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Practical guides and product comparisons for indie founders, covering SaaS, SEO, AI, developer tools and building in public.

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How to Analyze Technology Adoption in an Indie Product Directory — IndieTools guide
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How to Analyze Technology Adoption in an Indie Product Directory

Analyze technology adoption in a product directory by defining what the records can actually represent. A founder-reported catalog can describe its own disclosed stack patterns, but it is not automatically a representative survey of all startups or all software in production.

How to Build a Citation-Worthy SaaS Benchmark Dataset — IndieTools guide
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How to Build a Citation-Worthy SaaS Benchmark Dataset

A citation-worthy SaaS dataset makes its claims easy to check. Define the population, preserve the measurements and explain the limitations before writing the headline. Original data becomes useful when another person can understand what was measured and why the conclusion follows.

Performance Regression Tests for Weekly SaaS Releases — IndieTools guide
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Performance Regression Tests for Weekly SaaS Releases

A performance regression process should catch meaningful changes before they become a recurring customer problem. For a small SaaS team, start with a few representative routes, reproducible conditions and clear ownership. A complicated dashboard that nobody uses is less valuable than a small test suite linked to…

How to Report Website Speed Improvements Without Cherry-Picking — IndieTools guide
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How to Report Website Speed Improvements Without Cherry-Picking

A credible website speed improvement report preserves the baseline, explains the change, and shows comparable evidence afterward. It does not select the worst old run and the best new run, hide failed measurements, or turn a single route's improvement into a claim about the entire application.

Startup Directory vs Niche Community for Your Next Product Release — IndieTools guide
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Startup Directory vs Niche Community for Your Next Product Release

A startup directory and a niche community can support different parts of product discovery. A directory helps people browse structured product information; a community can provide contextual discussion with people who share a problem. The right choice depends on the release, audience and work the founder can sustain.

Internal Links Between Products, Benchmarks and Guides — IndieTools guide
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Internal Links Between Products, Benchmarks and Guides

Internal links should help a reader move from a question to the evidence or product detail needed next. For a software directory, the strongest structure connects guides, collections, benchmark methods and canonical product records without forcing every page to link to everything else.