An Honest Look At AI SEO Agency Pricing Models
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.
Citation happens at the level of a passage, not a page. A model attaches a source to a specific claim it lifted, which means the real unit of work is a paragraph that stays true and useful once it has been removed from everything around it.
The Referral Growth Figure Is Weaker A widely shared statistic reporting several hundred percent growth in assistant referrals is worth handling more carefully still. Traced back, it rests on a sample of nineteen analytics properties.
88 Pianists documents an engineering outreach project in which eighty eight pianists played a single piano at once, a collaboration between universities and schools. It is small, single topic, and carries a name that begins with a number.
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.
Why Local Is More Exposed The classic local query is a recommendation request with a geographic constraint, and that maps directly onto what a generated answer does well. Somebody asking who to call for a specific job in a specific town receives two or three names rather than a map and a list to work through.
Legacy Content Is an Asset and a Liability An older site carries accumulated mentions, which is genuine value that a new domain does not have. It also carries accumulated inconsistency: superseded pages, old contact details and descriptions that no longer match what the organisation does.
How to Use This Honestly in a Business Case Do not build a return calculation on a borrowed conversion rate. Applying somebody else's percentage to an estimated mention volume produces a confident looking number resting on two guesses, and it will not survive the first person who asks where the inputs came from.
Two caveats belong next to that number every time it is used. Opollo sells ai seo services in this space, so it is vendor research and interested. And business to business brands are not representative of retail, local services or consumer products.
The shortlist is shorter than a conventional local results page, which raises the stakes on being included. Being fourth on a map still gets calls. Being fourth in a recommendation that names three businesses gets none.
One overlooked cost is your own time. Every engagement in this field needs somebody inside the business to confirm figures, approve crawler changes and answer factual questions, and a plan that assumes this is free will stall. Budget a few hours a month explicitly and name the person, because the alternative is an agency waiting on answers and billing for a month in which little shipped.
Write these plainly and prominently. A page that says we serve the wider area and offer competitive pricing contains nothing a model can use. A page that says we cover a fifteen mile radius, charge a fixed call out fee, and can usually attend within four hours can be quoted directly into an answer.
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.
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.
A Numeric Name Is an Entity Problem Names beginning with digits behave differently across the web than names beginning with letters. They get written several ways, they sort strangely in directories, and they collide with unrelated numeric strings in ways that letter based names do not.
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.
The better approach is to keep them, correct the facts, date them honestly, and make clear how they relate to the present. A page that says plainly what it documents and when is more useful than one quietly rewritten to look current.
Payment tied to a proprietary visibility score is worse, because the vendor controls the number and the methodology behind it. There is no independent scoreboard in this channel, which is precisely why performance pricing that works elsewhere does not work here.
Include Something Worth Attributing A citation needs something to point at. Passages that contain only sentiment give a model nothing, which is why brand pages full of adjectives are passed over in favour of a competitor's specification table.