Two consequences follow immediately. Your page has to be findable by the underlying search step, and once fetched it has to contain a passage worth lifting. Failing either one keeps you out, and most brands fail the second.
Search marketing has a long history of reporting numbers that rise while the business does not. Impressions, rankings for terms nobody buys on, traffic to pages with no commercial intent. The new channel has arrived with its own version of this, and the version is worse, because there is no independent console to check the claims against.
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. ai seo company
Assume the pitch is good. Everyone's pitch is good, and the vocabulary in this field is easy enough that a competent salesperson can hold a convincing conversation without anyone behind them who can do the work.
Refusals matter. A report that only contains successes is either describing a suspiciously easy month or omitting the parts that did not work, and the omitted parts are usually where the useful information is.
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.
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.
Those pages are your priority. Being listed accurately on the five pages assistants already quote is worth more than publishing twenty new articles nobody retrieves. Check each one for whether you appear, whether the details are correct, and whether the platform allows corrections.
What Honest Reporting Contains The prompt set, versioned and unchanged since last month. The raw answers, kept in full rather than summarised. Which competitors were named. Which sources were cited. What work was done. What moved, and the specific claim about which work caused it.
Ask for a Small, Bounded Commitment Do not ask for a year. Ask for one quarter with a defined scope: run the baseline, fix access problems, correct the listings on the sources that appeared, publish two pages that answer the questions your baseline showed were answered badly.
None of these are traffic numbers, which is the uncomfortable part. Much of the value in this channel arrives without a click and shows up weeks later as somebody who already knew what you did before they contacted you.
The difficulty with this proposal is that it asks for money before the problem is visible in any report the business already trusts. That is a genuinely hard sell, and overselling it is the fastest way to lose credibility when the numbers stay small for two quarters.
Absence is not disqualifying on its own, since their category is crowded and they may serve a niche. But they should have an interesting answer, and the answer should not be defensive. A practitioner who has run this test on themselves will have thought about it and will tell you what they found.
Anything a client cannot argue with is not a report. If you cannot open the document, disagree with a conclusion and point at the evidence that contradicts it, you have been sent a reassurance rather than an analysis.
It is also worth asking for the report a day before the meeting rather than seeing it in the room. A document presented live is experienced as a narrative and approved on the strength of the delivery. The same document read beforehand is experienced as evidence, and the questions that occur to you reading it alone are usually the ones worth asking.
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.
Work Completed, in Countable Units Listings claimed, with names. Errors corrected, with the source and what was wrong. Pages published or rewritten, with URLs. Technical changes made, with dates. Outreach attempted and its outcome, including refusals.
Where Third Party Coverage Fits Even after all of the above, most citations in a commercial category will point somewhere other than your site. That is not a failure of your optimisation, it is how the system weighs self interested sources.
What It Is Doing Under the Hood Simplified, the sequence runs like this. Your question is rewritten into one or more search queries. Results come back. A subset of pages is fetched and read. The model composes an answer from what it read and attaches citations to the specific claims it lifted.