Independent research · Reader first

Start with a question. Leave with a clearer answer.

This library collects focused research on business, products, and creative work. Each report states its background, question, and main sources before opening up the findings, evidence, and limitations—no knowledge of the repository is required.

Published
9 research reports
Languages
English / 简体中文
Latest update
2026-09-07
01

All research

Choose the question that matters to you. The library is intentionally quiet while the collection is still small.

01Crowdfunding economics · Products and gamesUpdated 2026-08-13

Crowdfunding products & indie games

The report compares the profit structures and platform fit of mainstream Chinese and international crowdfunding, then tests when crowdfunding can still provide funding or publicity for an independent video game.

Useful for: readers comparing product economics, platform roles, and the funding or promotional value of crowdfunding for independent games.

02Indie games · Genres and playUpdated 2026-08-13

Indie game crowdfunding fit

A focused comparison of seven crowdfunding-fit patterns, current BackerKit and Modian snapshots, released cases, high-risk counterexamples, shared case properties, and platform evidence.

Useful for: readers studying which indie-game and offer properties appear together in funded or delivered campaigns.

03Online business patterns · AI-assisted deliveryUpdated 2026-08-13

Starter Story online business study

Combines a 349-project revenue study with platform-wide product-form statistics to show which online businesses report higher revenue and how their operating burdens differ.

Useful for: readers comparing reported revenue, online delivery models, and where AI-assisted production is most plausible.

04Content platforms · Replacement and opportunityUpdated 2026-08-13

Traditional content platforms

Zhihu's 2025 revenue fell 23.6%, while operating expenses equaled 130.8% of gross profit. The report tests replacement and adjacent-product hypotheses without treating them as proven opportunities.

Useful for: readers examining the remaining value, replaceability, and adjacent opportunity evidence around established content platforms.

06Developer infrastructure · SDK deliveryUpdated 2026-08-27

Where can SDK implementation services enter an automated market?

Six generator families, 30+ adopters and quantified implementations show why specification repair, multi-language acceptance and releases remain paid work after code generation.

Useful for: API companies and implementation suppliers separating a free generator from the engineering needed to ship reliable client libraries.

09Web automation · Screenshot and PDFUpdated 2026-09-07

Is there still room to build in web screenshot and PDF automation?

Uses 36 paid products, 53 customer implementations, and eight comparable prices to rule out generic rendering and identify document implementation and vertical branded-image workflows.

Useful for: solo developers deciding between screenshot/PDF products, implementation, monitoring, visual testing, and template-image workflows.

How to read

Reports open in a concise reading mode. Switch to the full view whenever you want the supporting evidence, examples, and caveats.