265 qualified keywords screened — re-validated 2026-05-11

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. 47 ideas remain active after stale data was demoted. Real pop/diff, app count saturation, search intent, competitors, and review counts — not vibes. Last validated 2026-05-11.

Ranked by opportunity
Real competitor data
Astro MCP verified
265

Qualified keywords screened from Astro

6

Ideas already shipped to the App Store

Vague

Brand and fuzzy-intent keywords rejected

Everything You Get

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 popularity 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.

Sports Scorers5
AI Camera Identifiers5
Calculators & Tools5
Content & Reference7
Interactive Fun4
Health & Fitness3
Business & Trade3
Education2
Music & Audio2
Productivity & Utility5
Outdoor & Nature3
Lifestyle3
Sneak Peek

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 IdeaPopDiffStatus
1Amino Acid Quiz Trainer
54
15STRONG
2PSAT Score Calculator
52
38STRONG
3Chess Clock
48
17STRONG
4Check Writer
34
9STRONG
5ID Scanner Pro
53
15STRONG
6Hidden App Idea Name0000HIDDEN
7Hidden App Idea Name0000HIDDEN
8Hidden App Idea Name0000HIDDEN

71 more validated ideas with full details in the complete document

Unlock All 76 Ideas
#1 Ranked — Score 60EXACT APP INTENT

Amino Acid Quiz Trainer

Fast amino acid memorization for biology, biochem, MCAT, nursing, and pre-med students. Drill structures, codes, polarity, charge, and essential amino acids with spaced repetition.

Popularity
54
Difficulty
15
Top Competitor Reviews
920
Build Time
Weekend
amino acid quizamino acidsbiochemistrymcatbiology quizflashcardsorganic chemistry

That's what every idea looks like — real Astro-verified keywords, actual competitors, build notes, and pricing. All 76 validated ideas.

Why Trust This Research

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.

I have 8+ apps on the App Store — 6 from this list are already shipped (Fishify, ReWordly, VoxDub, DebatePro, PurrSense, Peptidly)
Every keyword verified via live Astro MCP API — real pop/diff scores, not estimates
Re-validated 2026-05-11: pop 20+ / diff 45 or lower keywords screened again
265 qualified Astro keywords reviewed — 76 documented, 47 still active after audit
Vague, brand-specific, and proprietary-companion keywords removed before merging
Competition data from actual App Store search results — top 5 apps per keyword
Ranked by stricter opportunity score — intent, app count saturation, competition, then shipped/dead status
Template groups so you can build one app and rapidly clone the next 5
265
Qualified keywords screened from Astro
76
Validated ideas in the database
Many
Vague keyword traps rejected
6
Already shipped
Bonus
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What you get

The complete 76 Validated App Ideas research document, plus everything in the Ship React Native production boilerplate and 1 year of private Discord community access.

76 validated app ideas with full write-ups
Real Astro MCP keyword data (pop + diff scores)
Competitor names, review counts, and ratings
What to charge (weekly/monthly/annual) per app
5-8 target keywords per app
Template groups — build one, clone the next
Build time: weekend / week / complex
All 76 ranked by stricter intent and saturation-aware score
Competition rated: WEAK / MODERATE / STRONG
6 already shipped to prove the methodology works
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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.

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