
A keyword research example is a step-by-step demonstration of how one business goes from a blank page to a ranked, prioritised keyword list. Below, we research a single niche end to end: seed keywords, expansion, intent, volume, difficulty, clustering, page mapping, and priority. Copy the table at the end as your own template.
Keyword research is not a single search. It is a short pipeline you run every time. Here is the full sequence we will follow in the worked example below.
This matters because most content never gets seen. Ahrefs found that roughly 96% of pages get zero organic search traffic from Google, across a sample of around one billion pages. Skipping research is the fastest way to join that 96%.
For this keyword research example we will use BrewHaus, a fictional Singapore brand selling cold-brew coffee on a monthly subscription. It sells single-origin beans, ready-to-drink bottles, and gift boxes. The numbers in this example are illustrative figures used to teach the method, not real measured data.
Why this niche? It has a clear product, obvious buyer intent, and a mix of local and informational searches. That spread lets us show every intent type in one walkthrough.
Seeds are the root terms a customer would use to describe the product. Write them before you open any tool. For BrewHaus, the seeds are:
Notice the spread. Some seeds are clearly commercial ("subscription," "delivery"), and one is informational ("how to make"). Good seed lists include both buying terms and the questions buyers ask before they buy.
Now we widen each seed into dozens of real phrases. Three sources do most of the work:
Expanding "cold brew subscription" alone gives us phrases like best cold brew subscription, cold brew coffee delivery, monthly coffee subscription Singapore, and cold brew gift box. We repeat this for every seed and collect everything in one sheet. This is also where the difference between short-tail and long-tail keywords starts to show: short seeds are broad and hard, while the longer phrases are specific and far easier to win.
Where the real phrases come from. Tools matter, but the richest expansion sources are free and show you exactly how people search. Here is where we mine for BrewHaus:
| Expansion source | What it surfaces | Cost |
|---|---|---|
| Google autocomplete | Live, mid-query phrasing as people type | Free |
| "People also ask" | The exact questions buyers ask before buying | Free |
| "Related searches" block | Adjacent topics and synonyms at page bottom | Free |
| Reddit & niche forums | Real customer language and pain points | Free |
| Google Search Console | Queries you already rank for (positions 8 to 20) | Free |
| Competitor gap analysis | Terms rivals rank for and you do not | Tool |
| Keyword tool (Ahrefs, Planner) | Volume, difficulty, and related-term ideas at scale | Freemium / Subscription |
Two of these deserve emphasis. Google Search Console is the most underused source: it shows the queries your site already appears for on pages two and three, which are often the fastest wins. And competitor gap analysis reveals demand you would never have guessed. Ahrefs' own guidance notes that a single top-ranking page typically also ranks for around a thousand related keywords, so studying one strong competitor URL can hand you dozens of phrases in minutes.
After expansion we have roughly 60 raw phrases. The next three steps turn that pile into a plan.
Intent is the single most important column. It tells you what the searcher wants and therefore what page should answer them. We use four tags:
This step matters because organic search is where buyers start. BrightEdge reports that organic search drives roughly 53% of all website traffic, so matching intent here decides whether that traffic converts or bounces.
For each term we add two numbers: a rough monthly search volume band and a difficulty estimate. You do not need exact figures. Bands are enough to make decisions, and our guide on how to find keyword search volume walks through the tools. We use three bands:
For difficulty we use Low, Medium, or High based on how strong the ranking pages already are. The sweet spot for a young site is medium-to-high volume paired with low-to-medium difficulty. Chasing a High difficulty head term on a new domain usually wastes months, since the top organic result alone earns around 27 to 28% of clicks according to Backlinko and Advanced Web Ranking. If you cannot realistically reach the top few spots, the volume on paper never reaches your site.
Read the metrics correctly. Volume and difficulty are the headline numbers, but four metrics together tell the real story. Here is what each one means and the trap to avoid with it.
| Metric | What it tells you | The common trap |
|---|---|---|
| Search volume | Average monthly searches for the exact phrase | It counts searches, not buyers; a term can be high-volume but never convert |
| Keyword difficulty | How strong the current top-10 pages are (a proxy for links needed) | Scores differ between tools, so never compare Ahrefs KD to Semrush KD |
| Traffic potential | Total traffic the top page earns across all the keywords it ranks for | A "low-volume" term can carry huge traffic potential once you rank |
| Business value | How close the searcher is to buying from you (rate each term 1 to 3) | High volume with zero business value is a vanity target |
Ahrefs popularised traffic potential for a reason: because a single page ranks for roughly a thousand related terms on average, the headline volume of your target keyword understates what the page can actually earn. Score business value alongside it so you never ship a popular page that no customer cares about.
A cluster is a group of keywords that share one intent and can be answered by one page. Search engines now reward topical depth, so we stop targeting single keywords and start targeting topics.
For BrewHaus, the 60 phrases collapse into five clusters:
Each cluster becomes one focused page, not five thin ones.
Here is the payoff: the finished keyword research example table. Each row is a primary keyword, tagged, scored, clustered, and assigned to a real page. Volume and difficulty here are illustrative example values to show the method.
| Keyword | Intent | Volume band | Difficulty | Target page |
|---|---|---|---|---|
| cold brew subscription | Transactional | Medium | Medium | /cold-brew-subscription (product) |
| cold brew delivery Singapore | Transactional | Medium | Low | /cold-brew-subscription (product) |
| best cold brew subscription | Commercial | Medium | Medium | /blog/best-cold-brew-subscriptions |
| coffee gift subscription Singapore | Commercial | Low | Low | /gift-boxes |
| cold brew gift box | Transactional | Low | Low | /gift-boxes |
| how to make cold brew | Informational | High | Medium | /blog/how-to-make-cold-brew |
| cold brew ratio | Informational | Medium | Low | /blog/how-to-make-cold-brew |
| what is cold brew | Informational | Medium | Low | /blog/cold-brew-vs-iced-coffee |
| cold brew vs iced coffee | Informational | High | Medium | /blog/cold-brew-vs-iced-coffee |
| is cold brew stronger | Informational | Low | Low | /blog/cold-brew-vs-iced-coffee |
Now prioritise. Rank rows by business value first, then by the gap between volume and difficulty:
This order means BrewHaus ships the pages most likely to drive revenue before the slow-burn educational content.
A keyword table is only useful once it becomes pages. Three moves turn the plan into rankings.
This is the same approach behind our SEO content optimization service, where research and on-page work are one connected process. When BrewHaus-style research is paired with disciplined publishing, the compounding is real: one Rankite client, Swordfish AI, grew revenue by 400% from organic search by mapping clusters to pages and shipping them in priority order. For more on turning a list into rankings, see our guide on how to rank on Google.
You can run this entire example with free tools, then add a paid one when you need volume and difficulty at scale. Pricing changes often, so treat the labels below as tiers rather than exact figures.
| Tool | Best for | Pricing tier |
|---|---|---|
| Google Keyword Planner | Free volume ranges; built for ads, so difficulty is missing | Free |
| Google Search Console | Keywords you already rank for and quick-win opportunities | Free |
| Google autocomplete / PAA | Real phrasing and buyer questions straight from the SERP | Free |
| Ahrefs | Volume, difficulty, traffic potential, clustering, competitor gap | Subscription |
| Semrush | Large keyword database, intent filters, gap analysis | Subscription |
| Mangools / KWFinder | Beginner-friendly difficulty and long-tail discovery | Freemium |
For BrewHaus we would do the seeds, expansion, and intent tagging with the free Google tools, then use one paid tool only to confirm volume bands and difficulty before clustering.
A few widely repeated ideas waste effort or actively hurt rankings. Correct these before you start.
Even a clean process fails if you trip on these.
What is a keyword research example? It is a worked demonstration that follows one business from seed keywords through expansion, intent tagging, scoring, clustering, and page mapping, ending in a prioritised table. The example above uses a cold-brew coffee subscription so every step is concrete rather than theoretical.
How many keywords should a keyword research example include? Start with five to ten seed terms, expand to 40 to 80 phrases, then collapse those into four to eight clusters. The cold-brew example moved from five seeds to about sixty phrases to five clusters and ten primary keywords.
Should I prioritise high-volume or low-difficulty keywords? For a younger site, prioritise low-to-medium difficulty terms that match buyer intent, even at lower volume. The top organic result earns roughly 27 to 28% of clicks per Backlinko and Advanced Web Ranking, so reachable rankings beat impressive volume you can never capture.
What tools do I need to follow this example? A keyword tool such as Google Keyword Planner or Ahrefs for volume and difficulty, plus Google autocomplete, "People also ask," and "related searches" for real phrasing. The SERP itself is your best free intent check.
How do I tell keyword intent? Read the phrase and the live results. Words like "buy," "delivery," and "subscription" signal transactional intent; "best" and "vs" signal commercial; "how," "what," and "why" signal informational. If the page-one results are mostly guides, the intent is informational even when the wording looks commercial.
Can I reuse this keyword research example for any niche? Yes. Swap the cold-brew seeds for your own products, then run the same six steps. The table columns (keyword, intent, volume band, difficulty, target page) work for any business, local or global.
What is the difference between keyword difficulty and traffic potential? Difficulty estimates how hard a keyword is to rank for, based on how strong the current top-10 pages are. Traffic potential estimates how much traffic you would actually get, because the page would also rank for many related terms. Ahrefs notes the average top page ranks for roughly a thousand keywords, so traffic potential often beats raw volume as a guide.
Do I need a paid tool to do keyword research? No. You can complete every step of this example with free tools: Google autocomplete, "People also ask," "related searches," and Google Search Console for terms you already rank for. A paid tool such as Ahrefs or Semrush mainly speeds up volume, difficulty, and competitor-gap work at scale.
Are LSI keywords real, and should I add them? No. Google's John Mueller has stated there is "no such thing as LSI keywords." Instead of sprinkling synonyms, cover the whole cluster in natural language. Related terms then appear on their own, which is exactly what search engines and AI answer engines reward.
Pick five seed keywords for your own business and run the six steps above today. Build the table, tag intent, cluster, and rank your rows by business value. Then write your first quick-win page. If you want a second set of eyes on your keywords, pages, and rankings, request a free local SEO audit and we will show you exactly which clusters to ship first.
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