question 2

What is citation building and how can an agency test if a vendor actually does it?

Accepted Answer

The article defines citation building as the work of earning independent pages that support a claim an AI answer might use, with the output a live page, not a list of places where the client should appear. It assesses the work by a clear passage a machine can quote, credible context such as a named author, dated statistics or original data, and third-party validation elsewhere on the web. The article recommends asking for three live citations earned last month for a client in the agency's niche.

Question 3

How can an agency tell content execution from a content brief?

Accepted Answer

According to groas, a content brief tells someone what to make, while content execution gets the page written, prepared and published. A brief can identify the buyer question, suggest the structure and recommend schema, but someone still has to write the copy, add the links, check how the page renders and hit publish. The article recommends asking who writes the page, adds the schema, publishes it and shows the URL.

Question 4

What should agencies check when a tool claims to automatically publish pages directly to client CMS?

Accepted Answer

The article states auto-publish to CMS means a completed page goes live on the client's site without someone manually moving it there. A plugin that creates a draft, an automation step that sends HTML to staging, and an export pasted manually are different workflows, and for an agency running 20 retainers, the time between drafted and published is where margin goes to die. The article recommends asking the vendor to publish a test page with title, body copy, internal links and schema, then show the live URL, noting that publishing does not itself guarantee indexing.

Question 5

What does white-label AEO execution require for digital agencies?

Accepted Answer

According to groas, white-label means the client experiences the agency's service without encountering the vendor's brand in the workflow. A logo on a PDF is not the whole workflow, with leaks in brand colors, a custom reporting domain, footer contact information and automated emails. The article recommends asking for a live client report, a notification email and the portal URL exactly as the client would see them, noting that a branded dashboard is still a dashboard.

Question 6

Which flat monthly pricing per domain actually avoids capping tracked prompts?

Accepted Answer

The article defines flat-rate per domain as a set price for each client site, with defined work and usage included. The phrase is stretched when the headline price is flat but more prompts, more AI engines or more frequent refreshes cost extra. Using the example of pitching a $1,500 AEO retainer alongside $20,000 a month in media spend, the article recommends asking for 300 prompts and daily refreshes on one domain in writing, with every add-on named.