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GuideApril 202613 min read

How to Do Keyword Research for App Store Optimization

App store keyword research is the foundation of every successful ASO strategy. The keywords you target determine which searches your app appears in, which users discover it, and ultimately how many organic downloads you get. Yet most developers either skip keyword research entirely or do it once at launch and never revisit. This guide walks you through a complete keyword research workflow, from generating your first seed keywords to building a tracking system that drives continuous growth.

Why App Store Keywords Are Different from Web Keywords

If you have experience with web SEO keyword research, you need to recalibrate. App store keyword research operates under a different set of rules, and strategies that work on Google.com can fail entirely in the App Store or Google Play. Understanding these differences is the first step to effective ASO keyword research.

Search queries are shorter.The average web search is four to five words. The average app store search is two to three words. Users are typing on a phone keyboard, often with one thumb, and the stores aggressively suggest completions. This means your target keywords should be concise. "Best free workout app for beginners at home" is a web keyword. "Home workout" is an app store keyword.

Intent is high and immediate.When someone searches for an app, they usually want to install something right now. Web searches include informational queries ("what is a calorie deficit") that do not exist in app stores. Almost every app store search has transactional intent. This makes app store keywords inherently more valuable per search than their web equivalents.

The ranking algorithm weighs different signals. On the web, content length, backlinks, and domain authority dominate. In the app store, keyword relevance in metadata, download velocity, and user engagement are what matter. You can rank for a web keyword by writing a comprehensive article. You rank for an app store keyword by placing it in the right metadata field and having enough downloads and engagement to prove relevance. For a broader overview of these ranking factors, see our complete app store optimization guide.

Volume data is less accessible. Google provides detailed search volume data for web keywords through Keyword Planner. App stores provide nothing. You need third-party tools to estimate app store search volumes, and those estimates vary significantly between providers. This makes relative comparisons (is keyword A bigger than keyword B?) more reliable than absolute numbers.

Start with Seed Keywords

Seed keywords are the starting point for all keyword research. They are the most obvious terms that describe what your app does. From these seeds, you will expand into dozens of variations, long-tail terms, and competitor-inspired ideas.

Source 1: Your app description.Read your own app description and highlight every noun and verb that describes a feature or use case. If your app is a recipe organizer, your seeds might include: "recipe," "cookbook," "meal plan," "grocery list," "cooking," "food planner." These are the words your potential users would use to describe what they are looking for.

Source 2: User language.Read your reviews, support emails, and social media mentions. Pay attention to the exact words users use when talking about your app. If users keep saying "meal prep" but your listing says "recipe management," you are missing a keyword that matches real user language. The best keywords come from how users think, not how developers think.

Source 3: App store autocomplete.Go to the App Store or Google Play and start typing your seed keywords. The autocomplete suggestions are based on actual search behavior, making them a goldmine for keyword discovery. Type "recipe" and note every suggestion: "recipe app," "recipe organizer," "recipe keeper," "recipe book." Then try "meal": "meal planner," "meal prep," "meal tracker." Each suggestion is a validated search term.

Source 4: Category browsing.Look at the app store category your app belongs to. Browse the top 50 apps and note recurring words in their titles and subtitles. These represent the keyword landscape of your category. If every top recipe app includes "healthy" in their title, that is a signal about what users in your category value and search for.

Aim to generate 30 to 50 seed keywords from these sources. You will narrow this list down in the evaluation phase, so cast a wide net now. Include synonyms, abbreviations, and both singular and plural forms.

How to Evaluate App Store Keywords

Not all keywords are worth targeting. The evaluation phase is where you separate high-potential keywords from time-wasters. Every keyword should be assessed on three dimensions: volume, difficulty, and relevance.

Volume measures how many times users search for a term in a given period. Higher volume means more potential downloads if you rank well. But volume alone is misleading. A keyword with 10,000 monthly searches where you rank 50th is worth less than a keyword with 500 monthly searches where you rank 3rd. Volume sets the ceiling; your ranking determines how much of that ceiling you capture.

Difficulty (sometimes called competition) indicates how hard it is to rank in the top ten for a keyword. It is determined by the strength of apps that currently rank: their download counts, ratings, age, and metadata optimization. A difficulty score of 80 out of 100 means the top results are established apps with millions of downloads. A score of 15 means the current top results are weak and beatable.

Relevance is the most important and most overlooked factor. A keyword must accurately describe what your app does. Ranking for an irrelevant keyword might get impressions, but users will not download an app that does not match their search intent. Worse, low conversion signals to the algorithm that your app is not a good result for that term, which can hurt your overall ranking authority.

The sweet spot is a keyword with moderate volume (enough to matter), low-to-medium difficulty (you can realistically rank for it), and high relevance (it describes your core functionality). Use this formula mentally: value = (volume x relevance) / difficulty. The keywords with the highest value score are your priority targets.

The Long-Tail Keyword Strategy

Long-tail keywords are longer, more specific search terms with lower individual volume but higher conversion rates and lower competition. For most apps, especially newer ones, a long-tail strategy delivers faster results than chasing head terms.

Consider the difference between "fitness app" and "7 minute workout timer." The first term has massive volume but is dominated by apps with millions of downloads. The second has a fraction of the search volume but far less competition, and users who search for it have a very specific need that a focused app can serve perfectly. If your app is a quick workout timer, you will convert better on the specific term and rank for it much faster.

How to find long-tail keywords:Take your seed keywords and add modifiers. Common modifiers include "free," "best," "simple," "offline," use cases ("for beginners," "for kids," "for couples"), and specific features ("with timer," "with reminders," "no ads"). Each combination creates a long-tail term. Then validate these using autocomplete suggestions and search volume data from an ASO tool.

The compounding effect:Ranking in the top three for ten long-tail keywords can generate more total downloads than ranking 20th for one high-volume head term. Each ranking also builds your app's authority signals (downloads, engagement, ratings), making it progressively easier to rank for more competitive keywords over time. Long-tail is not just a starting strategy. It is the foundation that enables you to go after bigger keywords later.

If you are new to ASO and want a plain-language explanation of how all of this fits together, our ASO for non-marketers guide covers the fundamentals without jargon.

Competitor Keyword Analysis

Your competitors have already done keyword research for you. By analyzing which keywords they rank for, you can discover terms you missed and find gaps where they are weak and you can be strong.

Step 1: Identify your real competitors. Do not just pick the biggest apps in your category. Your real competitors are the apps that rank for the same keywords you are targeting. Search your primary keywords and note which apps consistently appear. These are the apps fighting for the same users, and they are the most relevant to study.

Step 2: Analyze their metadata.Look at their titles, subtitles, and descriptions. Which keywords do they prioritize? If three of your top five competitors all include "meal prep" in their title, that term is probably worth targeting. Conversely, if none of them mention a feature you offer (say, "grocery delivery integration"), that is a keyword gap you can own.

Step 3: Find keyword gaps. A keyword gap is a term with decent search volume where your competitors rank but you do not. These are opportunities because the demand is validated (users search for it and competitors serve it) but you are not yet in the race. Adding these terms to your metadata can produce quick ranking wins, especially if the current competition for them is moderate.

Step 4: Monitor changes. When a competitor updates their title or keyword field, they are usually responding to data. Track competitor metadata changes over time. If a competitor drops a keyword they previously targeted, it might mean that keyword underperformed. If they add a new one, it might be an emerging opportunity worth investigating. Tools like Lite ASO automate competitor monitoring so you get alerts when rivals change their strategy.

Organizing Keywords by Intent

Not all keywords serve the same purpose. Organizing your keywords by user intent helps you prioritize which ones to place in your highest-impact metadata fields and which to use in supporting copy.

Core feature keywordsdescribe your app's primary function. For a budgeting app, these might be "budget tracker," "expense manager," "money tracker." These should appear in your title and subtitle because they have the highest relevance and typically the highest volume in your niche. Users searching these terms want exactly what you offer.

Use case keywordsdescribe specific scenarios. "Track monthly expenses," "split bills with friends," "save for vacation." These are excellent for your keyword field (Apple) or long description (Google Play). They capture users with a specific need and often have less competition because they are more specific.

Alternative and synonym keywordsare different words for the same thing. "Spending tracker," "finance app," "money manager." These expand your reach to users who use different vocabulary. Place these in your keyword field where they add coverage without taking up valuable title space.

Brand and competitor keywords include your own brand name and competitor brand names. While you should always include your brand name in your title, targeting competitor brand names is a gray area. Apple prohibits using competitor trademarks in your keyword field, but on Google Play, appearing in search results for competitor names can happen naturally if your description mentions a comparison. Be aware of the guidelines for each store.

Create a simple spreadsheet with columns for keyword, intent category, estimated volume, difficulty, and priority. This becomes your keyword map and the basis for every metadata update. Refer to it when writing your title, subtitle, keyword field, and description to ensure every high-priority term is covered somewhere in your listing.

How Many Keywords Should You Track?

A common mistake is either tracking too few keywords (missing opportunities) or too many (drowning in noise). The right number depends on your app's stage and resources, but here are practical guidelines.

New apps (0-1,000 downloads): Track 15 to 20 keywords. Focus on your core feature terms and your most promising long-tail targets. At this stage, you want tight focus. You do not have enough authority to rank for dozens of terms, so concentrate your metadata on a smaller set of high-relevance keywords.

Growing apps (1,000-10,000 downloads): Expand to 30 to 50 keywords. As your app gains authority, you can start targeting medium-difficulty terms and exploring adjacent categories. Add keywords based on user reviews (what language do downloaders use to describe your app?) and competitor gaps.

Established apps (10,000+ downloads): Track 50 to 100 keywords across different intent categories, locales, and competitive segments. At this stage, you have the authority to rank for more competitive terms, and the marginal value of each new keyword ranking adds to your download volume. Consider tracking keywords in multiple countries if your app has an international audience.

Regardless of how many you track, review your keyword list monthly. Remove keywords that have consistently low volume or where you cannot crack the top 30 after two months of targeting. Add new keywords based on trending searches, new features you have shipped, or competitive intelligence. Your keyword list should be a living document, not a static one.

The Complete Keyword Research Workflow

Here is a step-by-step workflow you can follow every time you do keyword research, whether it is your first time or your monthly refresh.

Step 1: Generate seed keywords (15 minutes). List every word and phrase that describes your app's features, use cases, and category. Pull from your app description, user reviews, and competitor titles. Aim for 30 to 50 raw terms. Do not filter yet. Just brainstorm.

Step 2: Expand with autocomplete (15 minutes). Enter each seed keyword into the App Store or Google Play search bar and record every autocomplete suggestion. Also try typing just the first two or three letters of each seed to see broader suggestions. This typically doubles your keyword list to 60 to 100 terms.

Step 3: Get volume and difficulty data (10 minutes). Use a keyword research tool to look up estimated search volume and difficulty for each term on your expanded list. Lite ASO's keyword explorer provides both metrics along with AI-powered suggestions for related terms you might have missed. Export the data to a spreadsheet.

Step 4: Score and prioritize (15 minutes). For each keyword, assign a relevance score from 1 to 5 based on how accurately it describes your core features. Then calculate a priority score: (volume x relevance) / difficulty. Sort by priority score. Your top 15 to 25 keywords become your primary targets.

Step 5: Map keywords to metadata fields (10 minutes). Assign your top two keywords to your title. Assign the next two to three keywords to your subtitle (Apple) or short description (Google Play). Assign the remaining to your keyword field (Apple) or weave them into your long description (Google Play). Every priority keyword should have a home in your metadata. For detailed guidance on the best ASO tools for 2026 to help with this process, we have a full comparison guide.

Step 6: Set up tracking (5 minutes). Add your priority keywords to a rank tracking tool. Set up weekly or daily tracking depending on your tool's capabilities. Create a baseline snapshot of your current rankings before making any metadata changes.

Step 7: Update metadata and wait (5 minutes + 2 weeks). Submit your metadata update. On Google Play, changes go live immediately. On Apple, you will need a new version submission. After the update goes live, wait at least two weeks before evaluating results. The algorithm needs time to re-index your listing and reassess your ranking.

Total active time: about 75 minutes. Repeat this workflow monthly, spending less time on steps you have already done (your seed list grows incrementally) and more time on analyzing what worked in the previous cycle.

Tools for App Store Keyword Research

You can do basic keyword research manually using just the app store search bar, but dedicated tools make the process faster, more data-driven, and repeatable. Here is what to look for in a keyword research tool and how Lite ASO's features map to the workflow above.

Autocomplete suggestions.A good tool captures app store autocomplete suggestions programmatically, saving you from typing hundreds of queries manually. Lite ASO's autocomplete feature pulls real suggestions from both Apple App Store and Google Play, organized by relevance and estimated volume. This accelerates Step 2 of the workflow from 15 minutes to under two minutes.

Keyword explorer.This is the core of any ASO keyword tool. It provides search volume estimates, difficulty scores, and related keyword suggestions for any term. Lite ASO's keyword explorer also shows which apps currently rank in the top ten for each keyword, so you can assess the competitive landscape at a glance. You can check out the full set of capabilities on the features page.

AI-powered suggestions.Modern ASO tools use artificial intelligence to generate keyword ideas you would not think of on your own. Lite ASO's AI suggestion engine analyzes your app's category, current metadata, and competitor landscape to recommend keywords with high potential. It is especially useful for finding long-tail variations and cross-category terms that manual brainstorming often misses.

Rank tracking.Without tracking, you cannot measure the impact of your keyword research. A rank tracker shows your app's position for each target keyword over time, alerting you to drops that need attention and climbs that you should reinforce. Tracking data also reveals which keywords actually drive downloads versus which ones look good on paper but never convert.

Competitor keyword monitoring. The best keyword research tools track your competitors automatically. When a rival changes their metadata, adds new keywords, or experiences a significant ranking shift, you get notified. This competitive intelligence turns keyword research from a periodic task into a continuous information advantage.

Common Keyword Research Mistakes

Targeting only high-volume keywords.The most searched keywords are also the most competitive. A new app targeting "photo editor" is competing against apps with hundreds of millions of downloads. Start with long-tail keywords where you can realistically rank in the top five, then gradually move to broader terms as your authority grows.

Ignoring relevance.Ranking for a keyword that does not match your app leads to poor conversion. If users search for "video editor" and find a photo editing app, most will not download. The few who do will likely uninstall quickly, sending negative engagement signals to the algorithm. Only target keywords that genuinely describe what your app does.

Repeating keywords across metadata fields.On Apple App Store, the algorithm combines your title, subtitle, and keyword field into a single index. Repeating "budget" in all three fields wastes two of those three slots. Use each word exactly once across all three fields to maximize the number of unique terms you cover.

Never updating your keywords. Search behavior changes. New competitors enter the market. Seasonal trends create temporary opportunities. The keywords you chose at launch may not be optimal six months later. Treating keyword research as a one-time task means your listing gradually becomes stale while competitors who iterate pull ahead.

Skipping competitor analysis. Your competitors have likely invested significant effort into their keyword strategy. By ignoring their data, you are throwing away free intelligence. Even a quick look at their titles and subtitles can reveal keywords you had not considered and confirm which terms the market considers important.

Using spaces in the Apple keyword field.This is a small but surprisingly common technical mistake. Apple's 100-character keyword field uses commas as separators. Adding spaces after commas wastes characters. "budget, tracker, expense" uses three more characters than "budget,tracker, expense" for no benefit. Those three characters could fit another keyword.

Putting It All Together

Keyword research is not a one-time event. It is a recurring process that feeds into every aspect of your ASO strategy. The keywords you choose determine your metadata, which determines your search visibility, which determines your downloads, which strengthens your authority, which enables you to target even better keywords. It is a virtuous cycle, and it starts with doing the research right.

Your first keyword research cycle will feel slow because everything is new. By the third cycle, you will have a running keyword list, a tracking baseline, and competitive context that makes each decision faster and more confident. The developers who grow their organic downloads consistently are the ones who put in this research groundwork and then iterate on it month after month.

Whether you do the research manually or use AI-powered tools, the principles are the same: start broad, evaluate systematically, prioritize ruthlessly, implement in your metadata, track the results, and repeat. App store keyword research is not glamorous work, but it is the single highest-leverage activity in app store optimization, and every hour you invest in it compounds into thousands of organic downloads over time.

Frequently Asked Questions

How many keywords should I track for ASO?

Start with 15 to 25 keywords that cover your core features and user intents. This gives you enough data to spot trends without overwhelming your tracking dashboard. As you learn which terms drive actual downloads, gradually expand to 40 to 60 keywords. Focus depth over breadth, since tracking 100 irrelevant keywords wastes time and obscures the signals that matter.

What is a good keyword difficulty score for a new app?

New apps should target keywords with a difficulty score below 30 on a 100-point scale. These terms have lower competition and give you a realistic chance of reaching the top ten results within weeks. As your app gains downloads and reviews, gradually move to medium-difficulty keywords in the 30 to 50 range. Leave high-difficulty keywords above 50 for later.

How often should I update my app store keywords?

Review your keyword data every two weeks and make metadata changes once a month. More frequent changes do not give the algorithm enough time to evaluate your listing against the new keywords. Exceptions include seasonal opportunities or major competitor changes where a faster response gives you an advantage over slower-moving apps in your category.

What is the difference between Apple keyword field and Google Play keywords?

Apple App Store has a dedicated 100-character keyword field that is hidden from users but indexed by the search algorithm. Google Play has no separate keyword field and instead indexes your app title, short description, and full description for keywords. This means Google Play gives you more space but requires you to weave keywords naturally into readable copy.

Can AI help with app store keyword research?

Yes. AI tools can generate keyword variations, analyze competitor metadata, and suggest terms you might not think of on your own. Platforms like Lite ASO combine AI suggestions with real search volume data, so you get creative keyword ideas that are validated by actual user behavior. This saves hours of manual brainstorming and spreadsheet analysis every optimization cycle.

Start Your Keyword Research Today

Lite ASO gives you keyword explorer, autocomplete suggestions, AI recommendations, and rank tracking. Everything you need in one platform.

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