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.
Also decide up front who owns this. Measurement that belongs to everyone gets run inconsistently, the conditions drift, and the series becomes uncomparable within two quarters. One named person running a modest set reliably produces more usable information than a sophisticated programme with no owner.
One brief worth writing once and reusing is a factual sheet for anyone writing about you: canonical name, what you do in a sentence, who you serve, where you operate, when you were founded, who leads it, and three concrete figures you are happy to see quoted. Writers use what is easy to find, and supplying this removes the friction that otherwise produces a paragraph of adjectives.
Making Yourself Easy to Write About Journalists and analysts write from what they can find quickly. A press page carrying your canonical name, founding details, leadership with verifiable profiles, plain descriptions of what you do and concrete figures they can quote removes the friction that produces vague coverage.
The defensible version states the mechanism, cites the available evidence with its sample sizes, presents your own segmented data however thin, and is explicit that most of the channel's value is not measurable through referrals at all.
Ask ChatGPT, Perplexity or Gemini to recommend a supplier in your category and you will get a short list. Three names, maybe five. Your customers are already asking those questions, and the answer they receive does not come from a page of ten blue links they can scroll past. It comes as a recommendation, delivered with confidence, and most people act on it without checking a second source.
None of that is achieved by keyword density or by publishing more blog posts. It is closer to reputation work with a technical spine. The agency is trying to change what a model believes about your company, and models form beliefs from the whole web, not from your website alone.
This claim circulates constantly and it is usually presented with more confidence than the evidence supports. It is also probably directionally true, for reasons that are structural rather than mysterious.
Where It Overlaps With Classic SEO A good deal of the groundwork is shared. Crawlable pages, sensible internal linking, fast rendering, accurate structured data and a clean information architecture all help both a search crawler and an AI crawler. If your site fails those basics, an agency will fix them first, and you should be suspicious of anyone who skips straight to the exotic work.
The discipline is in how you report their output. Every one of them samples: their own prompt set, their own infrastructure, their own run frequency. Their number is an estimate from a particular vantage point, not a count of what happened.
Content quality also carries across. Pages written to answer a real question, with specifics and figures and a clear point of view, perform better in both channels. The overlap is real enough that a competent traditional SEO team can learn this work. The gap is in measurement and in the parts that have no search equivalent.
Record the conditions alongside the results: which assistant, which model version if visible, whether web access was on, the date and the run number. When a result changes sharply, the conditions log is usually what tells you whether the world changed or your setup did.
Press coverage spent two decades being valued in this industry mainly for the links it carried. That was always a reductive way to think about it, and it has now become an actively misleading one, because the mechanism that gives coverage its value here has nothing to do with links at all.
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.
The success measure should include whether the coverage contains a usable descriptive sentence, not only whether it appeared and whether it linked. And the briefing material should lead with specifics rather than with positioning language.
Coverage in a publication nobody cites is still worth having for reach and credibility. It is simply not visibility work, and counting it as such is how a public relations budget gets defended for years without moving anything measurable in this channel. geo seo agency
It also means the wording of the coverage matters in a way it previously did not. A sentence describing what you do, for whom, in what geography, is directly usable. A sentence that mentions your name in a list of attendees is not.