76 Validated App Ideas With
Real App Store Data
Every keyword verified via live Astro MCP API. 265 qualified keywords screened, then 486 list keywords audited in one Astro app. 31 ideas remain active after stale data was demoted. Real volume, chance, difficulty, search saturation, search intent, competitors, and review counts — not vibes. Last validated 2026-05-13.
Qualified keywords screened from Astro
Ideas already shipped to the App Store
Brand and fuzzy-intent keywords rejected
More than a list of ideas.
You get the keyword numbers, the competitor names, the pricing math, the policy pass, and the build plan. Open it up and start shipping.
Detailed Write-Ups
Every idea includes concept description, target keywords, implementation notes, and monetization strategy.
Verified Keyword Data
Real volume, chance, and difficulty scores verified via live Astro MCP API — not estimates or guesses.
Competitor Analysis
Top 5 App Store search results per keyword — actual names, review counts, and star ratings.
Per-App Pricing Tables
Every app assigned to Premium, Standard, or Entry tier with exact weekly/monthly/annual prices and trial strategy.
Template Groups
Apps grouped by shared codebase: Scorer, AI Camera, Calculator, Content, Interactive Fun, Timer, and Utility templates.
Build Time Estimates
Every app categorized: weekend builds (10 apps), week builds (49 apps), and complex builds (9 apps).
Opportunity Assessment
Each idea classified by stricter opportunity signal and launch status: WEAK, MODERATE, STRONG, DEAD, or SHIPPED.
Ranked by Opportunity Score
Sorted by active opportunity first, now penalizing saturated broad keywords with weak search intent. Amino Acid Quiz Trainer leads with score 60.
Vague Intent Filtered
High-metric keywords were rejected when the intent was too vague, brand-specific, or tied to proprietary hardware or portals.
Across 12 categories.
Camera AI apps, party games, trade tools, scorekeepers — there's stuff in here for any kind of builder.
Preview the top ranked ideas
These are the top 5 by stricter opportunity score. All 76 validated ideas have write-ups, real Astro keyword data, competitor analysis, and pricing.
| # | App Idea | Volume | Diff | Status |
|---|---|---|---|---|
| 1 | Chess Clock | 48 | 21 | STRONG |
| 2 | Mini Golf Scorecard | 48 | 39 | MODERATE |
| 3 | Conduit Bend Calculator | 56 | 21 | MODERATE |
| 4 | Social Security Calculator | 54 | 34 | MODERATE |
| 5 | Amino Acid Quiz Trainer | 50 | 15 | STRONG |
| 6 | Hidden App Idea Name | 00 | 00 | HIDDEN |
| 7 | Hidden App Idea Name | 00 | 00 | HIDDEN |
| 8 | Hidden App Idea Name | 00 | 00 | HIDDEN |
71 more validated ideas with full details in the complete document
Unlock All 76 IdeasChess Clock
Minimalist chess and board-game timer with Fischer, Bronstein, and increment controls. Fast one-handed handling, haptics, presets, and a clean tournament mode for club nights.
That's what every idea looks like — real Astro-verified keywords, actual competitors, build notes, and pricing. All 76 validated ideas.
How I found these
I didn't brainstorm these in a Google Doc. I verified every keyword via Astro MCP API, checked every competitor on the App Store, and killed anything that didn't have real search volume.
The research is free. Building fast is optional.
Every idea, keyword, and build prompt is free to browse. If you want to ship one, Ship React Native is the boilerplate these specs were written for.
Want to build one?
Every spec here is written to be consumed by the Ship React Native production boilerplate — paywall, onboarding, analytics, and i18n prewired. Ship RN + Community also includes 1 year of private Discord access.
Includes the boilerplate, 76 Validated App Ideas, Discord community, and lifetime updates.
Built by Silpho — indie iOS studio, 8+ apps on the App Store.
Frequently asked questions
Pick an idea. Ship it.
76 validated ideas with real Astro data. The research is done — you just have to build.
Browse All Ideas — FreeNo signup, no paywall. Build faster with Ship React Native.