Semantic Content Writing

Every brief names one macro context and the micro contexts that support it. The macro context is the page’s main topic and purpose, signalled by its title, H1 and opening lines. The micro contexts are the narrower sub-topics each section handles in support of that purpose. For a page on kratom capsules, the macro context is choosing and buying capsules. Micro contexts include leaf weight per capsule, gelatine versus plant-based shells and how capsule batches are lab tested. Naming both keeps the writer from drifting into a general kratom guide halfway down the page.

Contextual hierarchy is the order and weighting of a page’s headings, which tells readers and search engines what matters most. The brief sets it: the main question first, then the sub-questions in the order a reader would ask them, with H2s for distinct sub-topics and H3s for detail inside them. Each heading should also move the page’s contextual vector, the direction its meaning travels, one step further. A law firm’s page on contesting a will should run from who is allowed to contest, to the grounds courts accept, to time limits, to likely costs, without doubling back.

Knowledge graphs store facts as an entity, an attribute and a value. Entity–attribute–value (EAV) coverage means the brief lists the facts a page must state, with exact values instead of adjectives. A CBD product page shouldn’t call an oil “potent”. It should state that the 30 ml bottle contains 1,000 mg of CBD, which works out at roughly 33 mg per ml, and give the THC content from the lab report. Consistent values also support knowledge-based trust, the way search engines judge a source by whether its facts agree with what they already hold, and with each other.

Information gain is what a page adds that the pages already ranking don’t. Google holds a patent describing how documents can be scored on the new information they offer a reader who has already seen other results, and in practice it is what separates a page worth ranking from one that repeats the results above it. Every brief names the angle before writing starts. For a jeweller, it might be side-by-side photos of natural and lab-grown stones under the shop’s own lighting. For a storage operator, it might be the manager’s notes on which unit sizes sell out first in the summer moving season. The angle comes from your business, which is why I ask for it rather than invent it.

Each section opens by answering its heading in one or two sentences, then adds detail. This matters because of passage ranking: search engines can rank a single section of a page for a specific query, so every section has to work on its own. Under the heading “Do movers charge by the hour or by weight?”, the first line should say that local moves are usually priced by the hour, while long-distance moves are usually priced by weight and distance. The explanation follows. Written this way, a passage can also be lifted cleanly into an AI answer, which is the focus of AI search optimisation.

The brief lists the links each page must carry and the wording of their anchors. A link belongs in the sentence where the related idea comes up, with anchor text that describes the target page. The brief also names which existing pages should link to the new one once it is live. Writers shouldn’t have to guess the link structure; it is planned across the whole site as part of internal linking.