One thing to establish in week one is where everything lives. The prompt set, the baseline archive, the raw answers and the correction log should sit somewhere you control from the beginning rather than in the geo seo agency's systems. Retrieving them later is a negotiation. Having them from the start is an administrative decision nobody objects to at the outset.
The condition is that the output has to be yours to keep and act on elsewhere, including the prompt set. An audit that only makes sense inside that agency's retainer is a sales document with a price attached.
Two implications follow regardless of which system you are studying. Being findable by the underlying search step is necessary, and being worth quoting once fetched is what decides whether you are used. Almost everything actionable sits in those two requirements.
The honest framing first: nobody outside these organisations knows the selection logic, and the systems change without announcement. What follows is drawn from observable behaviour, visible citations and published research, which supports useful generalisations and does not support precision.
Use the first quarter to learn how they handle bad news, because there will be some. A rendering problem nobody anticipated, a correction request refused, a rewritten page that earns nothing. How those get reported in month two predicts how a flat quarter will be reported in month eight, and it is far easier to change supplier at ninety days than at a year.
Starting With Content The most common and the most expensive. A brand decides to take this seriously and commissions twenty articles, without knowing which questions matter, which assistants answer them badly, or which sources those answers are built from.
The pattern is consistent across most categories. Review platforms, industry publications, documentation, forum threads and comparison articles appear far more often than brand websites. When a brand site is cited it is usually a specification page, a pricing page or a technical document rather than a homepage or a landing page.
It is also worth checking which assistant your customers actually use rather than assuming. The answer varies by profession, age and country far more than industry commentary suggests, and several businesses have built measurement programmes around a system their buyers never open. Adding one question to your enquiry form settles it in a fortnight and can redirect the whole effort.
Making Any Model Safe Four clauses do most of the protective work regardless of structure. The prompt set and baseline archive belong to you and leave with you. Raw answers ship with every report. Scope is stated in countable units. And there is a defined review point with agreed criteria before the contract auto renews.
In most categories the pages that generate answers are review platforms, directories, forum threads, comparison articles and trade publications. Being absent or wrong on those explains far more absences than anything on a brand's own site, and correcting a listing costs an afternoon.
Ahrefs measured the overlap in July 2025 across 15,000 long-tail prompts and four assistants, finding roughly 80 percent of cited pages did not rank for the original query at all. Ranking gets a page considered. It does not reserve a seat.
It also appears more conservative in commercial categories, hedging or declining to make a direct recommendation more often than the others. Where it does recommend, established entity signals seem to matter, which favours brands with consistent details and long records over newer entrants.
Month Two: Corrections and the First Rewrites The work should now be concentrated on the recurring sources from the baseline. Expect a list of listings claimed, details corrected and errors submitted, with names and dates attached.
You will find your own category's pattern, which frequently contradicts the general one. Some industries are dominated by a single trade directory. Others are dominated by one forum. That specific finding is worth more than any general description of how these systems behave.
Weeks One and Two: The Baseline You should receive a prompt set for review, built from your sales notes, support tickets and search queries rather than from your website copy. Read it and check that it sounds like your customers.
Resolve Confusion With a Similar Name This is a specific and common problem, particularly for short, generic or numeric brand names. The remedy is to increase the distinguishing detail in every mention you control.
Where you do name people, make the association reciprocal. Your site names the profile, the profile links back, and ideally some independent source associates the two without either of you arranging it.
Weeks Three and Four: The Access Findings A technical report covering crawler permissions, what the relevant agents actually receive from your server, whether bot management is interfering, and what survives on your key pages with JavaScript disabled.