Search intent

The classification predates SEO. It comes from information retrieval research, and Andrei Broder taxonomy of web search from 2002 is the usual citation. The categories have held up unusually well for a twenty year old framework, which is a sign they were describing something real about how people search rather than a model of a particular engine.

The reason it matters commercially is narrow and concrete: intent determines the format of the page that can win, and format is decided before a word is written. A page built for the wrong intent does not rank badly, it does not compete at all.

The reliable method is not to decide the intent of a query from the words in it. It is to search the query and look at what is already ranking, because that is the search engine publishing its own conclusion about what searchers wanted.

If the first page is entirely guides and listicles, the intent has been judged informational and a product page will not displace them. If it is entirely product and category pages, the opposite holds. Arguing with that is arguing with the referee, and it is a common way for a content plan to produce a quarter of work that never had a chance.

Read the format as well as the type. If every result is a long comparison with a table, a short post will struggle even with the right intent. If every result is a tool, the winning page is a tool. The results page tells you what shape of answer has been rewarded, and matching that shape is most of the work.

This also gives an honest way to price and scope. A term whose page is dominated by national publishers and Wikipedia is a different proposition from one where the top results are ordinary business sites, and the difference is visible in two minutes rather than after two months.

Intent is not a property of a query fixed at birth. A term that returned explainers two years ago may return product pages now, because the market matured and what people wanted when they typed it changed with it.

When that happens the page that used to rank does not get penalised. It simply stops matching what the engine now believes the query means, and the traffic decays over weeks with no error to find and nothing in Search Console to flag it.

This is one of the more common causes of a client asking why a page that used to perform no longer does, and it is frequently misdiagnosed as an algorithm update. Searching the term and looking at what now ranks distinguishes the two immediately: if the page types changed, it was drift.

Treating it as maintenance rather than analysis is the practical answer. Re-checking the results for the terms that matter, once or twice a year, catches drift while there is still something to do about it.

Plenty of queries are genuinely ambiguous, and the results page shows it. A mix of guides, product pages and comparison posts on page one means the engine is hedging across several plausible intents rather than having picked one.

The wrong response is to write one page that tries to serve all of them, which is the usual instinct and produces a page that satisfies nobody. A guide with a pricing table wedged in the middle reads as neither, and the engine has no reason to prefer it to a page that committed.

The better response is to pick the intent you can actually win and build for it properly, then serve the others on their own pages and link between them. Which one to pick is a commercial question rather than a search one: the informational version may have more volume while the comparison version is what converts.

Where a market is genuinely split, the split in the results is also the opportunity. If eight results are guides and two are product pages, the second category is where the competition is thinnest, and the traffic there is usually closer to the money.