Why AI Referral Traffic Converts Better Than Search

That sequence typically takes a few weeks per source, and the effect on answers follows once enough of the recurring sources agree with each other. This is the phase where identity work begins to pay, and it is slower than people expect because it depends on other people's publishing schedules.

Write between fifty and two hundred prompts covering five types: the category question, the problem question, the comparison question, the question that names a competitor, and the question that names you directly. The last one matters because it reveals what an assistant believes about you specifically, which is often more alarming than being absent.

If you will not name competitors, say that too, and understand it removes the highest performing content format from the plan. Better to have that argument in the brief than to have a comparison page written and then killed.

You can do this yourself in about half an hour, with no subscriptions and no technical knowledge. It will not be as thorough as a full engagement, and it is more than enough to establish whether you have a problem and roughly what kind.

Search traffic includes everybody at every stage, including a large volume of people gathering background information with no intention of buying anything. Assistant referrals skip most of that, because the informational portion was satisfied before the click.

Present but described wrongly means a source problem, and the source list tells you which page to correct. Present and accurate on definitional prompts but absent on the who should I hire prompts means your category presence is fine and your commercial positioning is not corroborated anywhere independent.

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.

Read the Source List Before the Prose Where citations are shown, list every domain and count how often each appears. This is the single most useful output of the whole exercise, and most people skip it because the prose is more interesting.

Run the Baseline Properly Run each prompt in a signed out session, or in a fresh session with memory and personalisation disabled. Your own browsing history and past conversations will otherwise skew results toward showing you what you already know.

The monthly report is where an engagement is either accountable or theatrical, and the difference is visible from the first page. A useful report can be argued with. A padded one cannot, because there is nothing in it specific enough to disagree about.

One further caution applies to how this gets used in a pitch. An agency quoting a conversion multiple without its sample size is either unaware of the provenance or hoping you are, and both are informative. Asking where a number came from is a reasonable question that costs nothing, and the quality of the answer tells you a good deal about how your own reporting will be handled.

One test separates a report written to inform from one written to reassure. Read it and try to write down a question it does not answer. In a good report you will find several, because it contains enough specifics to make new questions obvious. In a padded one you will struggle, not because everything is covered but because there is nothing specific enough to interrogate.

You are unlikely to read all of it, and its presence changes the incentives entirely. An agency that knows the raw evidence ships with the report writes a different summary than one that knows it will not be checked.

Those recurring domains are the pages your category's answers are being built from. Visit each one, look for yourself, and note whether you are absent, listed with stale details, or filed under the wrong category. That list is your task list, and you did not have to guess at it.

Set those checkpoints at the start. An engagement without agreed intermediate measures gets judged entirely on the final one, which arrives too late to act on and encourages everyone involved to keep reporting motion instead of progress. llm seo

Nineteen properties can show a real trend and cannot support a confident statement about the market. When that number is repeated without its sample size, as it usually is, it stops being evidence and becomes a slogan.

Set a Cadence and Stick to It Monthly is enough for most categories. Run the same prompts, the same number of times, and keep every answer. The value compounds because you can look back and see when a competitor entered the shortlist and which source appeared alongside them.

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.

Run each prompt at least three times. Assistants vary their answers between runs, and a single result is a sample rather than a finding. Record the full text of each answer and every source cited, not a summary.