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.
That is an unglamorous conclusion and it has held through every disruption in this space so far. Fix your foundations, spread your discovery routes, and treat any plan that requires a single channel's rules to stay fixed as a bet rather than a strategy. generative engine optimization
Review the whole set annually rather than continuously. Markets shift, product lines change and language moves, but an instrument revised every month is not an instrument. It is a series of unrelated measurements that happen to share a spreadsheet. generative engine optimization
Expect the timeline to be uneven. Crawler access can change what an assistant sees within days, because retrieval happens at answer time. Identity consistency takes longer, since scattered mentions have to be re-crawled before they join up. Third party coverage is slowest of all and is the part you control least directly, which is exactly why it is worth starting on it before you need the result.
The change worth making is editorial direction. Stop commissioning new pages whose entire value is a fact a summary can state, and redirect that effort toward comparison, judgement, original data and anything requiring a transaction. Keep the existing pages, keep them current, and structure them to be quoted.
Include the Awkward Ones Two categories get left out for uncomfortable reasons and are among the most informative. First, prompts naming your competitors directly, which show whether you appear as an alternative to them.
The Broader Lesson Every stage of this has punished the same thing, which is dependence on a single channel whose terms you do not set. Featured snippets did it, each core update did it, and this is doing it again with more force.
Read alongside the first displacement, the picture is consistent: the top of the list is worth less than it was on the results page, and worth considerably less again in a channel that does not use lists.
One warning worth stating plainly: none of this means writing for machines. Content that reads as if it were assembled for extraction tends to get treated as low quality by both readers and systems. The goal is writing that a person would find unusually clear and direct, which happens to be exactly what a model can quote. generative engine optimization
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.
It held because the results page was a list of destinations and nothing else. Reaching the top of that list meant being the first destination offered. As the page filled with features that answer in place, being first in the list stopped meaning being first on the screen, and it now sometimes means being below the answer.
Extraction does not follow along. It takes the passage that answers the question, and a paragraph that spends four sentences setting up its point contains nothing extractable until the fifth. Put the answer in the first sentence and use the rest to qualify it.
Also check the assumption underneath your own targets. Many teams still carry ranking goals inherited from a period when position and traffic moved together. A target expressed as positions gained is now measuring something that no longer reliably converts into visits, and leaving it in place quietly directs effort toward the metric rather than the outcome.
What to Spend Where If the budget is small, buy the audit and do the listings work yourself. Correcting your presence on the sources that already get cited is the highest return activity available and it requires attention rather than expertise.
Then segment by query type. If the decline concentrates in informational and definitional queries while transactional and comparison queries hold, the cause is almost certainly something above you answering the question. If the decline is even across every query type, look elsewhere, because that is a different problem.
The risk is scope drift into activity that is easy to report and hard to value. The protection is to have the retainer specify countable units: prompt set runs per month, listings audited, corrections submitted, pages published or rewritten, outreach attempts made.
A prompt set built from internal vocabulary measures how visible you are to people who already talk like you, which is a group that mostly consists of your own staff. It reliably produces flattering results and no useful information.
Which to Fix First Work in that order, because the sequence is roughly cheapest to most expensive and each step is wasted without the one before it. There is no value in earning press coverage if the crawler cannot reach the page it points at.