AI Discovery and Machine-Readable Content
AI systems fetch your JSON before they read your prose. That is measurable today, in your own server logs, and almost nobody is looking.
Each of these takes one value factor and works through what it means, how it is measured, and where the usual version of the advice falls apart.
AI systems fetch your JSON before they read your prose. That is measurable today, in your own server logs, and almost nobody is looking.
Authority is not a score a tool gives you. It is whether systems and people treat your property as a source, and it is built through consistency, specificity, and time.
Two properties with identical traffic can be worth ten times different amounts, and the whole difference is in the queries. Intent is the most useful thing you can read in a search report.
Most content depreciates from the day it is published. A small part of it does the opposite, and the difference is whether it is a document or a structure.
Most websites depreciate. The ones that appreciate do it through compounding association, and the mechanism is slower and less exciting than anyone wants it to be.
A lead has no value until somebody proves what it closes at. Until then a lead count is a vanity metric with a business card.
Monetization potential is not a plan to monetize later. It is whether a route exists between the attention a property has and money somebody is already spending.
Search visibility is an asset when it keeps producing without new spending. The test is whether it survives you stopping, and most reporting is built to hide the answer.
Traffic volume is the most quoted number in this industry and the least informative. Here is what to measure instead, and how to tell rented traffic from earned traffic.
Digital properties are usually priced on a multiple of monthly profit. That single sentence hides every interesting question, starting with why two sites at the same profit sell at different multiples.
Three things: what it can attract, what it can hold, and what it can convert. Every metric you have ever been shown is a proxy for one of those.