Competitor Research
Competitor content gap analysis, automated: how it works
A competitor content gap analysis lists the keywords your competitors rank for that your site does not, then filters that list down to topics worth publishing. It takes six steps: pick the right competitors, pull their ranking keywords, remove what you already cover, cluster what is left, score each cluster and turn the winners into a content plan.
It is one of the most useful research jobs in SEO because it points at demand that has already been proven. Someone is ranking for that term and, presumably, getting visits from it. Your job is to work out which of those gaps your customers care about and which you can realistically win.
What is a competitor content gap analysis?
A keyword gap is a single term a competitor ranks for and you do not. A content gap is the topic behind a group of those terms, which usually needs one page. The distinction matters because a raw gap export can contain hundreds of keywords that collapse into a few dozen pages. Planning by keyword gives you duplicate articles competing with each other; planning by topic gives you a calendar.
- Missing gaps: competitors rank in the top 20 and you do not rank at all. These usually need a new page.
- Weak gaps: you rank somewhere between positions 11 and 50 while competitors sit on page one. These often need an existing page improved, not a new one.
- Shared wins: you and the competitors all rank well. Leave these alone and protect them.
How to do a competitor content gap analysis, step by step
- Pick three to five competitors that actually compete with you in search results.
- Pull the keywords each one ranks for in the top 20 positions, and your own ranking keywords.
- Filter out what you already cover well and anything outside your product, market or language.
- Cluster the remaining keywords into topics, one topic per page.
- Score each cluster on relevance, intent, demand and difficulty.
- Turn the top clusters into a dated plan with a page type and a target page to link to.
Step 1: pick competitors that compete in search
Your business competitors and your search competitors are often different lists. Search Google for five or six of your most important commercial terms and note which domains keep appearing. Leave out marketplaces, Wikipedia, big directories and news sites: you are not going to out-rank them on the same terms, and their keyword sets are so broad they bury the useful gaps.
Step 2: pull their ranking keywords and yours
For competitors you need third-party data: Semrush's Keyword Gap or Ahrefs' Competitive Analysis report will both export the keywords a set of domains rank for. For your own site, Google Search Console is more accurate than any third-party estimate. The Performance report keeps 16 months of data but shows only 1,000 rows in the interface, so use the export or the API if your site ranks for more than that.
Step 3: filter out what does not fit
Delete competitor brand terms, products or services you do not sell, locations you do not serve and keywords in other languages. Then remove anything where you already rank in the top 10. What is left should be terms a customer of yours could plausibly type.
Step 4: cluster keywords into topics
Group keywords that a single page could answer. The quickest test is the search results themselves: if the same URLs rank for two keywords, Google treats them as one intent and they belong on one page. If the results are mostly different, they need separate pages.
Step 5: score each cluster
| Criterion | Question to ask | Score 1 to 3 |
|---|---|---|
| Relevance | Would someone searching this plausibly buy from us? | 3 = core product, 1 = loosely related |
| Intent | Is the searcher comparing, buying or learning? | 3 = comparing or buying, 1 = general learning |
| Demand | Is there search volume across the cluster, not just one term? | 3 = several terms with volume, 1 = one small term |
| Winnability | Who ranks now? Big brands, or sites like ours? | 3 = similar-sized sites, 1 = household names only |
| Head start | Do we already have impressions for any of it in Search Console? | 3 = yes, positions 4 to 15, 1 = nothing |
Add the scores and sort. Clusters scoring 12 or more out of 15 are your first wave. Anything with a relevance score of 1 drops out, however high the rest of its score is.
Step 6: turn the top clusters into a plan
For each cluster, decide the page type (guide, comparison, how-to, cost explainer), the main keyword, the service or product page it should link to and a publish date. That last part is where most gap analyses die: the spreadsheet gets made, then nobody turns it into dated work. If you already run paid search, using converting Google Ads keywords to drive the content calendar is a good way to break ties between clusters.
Sample output: what a finished gap analysis looks like
The table below is an illustration, not real data. It imagines an invoicing app for freelancers that compared itself against four competitors. The keywords are placeholders and the scores come from the rubric above.
| Topic cluster (example) | Example keywords | Gap type | Intent | Score | Planned page |
|---|---|---|---|---|---|
| Invoice templates by trade | invoice template for photographers, designer invoice template | Missing | Learning, close to buying | 13 | Guide with downloadable templates |
| Late payment chasing | how to chase a late invoice, late payment email | Missing | Learning | 11 | How-to article with email examples |
| App A vs App B | app a vs app b, app a alternatives | Weak (position 18) | Comparing | 14 | Comparison page |
| Freelance tax basics | freelancer tax deadlines | Missing | Learning | 8 | Skip for now: low relevance to the product |
| Recurring invoices | set up recurring invoices | Weak (position 12) | Buying | 14 | Improve the existing feature page |
Notice that two of the five rows lead to improving existing pages, not writing new ones, and one row is dropped altogether. That is normal. A good gap analysis removes work as often as it adds it.
Why manual gap analysis breaks down
Doing this by hand for one competitor is an afternoon's work. Doing it across five competitors, cross-referenced against your own rankings, filtered, clustered and repeated every month as rankings move, is not something most small teams keep up. The research goes stale within a quarter, and the calendar drifts back to whatever someone felt like writing.
Not every gap is worth filling
A raw gap list is not a content calendar. A competitor ranking for a term far outside your product, or a term with volume but no buying intent, is not worth an article just because the gap exists. Filter for relevance and intent first, volume second.
A gap list without a relevance filter is just a list of things your competitor happens to write about. The useful version is filtered down to what your actual customers are searching for.
And do not copy what the competitor wrote. If your page says the same thing in different words, Google has no reason to prefer it. Add what they left out: your own process, real examples, a clearer answer up top. Mass-rewriting other sites' pages is also the kind of thing covered in is automated SEO safe for Google.
How upRanker automates competitor gap analysis
upRanker runs the research half of this for you. You add up to five competitor domains, and their ranking keywords and content gaps feed straight into your content plan. If you connect Google Search Console, it also finds near-miss queries where you already rank roughly between positions 4 and 15, which covers the head start column in the scoring table. How that connection works is explained in connecting Google Search Console to an auto SEO tool.
The output is a 30-day content calendar rather than a spreadsheet, and each article is written in your brand voice and published to WordPress on schedule. You can review each draft in the editor before it goes out, and you should at least read the plan: no tool knows your margins or which products you want to sell more of. The wider picture of what is and is not automated is in what auto SEO is, and how it works shows the setup.
See your content gaps in minutes
Add up to five competitor domains and upRanker finds what they rank for that you do not, then turns the best gaps into a 30-day content calendar. 3-day free trial, no credit card.
Start FreeCompetitor content gap analysis: common questions
- How many competitors should I include in a content gap analysis?
- Three to five is usually enough. Fewer than three and you mostly see one competitor's editorial choices; more than five and the list fills with marginal terms. Pick sites that rank for your main commercial searches, not just brands you see as rivals, and leave out marketplaces and directories.
- What is the difference between a keyword gap and a content gap?
- A keyword gap is one search term a competitor ranks for and you do not. A content gap is the topic behind a group of those terms, usually answered by one page. Planning by content gap avoids writing several near-identical articles that compete with each other in search results.
- Can I do a competitor content gap analysis for free?
- Partly. Google Search Console gives you accurate data on your own rankings at no cost. For competitors' keywords you need a third-party SEO tool, or you can check search results by hand for a short list of important terms. The manual route works for a few dozen keywords but does not scale.
- How often should I run a content gap analysis?
- Run a full manual analysis once a quarter at minimum, because competitors publish and rankings move. Automated tools can refresh the gap list continuously, which matters most in fast-moving markets or when competitors publish often.
- Should I copy the topics my competitors rank for?
- Target the same topics when they fit your customers, but do not copy the content. A page that repeats what already ranks gives Google no reason to prefer it. Add first-hand detail, clearer answers and examples the competitor left out.
The gap list tells you where the demand is. The scoring tells you which part of it is yours to win. Skip the second step and you end up writing your competitor's blog for them.
