Mine the demand
Every keyword, question and AI prompt your audience uses, gathered across Google, ChatGPT and Perplexity, not just one tool.
Keyword & Topic Research
Guesswork is expensive. Our keyword and topic research maps what your audience actually searches and asks, across Google and AI engines, then turns it into an intent-led plan of topic clusters. So every brief is backed by demand, not a hunch.
Grab the snowball. Give it a spin, and watch it grow as you scroll. Just like your topic map.
The short answer
Keyword and topic research is the practice of finding the exact words, questions and topics your audience uses, working out the intent behind each one, and mapping them into topic clusters. It is the intent map that tells you what to create, in what order, and why it will earn attention.
In 2026 it is about intent, not raw volume. With well over half of searches ending without a click, and AI answers favouring question-led queries, topical depth now beats chasing big numbers. Content grouped into topic clusters earns around 30% more organic traffic and holds its rankings far longer than one-off pages.
It sits inside our first pillar, capture the signal, and feeds everything downstream: the briefs behind our SEO, the answer-first content behind our AI search work, and the targeting behind our campaigns. See the full Data, SEO & AI Search pillar.
The method
Six connected stages that turn raw search demand into a prioritised plan. We never brief a single piece of content until the data says it will move.
Every keyword, question and AI prompt your audience uses, gathered across Google, ChatGPT and Perplexity, not just one tool.
We classify each query by what the searcher actually wants, so we chase the right outcome, not just the biggest number.
Keywords grouped into pillars and supporting topics, the structure that builds topical authority and holds rankings.
Where rivals rank and you do not, plus the semantic gaps in your coverage, so we target the fastest openings.
Every topic scored on winnability, value and intent, so the plan starts with what will move the needle soonest.
Each topic becomes a clear brief, then we track what ranks and refresh the map as demand shifts.
The scope
Everything needed to turn search demand into a content plan you can act on, from first keyword to finished brief.
The full universe of terms your audience uses, with volume, difficulty and value attached.
Every query classified by intent, so each piece is built for what the searcher actually wants.
Pillars and supporting topics structured to build topical authority and hold rankings.
The real questions and prompts people ask, the queries most likely to trigger AI answers.
The terms your rivals rank for and you do not, ranked by how quickly you could take them.
What is actually ranking for each term, so the brief matches what the result page rewards.
Ready-to-write briefs with target terms, intent, structure and the questions to answer.
Seasonality and trend signals so you publish before demand peaks, not after.
We track what ranks and update the map as search behaviour shifts, so it never goes stale.
The shift
Chasing big search numbers is how budgets get wasted on content nobody acts on. The terms that move are the ones with clear intent and a realistic path to ranking.
More than half of searches now end without a click, and AI answers lean heavily on question-led queries like "what is the best X for Y". That is why we research intent first, then group everything into topic clusters, the structure Google rewards with around 30% more traffic and rankings that last 2.5 times longer.
The result is a plan where every brief earns its place, because the data already said it would.
The proof
Our recent research data suggests what mapping real search intent can unlock, and because topical authority compounds, the gains tend to grow the longer we run.
Topic clusters built from the intent map pull in more qualified search traffic than scattered posts.
Intent-matched briefs rank for the cluster of terms buyers use, not just a single phrase.
Because each topic is chosen on evidence, the content we brief reliably reaches the page it was built for.
Recent programmes
A snapshot of recent client research programmes, and how they have rewarded the brands behind them.
An intent map turned two scattered blogs into clusters that now rank across the whole buying question.
Briefs built on real intent multiplied the keywords their category pages rank for.
Question-led research shaped content that now gets quoted when people ask AI about the category.
Why Snowball
We are a data-first agency. Keyword and topic research is not a spreadsheet we hand over; it is the brief that powers our SEO, AI search and content, so nothing gets made on a hunch.
We chase the terms that convert and can realistically rank, not the biggest numbers on a chart.
Everything is mapped into topic clusters, the structure that builds authority and holds rankings.
We research the questions and prompts that win in classic search and in AI answers alike.
You get clear, ready-to-write briefs, not a raw keyword dump, so content gets made faster.
Research, content and analytics from one team, so the plan and the performance stay joined up.
The signal
Research is part of our first pillar, capture the signal. The intent map it produces feeds every other thing we make, so momentum compounds.
Every brief starts from real demand and intent, so writers create things people actually search for.
Clusters and gaps tell us exactly which pages to build and improve, so SEO effort is never guesswork.
The questions people ask shape the answer-first content that earns citations in AI search.
Start here
Get a free research audit and we will show you the highest-value topics you are missing, the intent behind them, and the fastest clusters to start building.
Get your free research auditGood questions
It is the practice of finding the words, questions and topics your audience uses, working out the intent behind each, and mapping them into topic clusters. The output is an intent map that tells you what to create, in what order, and why it will earn attention.
Search intent is what a person actually wants when they type a query: to learn, to compare, to buy, or to do something. Matching intent matters more than ever because most searches end without a click, so the pages that win are the ones that answer the real need behind the words.
A topic cluster is a pillar page on a core subject, supported by linked articles covering every related question. A topical map is the plan of those clusters. It is how you build authority on a subject, and clustered content earns around 30% more traffic and holds rankings far longer than standalone posts.
Yes. We research the questions and prompts people use in ChatGPT, Perplexity and Google AI Overviews, not just classic keywords, because question-led queries are exactly what AI answers tend to pull from. It pairs with our generative engine optimisation work.
It is one input, not the goal. A high-volume term you cannot rank for, or that brings the wrong audience, is worthless. We weigh volume against intent, value and how winnable a term is, then prioritise the topics that will actually move the business.
A prioritised topic map and ready-to-write content briefs: target terms, intent, suggested structure, the questions to answer, and internal links. Everything a writer or our content team needs to create something that ranks and converts.
An initial research and topic-map project is scoped one-off, and ongoing briefs and refreshes run within a content retainer. We recommend a level after a free research audit, so you only invest in what will move. Start a project for a tailored figure.
By whether the content the map produces ranks, gets cited and converts: page-one keywords gained, AI citations earned, and the traffic and leads that follow. We track it and refresh the map as demand shifts.