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clawsmith.com/signal/app-store-discovery-broken-indie-mobile-developers
โš  IssueUnderservedDeveloperLive

App Store organic discovery is broken for indie mobile developers

Independent mobile developers consistently report that App Store and Google Play organic discovery is effectively dead unless you have a marketing budget. The HN Ask thread about app development state in 2026 got 103 points and 80+ comments specifically calling out discovery collapse, arbitrary rejections, and AI-slop flooding rankings.

Product Idea from this Signal

A web app that shows indie mobile developers exactly why their app is or isn't getting organic App Store discovery

183 โ–ฒ

App Store organic discovery collapsed for apps without marketing budgets or review velocity: the algorithm now rewards browse-category placement, top-chart proximity, and metadata-cluster fit, none of which are visible in existing ASO keyword tools built for large publishers. Indie developers ship, see zero installs, and have no diagnostic surface to tell them whether the problem is metadata, category placement, screenshots, or review count thresholds. This tool reverse-engineers organic discovery signals for small apps by benchmarking them against similarly-sized competitors, simulating metadata changes, and surfacing the specific levers that move browse visibility for apps with under 500 reviews.

app-store-optimizationindie-developermobile-discoveryasoorganic-growth
Competitive59 leadsView Opportunity โ†’

Score Breakdown

HN
183

Gap Assessment

UnderservedExisting solutions leave gaps

ASO tools (Sensor Tower, App Radar, MobileAction) exist but are expensive enterprise tools. No affordable, indie-focused discovery solution with clear ROI.

Frequently Asked Questions