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Mark Linthicum

Utilities

2Apps
3.5Avg Rating
46Total Ratings
2Categories
Product page (App Store)
Product page (App Store)

Developer portfolio analysis

Automatically summarizes public App Store metadata such as categories, rating volume, star ratings, release dates, and pricing for competitor research and product planning. The DeepSeek section is generated on demand when the API is configured; otherwise only rule-based analysis is shown.

DeepSeek AI analysis

Runs on demand so the initial page load stays fast.

Review the rule-based cards first, then generate the AI readout. It usually takes 10-40 seconds.

Product direction

Category and portfolio mix

Utilities is the main category at about 50% of apps, while the portfolio spans 2 categories. This is a moderately concentrated portfolio strategy.

Utilities
1 apps · 50%
Music
1 apps · 50%
  • The primary category Utilities accounts for 50%. The category structure is relatively narrow.
  • The diversification score is about 0.50 (0=highly concentrated, 1=highly diversified), useful for comparing developers.

Portfolio data

Scale and monetization structure

The full portfolio has about 46 public ratings, a small public review base. It includes 1 free apps and 1 paid apps.

Apps
2
Total ratings
46
Free / paid
1 / 1
  • By review volume, the leading apps include: "Best Clock Radio-Podcast", "Best Clock Radio & Podcast".
  • Paid apps represent a larger share, making download conversion and reputation more important.

Ratings and reputation

Weighted average and head effects

Weighted by rating volume, the portfolio averages about 3.54 stars; the simple average is 3.52 stars. The gap shows whether high-volume apps lift or drag the overall reputation.

Weighted avg
3.54 ★
Simple avg
3.52 ★
  • The weighted and simple averages are close, suggesting reputation is relatively balanced across apps.
  • 0 apps have no public rating data, so long-tail performance is underrepresented.

Reputation risk proxy

Low ratings and thin samples (API has no review text)

The iTunes Search API does not provide review text. This card uses low star ratings with enough review volume as a proxy, and separately highlights apps with thin samples.

  • No app triggered the low-rating plus sufficient-sample threshold.
  • Thin rating samples (under 50 ratings): "Best Clock Radio & Podcast", "Best Clock Radio-Podcast". Star ratings can swing heavily until more feedback arrives.

Release and lifecycle

Listing age span

The earliest listed app is "Best Clock Radio & Podcast", while the newest or most recent listing signal is "Best Clock Radio-Podcast". The span is a proxy for long-term iteration capacity.

Span
2 years+
  • Earliest record in this dataset: 2012 (Best Clock Radio & Podcast).
  • Newer app signal: 2014 (Best Clock Radio-Podcast).

Reference points for builders

Reusable research angles

These takeaways are based on public metadata and are useful for competitor research or portfolio planning. Deeper conclusions require downloads, revenue, and review text.

  • Study the category mix: 2 categories show whether a main-category plus extension structure matches your resources.
  • Compare reputation structure: weighted 3.54 stars vs. the leading app "Best Clock Radio-Podcast" and its review volume.
  • For similar tools, prioritize review mining on lower-rated apps to find functional gaps; this requires store reviews or third-party data.

Rule-based cards use iTunes Search API data. DeepSeek generates its readout from the same public data and should be treated as directional research.

Team / product news

Runs on demand and avoids external calls by default.

Aggregates news about the team and core products, up to 20 items.