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.
A Claim About Causation, Stated as a Claim The most valuable paragraph in the report is the one that says what moved and why the agency believes their work caused it, phrased as a judgement rather than a fact.
Ask one final question before signing: what would you tell me if this is not working after six months? The answer reveals whether they have thought about failure, and an agency that has not thought about failure will not recognise it. llm seo
Why Independent Sources Carry More Weight A company describing itself is a weak signal, and any system that weighted self description highly would be trivially easy to manipulate. Independent agreement is harder to fabricate and therefore more informative.
A simple system beats a campaign. Ask every satisfied customer, at the point where they have just been satisfied rather than a month later. Make it one click. Respond to everything, briefly and without defensiveness.
The hardest thing to accept about this channel is that most of the work sits on pages you cannot edit. Marketing teams are organised around owned properties, and the citations that produce recommendations mostly point somewhere else.
The fix is straightforward if slightly humbling. Pull the language from sales call notes, support tickets and the search queries in Search Console, then have somebody outside marketing read the prompt set and flag anything that sounds like a brochure.
Performance and Score Based Models Both sound aligned and both create problems. Payment tied to mentions creates pressure to shape the prompt set toward questions you already win, which is measurable improvement that means nothing.
What Padding Looks Like Screenshots of favourable answers with no indication of how many runs produced them. Industry news summaries that could have been written without opening your account. A rising score with no methodology. Traffic charts from unrelated channels included to fill space.
There is a sequencing question worth settling early. Teams usually try to build all of these skills at once and end up with a shallow version of each. The order that works is measurement first, since it is cheap and it directs everything else, then writing, since every page published afterwards benefits, then the technical and outreach work which can be bought in the meantime.
Long sections on activity that produced nothing, described in the language of effort rather than outcome. And the most reliable indicator, a report you cannot disagree with, because it contains no specific claim to test.
Be wary of proposals where the largest line is content production. It is the easiest work to scale, the easiest to bill and the least likely to be the constraint, particularly before a baseline exists. A proposal weighted toward diagnosis, technical fixes and third party corrections is usually cheaper and almost always sequenced better.
Finally, pay attention to how they talk about their existing clients. Somebody who describes a client's category accurately, names the specific constraint that made the work difficult, and mentions something that did not work has actually done the job. Somebody who describes every engagement as a success in identical language has either been unusually lucky or is describing a template.
A retainer describing ongoing optimisation and strategic guidance with no countable deliverable is a subscription to a relationship. It may still be worth having, and you should know that is what you bought.
Statistical Caution This field circulates numbers faster than it checks them. A widely repeated referral growth statistic rested on nineteen analytics properties. A frequently quoted conversion comparison came from a company selling the service it flattered.
Ask for one change and see what happens: request the raw answers and the run counts. An agency doing the work sends them the same day, since they already exist. One that does not will explain why the format makes that difficult. llm seo
This is closer to public relations than to marketing operations, and it is the skill most teams are furthest from. It is also the one least suited to being learned quickly, which makes it the strongest argument for outside help.
Pricing in this field is unusually opaque, partly because the work is new and partly because the absence of an independent scoreboard makes it hard for a buyer to tell whether they are getting value. That combination invites vague scoping.
Look at What They Do About Third Party Sources This is where the real work lives and where weak proposals are thinnest. Ask specifically what they will do about the review platforms, directories, forums and comparison articles that assistants actually cite in your category.