34 AI prompts for app store optimization

ASO used to mean hours of manual work: curating keyword lists by hand, cross-referencing competitors, and rewriting metadata for every market, all while keeping App Store and Google Play constraints in mind.

AI is changing that. Keyword analysis and competitor audits that took hours can now take minutes, but only if you ask the right questions, with the right context, in the right tools. A specific, well-built AI prompt can be the difference between finding a real opportunity and settling for a generic answer.

Below are 34 AI prompts ready to copy-paste. Their purpose: help you move faster and find new opportunities with less manual work.

Key takeaways

3 ways to use AI in your everyday ASO work

There’s no single way to use AI for ASO. These three approaches range from the most hands-on, where AI supports the work you execute, to the most automated, where AI works directly from your app’s ASO data. Here’s where each one fits.

1. Manual keyword research with AI support

Most ASO tools, AppTweak included, already use AI to power keyword suggestions. In this first approach, AI assists but you do the work, so there are no prompts to run.

It’s a great way to stay hands-on and put your ASO experience to use while speeding up your processes. If you’re just getting started with ASO, this approach will help you find the right data, but it won’t turn that data into strong metadata options for you.

2. Generic generative AI tools

Generic AI tools are useful for specific parts of ASO: brainstorming angles, running market research, drafting copy. They’re a good way to streamline your thoughts while speeding up the repetitive work.

What they can’t do is see your live app store data. They only know what you paste in, so anything that depends on volumes, rankings, or competitor performance means exporting it yourself first, then checking the answer against your own numbers.

3. AI Agent for ASO

The third approach is an AI agent built specifically for ASO, like AppTweak’s ASO Agent.

AppTweak’s ASO Agent connects directly to your app’s live performance data (metadata, keyword rankings, volumes, and more), so you get answers grounded in what’s actually happening with your app, not general market patterns.

It works like your dedicated ASO expert companion, helping you prioritize keywords with confidence, find new opportunities, and scale across markets faster. It also lays out the trade-offs between strategies instead of leaving you to rely on intuition alone. Those are tasks a generic AI can’t do without real app store data.

34 copy-paste AI prompts for efficient ASO

Skip the blank page in your metadata optimization: copy any of the following AI prompts and adapt them to your own app and competitors.

To get the best results, we ran them in ASO Agent. That way, so each answer draws on real keyword data and competitor performance. You’ll find the full set of prompts in ASO Agent’s prompt library.

Keyword opportunities, coverage and gaps: Analyze your data in seconds

Auditing keyword coverage usually means cross-referencing your terms against every competitor, in every market, by hand.

These prompts run that for you in seconds. They surface exactly which high-demand terms you’re absent from and which underperforming keywords are one push away from real visibility.

Copy-paste these AI prompts for ASO:

Keyword strategy and prioritization: Get help from a tailored assistant

Not every keyword deserves attention, but deciding what to defend, what to drop, and what to test takes judgment and expertise.

These prompts act like a tailored ASO assistant. They reason through the trade-offs specific to your data so you prioritize with a clear rationale.

Copy-paste these AI prompts for ASO:

1. What are the top 10 keywords I should prioritize right now?
2. Should I prioritize ranking improvements or expanding keyword coverage?
3. Should I focus more on long-tail keyword combinations or single keywords?
4. Am I over-optimizing for certain keywords?
5. What keyword combinations unlock the most incremental visibility?
6. Which keywords in my metadata are driving little or no traffic?
7. Which keywords should I reinforce more in my long description?
8. Which keywords should I deprioritize to focus on higher-value terms?

Competitive insights: Benchmark your competitors confidently

Sizing up what’s working for competitors usually means reading long comparison tables by hand.

These prompts benchmark your metadata against your top-ranking competitors. They help you know precisely where you compete and where you’re leaving visibility on the table.

Copy-paste these AI prompts for ASO:

1. What value propositions are competitors highlighting in their visible metadata that I’m not?
2. Do competitors follow common patterns in their long descriptions that I should adopt?
3. What metadata patterns do my top-ranking competitors have in common?
4. On which generic keywords do I outperform my competitors, and where do they outperform me?
5. Which competitors are more powerful than me in the semantic cluster ‘X’?

Metadata optimization: Push or remove metadata based on your goals

Rewriting metadata is usually a blank-page problem: which words to add, which to cut, where to place them.

These prompts generate concrete alternatives, prioritize changes, and check for redundancy based on your actual keyword data. That way, every word you use has a reason behind it.

Copy-paste these AI prompts for ASO:

1. Generate 3 alternative metadata versions with different keyword strategies.
2. What metadata changes would most likely improve my rankings quickly?
3. How can I improve keyword placement across my title, subtitle, and keyword field?
4. Which keywords in my metadata are redundant or overlapping?
5. Which parts of my metadata are underutilized?
6. Propose a clean replacement list for generic keywords that maximizes Volume, Relevancy, and Rank potential.
7. Optimize my metadata and compare current vs. proposed performance using Max Volume, Relevancy, and Rank aggregates.
8. Restructure my long description while keeping a high density for keywords ‘A’, ‘B’, and ‘C’.
9. What hypothesis should I validate with my next metadata update?

Messaging optimization: Convert visitors into loyal users

Getting a page view is only half the job. If your metadata oversells or targets the wrong intent, you get installs that don’t stick.

These prompts help you write metadata that converts without inflating expectations, so users find what they actually searched for.

Copy-paste these AI prompts for ASO:

1. Make my metadata more conversion-oriented while maintaining visibility.
2. What tone or positioning works best in my category, considering my top-competitors?
3. Rewrite my short and long descriptions to improve conversion.
4. Which keywords might hurt conversion if overused?
5. How can I improve the structure of my long description (e.g. paragraph length, keyword repetition)?
6. What is the recommended keyword density in the Google Play long description?

How to make the most of AI prompts for ASO

Whatever tool you use, a few habits raise the quality of every answer:

• Chain your prompts. Start broad (“what’s my biggest keyword opportunity right now?”), then narrow (“simulate replacing keyword X with keyword Y” on whatever the first answer surfaced).
• Give specific ASO context, and save what repeats. Scope each prompt to a specific market, platform, and competitor set. The parts you’d repeat every time go into custom instructions, so you set them once instead of retyping them in every chat.

If you’re working in a data-connected tool like ASO Agent, two more habits go further:

• Connect your store console. App Store Connect for iOS, Google Play Console for Android. Without them, ASO Agent works from public metadata alone; with them, it factors in your real keyword field (iOS) and keyword-driven installs (Android).
• Import and export your data. To work on a specific set of keywords instead of your whole database, import a CSV and tell the Agent to use only that. If you’ve built up a rich conversation on iOS US and want to repeat it on Android or another country, export the chat as markdown and attach it to a new one instead of re-explaining everything.

AI prompts as a starting point, not a replacement

None of the AI prompts above replace your ASO expertise. They remove the manual work around it: the keyword list you’d have built by hand or the competitor comparison you’d have pieced together across tabs, so you spend more time deciding what to actually do with the answer.

Start with two or three prompts that match what you’re working on this week, whether that’s a metadata refresh, a competitor check, or localization in a new market. Powered by Atlas AI, ASO Agent reads how keywords relate semantically in each market, so the same prompts hold up in a country whose language you don’t speak.

ASO Agent is currently available with an AppTweak Enterprise subscription. Get in touch to try it for yourself.

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