Measuring Return On Generative Engine Optimization Work

Handle the Statistics Carefully Numbers circulate in this field faster than anyone checks them, and using an unsourced one is the fastest way to lose a room. Attach the provenance to everything you cite:

That is the problem an AI SEO agency exists to solve. The work overlaps with traditional search marketing in places and diverges sharply in others, and the difference is worth understanding before you hire anyone. Here is what the job actually involves, stripped of the acronyms. website

Be Honest About What Cannot Be Measured State the limits at the top rather than being caught out on them. There is no console reporting how often you were named. Referral attribution is incomplete because some assistants strip referrer data. Most of the channel's value arrives without a click.

State What You Sell in Concrete Terms Price range, lead time, geography, capacity, what you decline. This feels commercially sensitive and it is the material that makes your pages quotable, so an agency that does not have it will write vague content by necessity.

Overclaiming here is the main risk to your own standing. A proposal that promises a channel shift and delivers a corrected directory listing will be remembered. One that promised a baseline and delivered a baseline plus some unexpected fixes will be renewed. website

This matters because the prompt set is built from it, and a prompt set written from segment language measures your positioning rather than your market. If your brief says mid market operations leaders, the prompts will use that phrase and no buyer ever will.

Say What You Will and Will Not Approve Publishing constraints kill more engagements than capability gaps. If every page needs legal review with a three week turnaround, say so, because it changes what is realistic and what should be prioritised.

Frame It as Insurance Where Appropriate For businesses whose category shows light assistant use, the honest framing is not growth. It is that the cost of entering rises as third party coverage fills in, and that a baseline taken now is what will let you attribute any future decline.

One final question is worth reserving for the end of the meeting. Ask what they think you should stop doing. An agency with a real diagnosis always has an answer, and an agency that only wants to add work to your existing spend usually does not. website

Ask specifically who checks factual accuracy before publication and what happens when the writer does not know the answer. A process that has no step for asking you is a process that will eventually publish something untrue about your business.

One more consideration is timing. The cost of entering this channel rises as categories fill up, in the same way that search did between 2005 and 2015. A category with two mediocre comparison articles is cheap to influence today and will not be in three years, once somebody has built the definitive resource and every assistant has settled on quoting it. website

The sources column is the one people skip and the one that generates the actual work. It tells you which third party pages your category's answers are built from, which is a target list you did not have to guess at. website

This is a working method you can run yourself in an afternoon, repeat monthly, and hand to an agency as a brief. It produces a record you can argue with, which is more than most reporting in this field manages. website

Accept What Cannot Be Measured Start here, because every credible measurement framework in this channel begins with a subtraction. You cannot count how often you were named. No provider publishes it, and no third party tool can do more than sample.

Then load your key pages with scripts disabled. Whatever remains is roughly what a retrieval system sees. If your product specifications, pricing or service areas vanish, that content needs to exist in the server rendered HTML.

Show the Cheap Failures First Before asking for a programme, ask for permission to check whether you are readable. Crawler access, rendering without JavaScript, listing accuracy on the sources your prompts cited.

Lead With Evidence Nobody Can Dismiss Do not open with market forecasts. Open by running three prompts in the meeting: the question your best customer would have asked before they found you, the comparison question naming your main competitor, and the question asking who your company is.

Define Success and Define Failure Most briefs specify what good looks like and never specify what would count as this not working. The second is more useful, because it is the one nobody wants to discuss in month eight.

One preparation step is worth the effort. Before the meeting, check whether anyone in the business has already noticed something relevant: a customer who mentioned an assistant, a support ticket citing wrong information, a salesperson who was asked about a competitor comparison they had not seen. Internal anecdote carries disproportionate weight because nobody can dismiss it as vendor material.